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CRITICAL INFRASTRUCTURE THREATS NEWS
Saturday 24th of January 2026 05:32:47 AM



Found 502 News Articles for "Critical Infrastructure AND Grid Threats"

CyberInsights with VonWallace.com: Navigating the World of IT and Cybersecurity
CyberInsights with VonWallace.com: Navigating the World of IT and Cybersecurity
Browse the most recent videos from channel CyberInsights with VonWallace.com: Navigating the World of IT and Cybersecurity uploaded to Rumble.com
Source: rumble.com
IPStack - Powerful IP Geolocation API
IPStack - Powerful IP Geolocation API
IPStack provides a powerful IP geolocation API that allows you to locate and identify website visitors by IP address. Sign up now!
Source: ipstack.com
Nine fall ill due to water contamination in Indore's Mhow, after several died in Bhagirathpura: What led to the tragedy?
Nine fall ill due to water contamination in Indore's Mhow, after several died in Bhagirathpura: What led to the tragedy?
The recent cases of water-borne diseases were reported from the Patti Bazaar and Chander Marg areas in Mhow tehsil of Madhya Pradesh's Indore district. Earlier seven people had reportedly died due to water contamination in Bhagirathpura.
Source: www.livemint.com
Sensex, Nifty pare opening gains amid FII selling pressure
Sensex, Nifty pare opening gains amid FII selling pressure
Sensex and Nifty decline as FII selling pressure offsets initial gains, with select stocks like Asian Paints and TCS performing well.
Source: www.thehindu.com
TikTok closes deal to split US app from global business: What to know
TikTok closes deal to split US app from global business: What to know
The app was due to be banned in the US a year ago if its Chinese owner hadn't sold its business in America.
Source: www.bbc.com
Iran protests: Death toll reportedly at 5,002 as Trump says U.S. 'armada' approaching
Iran protests: Death toll reportedly at 5,002 as Trump says U.S. 'armada' approaching
Iran protests have led to a death toll of 5,002, as U.S. military presence increases amid rising tensions.
Source: www.thehindu.com
[2506.01874] Life Sequence Transformer: Generative Modelling of Socio-Economic Trajectories from Administrative Data
[2506.01874] Life Sequence Transformer: Generative Modelling of Socio-Economic Trajectories from Administrative Data
Generative modelling with Transformer architectures can simulate complex sequential structures across various applications. We extend this line of work to the social sciences by introducing a Transformer-based generative model tailored to longitudinal socio-economic data. Our contributions are: (i) we design a novel encoding method that represents socio-economic life histories as sequences, including overlapping events across life domains; and (ii) we adapt generative modelling techniques to sim
Source: arxiv.org
Expanding Clean Energy Access with Inclusive Low-Income Participation
Expanding Clean Energy Access with Inclusive Low-Income Participation
PureSky Energy today (Jan 22) announced the commercial operation of its Heath Brook and Sand Brook community solar projects in Corinth, New York. The two solar farms - which together total approxi. . .
Source: globalrenewablenews.com
[2406.17778] Quantum hall transformer in a quantum point contact over the full range of transmission
[2406.17778] Quantum hall transformer in a quantum point contact over the full range of transmission
A recent experiment [Cohen et al., Science 382, 542 (2023)] observed a robustly quantized e 2/2h conductance in a quantum point contact between fractional quantum Hall edges (a quantum Hall transformer), which then vanishes at low temperature. While this behavior can be described by a boundary sine gordon (BSG) model derived from electron tunneling, the microscopic motivation for such strong tunneling is unclear. We use an alternative model based on sliding charge density waves and a density i
Source: arxiv.org
PowerBank Corporation Highlights Real-Time Space Satellite Tracking Dashboard
PowerBank Corporation Highlights Real-Time Space Satellite Tracking Dashboard
PowerBank Corporation (NASDAQ: SUUN), a North American renewable energy company focused on solar energy infrastructure, battery energy storage systems (BESS), and advanced data center solutions, t. . .
Source: globalrenewablenews.com
[2601.15868] Large-scale real-time signal processing in physics experiments: The ALICE TPC FPGA pipeline
[2601.15868] Large-scale real-time signal processing in physics experiments: The ALICE TPC FPGA pipeline
For LHC Run 3, the ALICE Time Projection Chamber was upgraded to operate in continuous readout mode. Interaction rates of up to 50 kHz in Pb-Pb collisions require real-time processing of more than 3 TB/s of raw detector data. This requirement is met by a custom FPGA-based processing pipeline that performs the complete front-end data treatment fully in-stream, including common-mode correction, pedestal subtraction, ion-tail filtering, zero suppression, and dense data packing. A central element
Source: arxiv.org
[2601.15813] Beyond Off-the-Shelf Models: A Lightweight and Accessible Machine Learning Pipeline for Ecologists Working with Image Data
[2601.15813] Beyond Off-the-Shelf Models: A Lightweight and Accessible Machine Learning Pipeline for Ecologists Working with Image Data
We introduce a lightweight experimentation pipeline designed to lower the barrier for applying machine learning (ML) methods for classifying images in ecological research. We enable ecologists to experiment with ML models independently, thus they can move beyond off-the-shelf models and generate insights tailored to local datasets and specific classification tasks and target variables. Our tool combines a simple command-line interface for preprocessing, training, and evaluation with a graphical
Source: arxiv.org
[2601.15540] PRISM: Deriving the Transformer as a Signal-Denoising Operator via Maximum Coding Rate Reduction
[2601.15540] PRISM: Deriving the Transformer as a Signal-Denoising Operator via Maximum Coding Rate Reduction
Deep learning models, particularly Transformers, are often criticized as black boxes and lack interpretability. We propose Prism, a white-box attention-based architecture derived from the principles of Maximizing Coding Rate Reduction ( text{MCR} 2 ). By modeling the attention mechanism as a gradient ascent process on a distinct signal-noise manifold, we introduce two physical constraints: an overcomplete dictionary to expand the representational phase space, and an irrational frequency separ
Source: arxiv.org
[2601.15344] A Dual-Head Transformer-State-Space Architecture for Neurocircuit Mechanism Decomposition from fMRI
[2601.15344] A Dual-Head Transformer-State-Space Architecture for Neurocircuit Mechanism Decomposition from fMRI
Precision psychiatry aspires to elucidate brain-based biomarkers of psychopathology to bolster disease risk assessment and treatment development. To this end, functional magnetic resonance imaging (fMRI) has helped triangulate brain circuits whose functional features are correlated with or even predictive of forms of psychopathology. Yet, fMRI biomarkers to date remain largely descriptive identifiers of where, rather than how, neurobiology is aberrant, limiting their utility for guiding treatmen
Source: arxiv.org
[2601.16160] CONTEX-T: Contextual Privacy Exploitation via Transformer Spectral Analysis for IoT Device Fingerprinting
[2601.16160] CONTEX-T: Contextual Privacy Exploitation via Transformer Spectral Analysis for IoT Device Fingerprinting
The rapid expansion of internet of things (IoT) devices have created a pervasive ecosystem where encrypted wireless communications serve as the primary privacy and security protection mechanism. While encryption effectively protects message content, packet metadata and statistics inadvertently expose device identities and user contexts. Various studies have exploited raw packet statistics and their visual representations for device fingerprinting and identification. However, these approaches rem
Source: arxiv.org
[2601.15953] Decoupling Return-to-Go for Efficient Decision Transformer
[2601.15953] Decoupling Return-to-Go for Efficient Decision Transformer
The Decision Transformer (DT) has established a powerful sequence modeling approach to offline reinforcement learning. It conditions its action predictions on Return-to-Go (RTG), using it both to distinguish trajectory quality during training and to guide action generation at inference. In this work, we identify a critical redundancy in this design: feeding the entire sequence of RTGs into the Transformer is theoretically unnecessary, as only the most recent RTG affects action prediction. We sho
Source: arxiv.org
[2601.15918] A Multi-View Pipeline and Benchmark Dataset for 3D Hand Pose Estimation in Surgery
[2601.15918] A Multi-View Pipeline and Benchmark Dataset for 3D Hand Pose Estimation in Surgery
Purpose: Accurate 3D hand pose estimation supports surgical applications such as skill assessment, robot-assisted interventions, and geometry-aware workflow analysis. However, surgical environments pose severe challenges, including intense and localized lighting, frequent occlusions by instruments or staff, and uniform hand appearance due to gloves, combined with a scarcity of annotated datasets for reliable model training. Method: We propose a robust multi-view pipeline for 3D hand pose estim
Source: arxiv.org
Japan loans Guyana 7.2B for water sector
Japan loans Guyana 7.2B for water sector
Guyana has secured a 7.2 billion concessional loan from the Government of Japan to boost climate-resilient water and sanitation infrastructure, marking another major investment aimed at strengthening public utilities and improving access to safe drinking water across the country.
Source: kaieteurnewsonline.com
Mpumalanga farm families allege killings, arson and forced displacement
Mpumalanga farm families allege killings, arson and forced displacement
Families say years of violence have driven them from land occupied for more than a century.
Source: www.citizen.co.za
China's cyber forces are impressive, and growing
China's cyber forces are impressive, and growing
Beijing is harnessing civilian hackers and military units to build one of the world's most powerful cyber forces.
Source: www.lowyinstitute.org
Sewage pipe broke a month ago in Noida’s Sector 55, roads here still filled with muck
Sewage pipe broke a month ago in Noida’s Sector 55, roads here still filled with muck
Noida: For a month now, a pool of water mixed with mud sits undisturbed near main gate number 5 in Sector 55. Residents have claimed that the sewage t.
Source: timesofindia.indiatimes.com
Gas bottling and fertilizer plants central to cost-of-living strategy PM Phillips
Gas bottling and fertilizer plants central to cost-of-living strategy PM Phillips
The proposed gas bottling and fertiliser plants in Wales are central to the government’s cost-of-living strategy, aimed at delivering cheaper cooking gas and ...
Source: kaieteurnewsonline.com
Adani Energy Solutions shares fall over 2 after Q3 net profit slips to Rs 552 crore
Adani Energy Solutions shares fall over 2 after Q3 net profit slips to Rs 552 crore
Adani Energy Solutions' shares dipped over 2 after reporting a marginal 2 year-on-year decline in Q3 FY26 net profit to Rs 552 crore. Despite this, revenues surged 15 to Rs 6,730 crore, with EBITDA reaching a record Rs 2,210 crore, driven by strong transmission and smart metering growth.
Source: economictimes.indiatimes.com
Fadnavis refutes allegations of domestic MoUs being signed at Davos
Fadnavis refutes allegations of domestic MoUs being signed at Davos
Fadnavis denies domestic MoUs at Davos, announces 30 lakh crore investments and India's first Innovation City for Mumbai.
Source: www.thehindu.com
United Spirits shares in focus after Adar Poonawalla signals bid for RCB acquisition
United Spirits shares in focus after Adar Poonawalla signals bid for RCB acquisition
United Spirits shares are set to be in focus after Serum Institute CEO Adar Poonawalla said he plans to make a strong and competitive bid for the Royal Challengers Bengaluru IPL franchise, currently owned by the Diageo-controlled liquor maker. The development comes against the backdrop of a sharp rise in United Spirits December-quarter profit, even as revenue growth remained modest.
Source: economictimes.indiatimes.com
Writers Victoria has been defunded but writers’ centres are fundamental’ to literary culture
Writers Victoria has been defunded but writers’ centres are fundamental’ to literary culture
Authors Hannah Kent and Toni Jordan got their start through writers centre initiatives. If Victoria loses its centre, it will be the only mainland state without one.
Source: theconversation.com
LeslieLeung/glean: A self-hosted RSS reader and personal knowledge management tool.
LeslieLeung/glean: A self-hosted RSS reader and personal knowledge management tool.
A self-hosted RSS reader and personal knowledge management tool. - LeslieLeung/glean
Source: github.com
AI deepin
AI deepin
...
Source: www.oschina.net
Budget 2026 could drive a power shift in India’s semiconductor push
Budget 2026 could drive a power shift in India’s semiconductor push
Union Budget 2026: The nation aims to become a top chip manufacturing hub by 2032. Several major projects are underway, with production expected to start in 2026. The budget must ensure sustained policy support and timely incentive disbursements to maintain momentum and attract further investment in this crucial sector.
Source: economictimes.indiatimes.com
The internet’s oldest trust mechanism is still one of its weakest links
The internet’s oldest trust mechanism is still one of its weakest links
A CSC study finds domain security practices lag at large firms, leaving domains exposed while unicorns show uneven adoption.
Source: www.helpnetsecurity.com
Aquila Clean Energy and Energy Gates announce the closing of a ready-to-build 50 MW / 100 MWh battery energy storage project in Lithuania
Aquila Clean Energy and Energy Gates announce the closing of a ready-to-build 50 MW / 100 MWh battery energy storage project in Lithuania
Aquila Clean Energy (
Source: globalrenewablenews.com
Greenvolt secures 58.9 million project finance with Unicredit Bank for Hungary's largest battery storage project
Greenvolt secures 58.9 million project finance with Unicredit Bank for Hungary's largest battery storage project
Greenvolt Group, through Greenvolt Power - a leading global developer of large-scale wind, solar, and battery energy storage - has signed 58.9 million in project finance facilities with Un. . .
Source: globalrenewablenews.com
Zanskar raises 115M Series C Following Record-Setting Year of Geothermal Discoveries
Zanskar raises 115M Series C Following Record-Setting Year of Geothermal Discoveries
Zanskar, a company using custom-built AI to become the world's most successful geothermal explorer, today (Jan 21) announced a 115 million Series C funding round led by Spring Lane Capital. . . .
Source: globalrenewablenews.com
Clean Industry Bonus brings more offshore wind manufacturing opportunities throughout the UK
Clean Industry Bonus brings more offshore wind manufacturing opportunities throughout the UK
Commenting on the Government's announcement that its Clean Industry Bonus for offshore wind will bring 3.4 billion of further private investment in factories, supply chains and ports across th. . .
Source: globalrenewablenews.com
[2601.14259] A Cloud-Based Cross-Modal Transformer for Emotion Recognition and Adaptive Human-Computer Interaction
[2601.14259] A Cloud-Based Cross-Modal Transformer for Emotion Recognition and Adaptive Human-Computer Interaction
Emotion recognition is a fundamental component of next-generation human-computer interaction (HCI), enabling machines to perceive, understand, and respond to users' affective states. However, existing systems often rely on single-modality analysis such as facial expressions, speech tone, or textual sentiment, resulting in limited robustness and poor generalization in real-world environments. To address these challenges, this study proposes a Cloud-Based Cross-Modal Transformer (CMT) framework fo
Source: arxiv.org
[2601.14263] Call2Instruct: Automated Pipeline for Generating Q&A Datasets from Call Center Recordings for LLM Fine-Tuning
[2601.14263] Call2Instruct: Automated Pipeline for Generating Q&A Datasets from Call Center Recordings for LLM Fine-Tuning
The adaptation of Large-Scale Language Models (LLMs) to specific domains depends on high-quality fine-tuning datasets, particularly in instructional format (e.g., Question-Answer - Q&A). However, generating these datasets, particularly from unstructured sources such as call center audio recordings, poses a significant challenge due to the noisy and disorganized nature of the data. This paper presents a solution to this challenge by offering an end-to-end automated pipeline for generating Q&A ins
Source: arxiv.org
Entergy Arkansas is ready for winter weather and encourages customers to prepare
Entergy Arkansas is ready for winter weather and encourages customers to prepare
Entergy Arkansas is ready for winter weather and encourages customers to preparePosted:January 21, 2026 Posted:Lamor Williams Category:Storm Center update Tags:Arkansas. . .
Source: globalrenewablenews.com
[2601.15042] Federated Transformer-GNN for Privacy-Preserving Brain Tumor Localization with Modality-Level Explainability
[2601.15042] Federated Transformer-GNN for Privacy-Preserving Brain Tumor Localization with Modality-Level Explainability
Deep learning models for brain tumor analysis require large and diverse datasets that are often siloed across healthcare institutions due to privacy regulations. We present a federated learning framework for brain tumor localization that enables multi-institutional collaboration without sharing sensitive patient data. Our method extends a hybrid Transformer-Graph Neural Network architecture derived from prior decoder-free supervoxel GNNs and is deployed within CAFEIN textsuperscript{ textregiste
Source: arxiv.org
Doral Renewables Achieves Commercial Operation at Great Bend Solar in Ohio
Doral Renewables Achieves Commercial Operation at Great Bend Solar in Ohio
Doral Renewables, a leading, U.S. utility-scale solar and battery storage developer and independent power producer announced today that its Great Bend Solar project has achieved commercial operati. . .
Source: globalrenewablenews.com
[2601.14875] GAT-NeRF: Geometry-Aware-Transformer Enhanced Neural Radiance Fields for High-Fidelity 4D Facial Avatars
[2601.14875] GAT-NeRF: Geometry-Aware-Transformer Enhanced Neural Radiance Fields for High-Fidelity 4D Facial Avatars
High-fidelity 4D dynamic facial avatar reconstruction from monocular video is a critical yet challenging task, driven by increasing demands for immersive virtual human applications. While Neural Radiance Fields (NeRF) have advanced scene representation, their capacity to capture high-frequency facial details, such as dynamic wrinkles and subtle textures from information-constrained monocular streams, requires significant enhancement. To tackle this challenge, we propose a novel hybrid neural rad
Source: arxiv.org
Hong Kong’s Technology Inflection Point
Hong Kong’s Technology Inflection Point
Hong Kong’s chief information officers are entering 2026 under mounting pressure but also with a rare chance to turn years of technology investment into measurable business value.
Source: www.finews.asia
Prologis beats quarterly revenue estimates as warehouse demand holds firm
Prologis beats quarterly revenue estimates as warehouse demand holds firm
Prologis, a major real estate firm, exceeded revenue expectations in the fourth quarter. Strong demand for its storage facilities, used by retailers and manufacturers for e-commerce and inventory, boosted performance. The company, which manages vast logistics real estate globally, also expanded its data center power pipeline. Prologis expressed confidence in future earnings growth.
Source: economictimes.indiatimes.com
Guyana’s rising oil output helps fuel global supply glut
Guyana’s rising oil output helps fuel global supply glut
The global oil market will be in deep surplus in the first quarter of 2026, the International Energy Agency said on Wednesday, as so far excess supplies have offset the geopolitical risk of disruption.
Source: kaieteurnewsonline.com
Why PostgreSQL Replication Lag Spikes Suddenly in Production
Why PostgreSQL Replication Lag Spikes Suddenly in Production
Uncover the mystery of sudden PostgreSQL replication lag spikes in production! Learn the common causes, from write bursts to slow disks, and how to resolve them.
Source: www.c-sharpcorner.com
MMRDA Bags 104.6 Billion In MoUs At WEF Davos To Build Logistics Hubs, Data Centres And Global Business Districts
MMRDA Bags 104.6 Billion In MoUs At WEF Davos To Build Logistics Hubs, Data Centres And Global Business Districts

Source: swarajyamag.com
Delhi water crisis alert: Supply hit as water production falls in Wazirabad & Chandrawal WTP check affected areas
Delhi water crisis alert: Supply hit as water production falls in Wazirabad & Chandrawal WTP check affected areas
Delhi Jal board said water supply will be available at low pressure in most areas till the situation improves, without giving a specific timeline.
Source: www.livemint.com
Iran admits 3,000 protest deaths activists say the real toll is much higher
Iran admits 3,000 protest deaths activists say the real toll is much higher
Iran released its first government-issued death toll from a sweeping crackdown on nationwide protests, acknowledging more than 3,000 fatalities a figure sharply lower than estimates provided by human-rights groups abroad
Source: www.livemint.com
Trump's Transatlantic Divide: Europe's Decisive Moment
Trump's Transatlantic Divide: Europe's Decisive Moment
In the grand marble halls of the Europa Building in Brussels, European Union leaders will gather Thursday for what may prove to be one of their most
Source: commstrader.com
AI-led upskilling creates new pathways for women in India’s STEM ecosystem
AI-led upskilling creates new pathways for women in India’s STEM ecosystem
Explore how AI-driven upskilling is transforming women's participation in India's STEM ecosystem, addressing challenges in workforce inclusion and education-to-employment pathways.
Source: cio.economictimes.indiatimes.com
Billionaire Enrique Razon, Partners Spending 893 Million To Develop New Philippine Gas Field
Billionaire Enrique Razon, Partners Spending 893 Million To Develop New Philippine Gas Field
In a significant development for the Philippines' energy landscape, Prime Energy under the control of ports and casino magnate Enrique Razon Jr.'s Prime Infra
Source: commstrader.com
AI adoption in UAE’s public sector: Dell’s Walid Yehia on trends to watch in 2026
AI adoption in UAE’s public sector: Dell’s Walid Yehia on trends to watch in 2026
Five AI adoption trends that signal a future where technological collaboration creates tangible, positive change for the UAE
Source: gulfbusiness.com
MRPL shares jump 7 after three day decline, eyes Venezuelan oil purchases
MRPL shares jump 7 after three day decline, eyes Venezuelan oil purchases
MRPL shares rebounded sharply after a three day decline as investors took comfort from strong Q3 earnings and the companys move to explore Venezuelan crude purchases while halting Russian imports to comply with international sanctions.
Source: economictimes.indiatimes.com
Nvidia CEO Jensen Huang plans China trip amid push to reopen key market Check out his itinerary
Nvidia CEO Jensen Huang plans China trip amid push to reopen key market Check out his itinerary
The China visit a trip that Huang regularly takes at this time of year comes at a pivotal moment for the world’s most valuable company. The US is loosening export restrictions on AI processors, letting Nvidia sell its H200 model in the Asian nation.
Source: www.livemint.com
Leading Innovation: Top Plastic Pipe Extrusion Line Manufacturer Advances Industry Standards
Leading Innovation: Top Plastic Pipe Extrusion Line Manufacturer Advances Industry Standards
The global plastic extrusion machinery sector continues to evolve as manufacturers invest in advanced production technologies to meet growing demand across
Source: agriculture.einnews.com
Protesting the Unprecedented Lethal State Violence against Protests by the Islamic Republic of Iran
Protesting the Unprecedented Lethal State Violence against Protests by the Islamic Republic of Iran
We are shocked and appalled by reports of the high number of civilians shot dead -- as well as the thousands of arrests
Source: www.juancole.com
VICTOR JOECKS: Previewing Nevada’s gubernatorial race
VICTOR JOECKS: Previewing Nevada’s gubernatorial race
Money matters in politics, and Gov. Joe Lombardo has a lot of it.
Source: www.reviewjournal.com
[2601.12467] Patch-Level Tokenization with CNN Encoders and Attention for Improved Transformer Time-Series Forecasting
[2601.12467] Patch-Level Tokenization with CNN Encoders and Attention for Improved Transformer Time-Series Forecasting
Transformer-based models have shown strong performance in time-series forecasting by leveraging self-attention to model long-range temporal dependencies. However, their effectiveness depends critically on the quality and structure of input representations derived from raw multivariate time-series data. This work proposes a two-stage forecasting framework that explicitly separates local temporal representation learning from global dependency modelling. In the first stage, a convolutional neural n
Source: arxiv.org
[2601.14172] Human Values in a Single Sentence: Moral Presence, Hierarchies, and Transformer Ensembles on the Schwartz Continuum
[2601.14172] Human Values in a Single Sentence: Moral Presence, Hierarchies, and Transformer Ensembles on the Schwartz Continuum
We study sentence-level identification of the 19 values in the Schwartz motivational continuum as a concrete formulation of human value detection in text. The setting - out-of-context sentences from news and political manifestos - features sparse moral cues and severe class imbalance. This combination makes fine-grained sentence-level value detection intrinsically difficult, even for strong modern neural models. We first operationalize a binary moral presence task ( does any value appear? ) and
Source: arxiv.org
[2601.14086] Two-Stream temporal transformer for video action classification
[2601.14086] Two-Stream temporal transformer for video action classification
Motion representation plays an important role in video understanding and has many applications including action recognition, robot and autonomous guidance or others. Lately, transformer networks, through their self-attention mechanism capabilities, have proved their efficiency in many applications. In this study, we introduce a new two-stream transformer video classifier, which extracts spatio-temporal information from content and optical flow representing movement information. The proposed mode
Source: arxiv.org
[2601.13683] Dynamic Differential Linear Attention: Enhancing Linear Diffusion Transformer for High-Quality Image Generation
[2601.13683] Dynamic Differential Linear Attention: Enhancing Linear Diffusion Transformer for High-Quality Image Generation
Diffusion transformers (DiTs) have emerged as a powerful architecture for high-fidelity image generation, yet the quadratic cost of self-attention poses a major scalability bottleneck. To address this, linear attention mechanisms have been adopted to reduce computational cost; unfortunately, the resulting linear diffusion transformers (LiTs) models often come at the expense of generative performance, frequently producing over-smoothed attention weights that limit expressiveness. In this work, we
Source: arxiv.org
[2601.13681] ORCA -- An Automated Threat Analysis Pipeline for O-RAN Continuous Development
[2601.13681] ORCA -- An Automated Threat Analysis Pipeline for O-RAN Continuous Development
The Open-Radio Access Network (O-RAN) integrates numerous software components in a cloud-like deployment, opening the radio access network to previously unconsidered security threats. With the ever-evolving threat landscape, integrating security practices through a DevSecOps approach is essential for fast and secure releases. Current vulnerability assessment practices often rely on manual, labor-intensive, and subjective investigations, leading to inconsistencies in the threat analysis. To mitig
Source: arxiv.org
[2601.13665] Transformer based Multi-task Fusion Network for Food Spoilage Detection and Shelf life Forecasting
[2601.13665] Transformer based Multi-task Fusion Network for Food Spoilage Detection and Shelf life Forecasting
Food wastage is one of the critical challenges in the agricultural supply chain, and accurate and effective spoilage detection can help to reduce it. Further, it is highly important to forecast the spoilage information. This aids the longevity of the supply chain management in the agriculture field. This motivated us to propose fusion based architectures by combining CNN with LSTM and DeiT transformer for the following multi-tasks simultaneously: (i) vegetable classification, (ii) food spoilage
Source: arxiv.org
[2601.13647] Fusion Segment Transformer: Bi-Directional Attention Guided Fusion Network for AI-Generated Music Detection
[2601.13647] Fusion Segment Transformer: Bi-Directional Attention Guided Fusion Network for AI-Generated Music Detection
With the rise of generative AI technology, anyone can now easily create and deploy AI-generated music, which has heightened the need for technical solutions to address copyright and ownership issues. While existing works mainly focused on short-audio, the challenge of full-audio detection, which requires modeling long-term structure and context, remains insufficiently explored. To address this, we propose an improved version of the Segment Transformer, termed the Fusion Segment Transformer. As i
Source: arxiv.org
[2601.13580] Neural Organ Transplantation (NOT): Checkpoint-Based Modular Adaptation for Transformer Models
[2601.13580] Neural Organ Transplantation (NOT): Checkpoint-Based Modular Adaptation for Transformer Models
We introduce Neural Organ Transplantation (NOT), a modular adaptation framework that enables trained transformer layers to function as reusable transferable checkpoints for domain adaptation. Unlike conventional fine-tuning approaches that tightly couple trained parameters to specific model instances and training data, NOT extracts contiguous layer subsets ( donor organs ) from pre-trained models, trains them independently on domain-specific data, and saves them as standalone checkpoint files th
Source: arxiv.org
[2601.13435] A Learnable Wavelet Transformer for Long-Short Equity Trading and Risk-Adjusted Return Optimization
[2601.13435] A Learnable Wavelet Transformer for Long-Short Equity Trading and Risk-Adjusted Return Optimization
Learning profitable intraday trading policies from financial time series is challenging due to heavy noise, non-stationarity, and strong cross-sectional dependence among related assets. We propose emph{WaveLSFormer}, a learnable wavelet-based long-short Transformer that jointly performs multi-scale decomposition and return-oriented decision learning. Specifically, a learnable wavelet front-end generates low-/high-frequency components via an end-to-end trained filter bank, guided by spectral reg
Source: arxiv.org
[2601.12926] Dual-Stream Collaborative Transformer for Image Captioning
[2601.12926] Dual-Stream Collaborative Transformer for Image Captioning
Current region feature-based image captioning methods have progressed rapidly and achieved remarkable performance. However, they are still prone to generating irrelevant descriptions due to the lack of contextual information and the over-reliance on generated partial descriptions for predicting the remaining words. In this paper, we propose a Dual-Stream Collaborative Transformer (DSCT) to address this issue by introducing the segmentation feature. The proposed DSCT consolidates and then fuses t
Source: arxiv.org
[2601.12863] FGTBT: Frequency-Guided Task-Balancing Transformer for Unified Facial Landmark Detection
[2601.12863] FGTBT: Frequency-Guided Task-Balancing Transformer for Unified Facial Landmark Detection
Recently, deep learning based facial landmark detection (FLD) methods have achieved considerable success. However, in challenging scenarios such as large pose variations, illumination changes, and facial expression variations, they still struggle to accurately capture the geometric structure of the face, resulting in performance degradation. Moreover, the limited size and diversity of existing FLD datasets hinder robust model training, leading to reduced detection accuracy. To address these chal
Source: arxiv.org
[2601.12850] Accurate Simulation Pipeline for Passive Single-Photon Imaging
[2601.12850] Accurate Simulation Pipeline for Passive Single-Photon Imaging
Single-Photon Avalanche Diodes (SPADs) are new and promising imaging sensors. These sensors are sensitive enough to detect individual photons hitting each pixel, with extreme temporal resolution and without readout noise. Thus, SPADs stand out as an optimal choice for low-light imaging. Due to the high price and limited availability of SPAD sensors, the demand for an accurate data simulation pipeline is substantial. Indeed, the scarcity of SPAD datasets hinders the development of SPAD-specific p
Source: arxiv.org
[2601.12338] Actionable Advice from Reviews via Mixture of LoRA Experts: A Two-LLM Pipeline for Issue Extraction and Business Recommendations
[2601.12338] Actionable Advice from Reviews via Mixture of LoRA Experts: A Two-LLM Pipeline for Issue Extraction and Business Recommendations
Customer reviews contain detailed, domain specific signals about service failures and user expectations, but converting this unstructured feedback into actionable business decisions remains difficult. We study review-to-action generation: producing concrete, implementable recommendations grounded in review text. We propose a modular two-LLM framework in which an Issue model extracts salient issues and assigns coarse themes, and an Advice model generates targeted operational fixes conditioned on
Source: arxiv.org
[2601.12316] GazeFormer-MoE: Context-Aware Gaze Estimation via CLIP and MoE Transformer
[2601.12316] GazeFormer-MoE: Context-Aware Gaze Estimation via CLIP and MoE Transformer
We present a semantics modulated, multi scale Transformer for 3D gaze estimation. Our model conditions CLIP global features with learnable prototype banks (illumination, head pose, background, direction), fuses these prototype-enriched global vectors with CLIP patch tokens and high-resolution CNN tokens in a unified attention space, and replaces several FFN blocks with routed/shared Mixture of Experts to increase conditional capacity. Evaluated on MPIIFaceGaze, EYEDIAP, Gaze360 and ETH-XGaze, ou
Source: arxiv.org
[2601.12249] An Innovative Framework for Breast Cancer Detection Using Pyramid Adaptive Atrous Convolution, Transformer Integration, and Multi-Scale Feature Fusion
[2601.12249] An Innovative Framework for Breast Cancer Detection Using Pyramid Adaptive Atrous Convolution, Transformer Integration, and Multi-Scale Feature Fusion
Breast cancer is one of the most common cancers among women worldwide, and its accurate and timely diagnosis plays a critical role in improving treatment outcomes. This thesis presents an innovative framework for detecting malignant masses in mammographic images by integrating the Pyramid Adaptive Atrous Convolution (PAAC) and Transformer architectures. The proposed approach utilizes Multi-Scale Feature Fusion to enhance the extraction of features from benign and malignant tissues and combines D
Source: arxiv.org
[2601.12095] Neural Isomorphic Fields: A Transformer-based Algebraic Numerical Embedding
[2601.12095] Neural Isomorphic Fields: A Transformer-based Algebraic Numerical Embedding
Neural network models often face challenges when processing very small or very large numbers due to issues such as overflow, underflow, and unstable output variations. To mitigate these problems, we propose using embedding vectors for numbers instead of directly using their raw values. These embeddings aim to retain essential algebraic properties while preventing numerical instabilities. In this paper, we introduce, for the first time, a fixed-length number embedding vector that preserves algebr
Source: arxiv.org
[2601.11885] MyGram: Modality-aware Graph Transformer with Global Distribution for Multi-modal Entity Alignment
[2601.11885] MyGram: Modality-aware Graph Transformer with Global Distribution for Multi-modal Entity Alignment
Multi-modal entity alignment aims to identify equivalent entities between two multi-modal Knowledge graphs by integrating multi-modal data, such as images and text, to enrich the semantic representations of entities. However, existing methods may overlook the structural contextual information within each modality, making them vulnerable to interference from shallow features. To address these challenges, we propose MyGram, a modality-aware graph transformer with global distribution for multi-moda
Source: arxiv.org
[2601.11859] Cascaded Transformer for Robust and Scalable SLA Decomposition via Amortized Optimization
[2601.11859] Cascaded Transformer for Robust and Scalable SLA Decomposition via Amortized Optimization
The evolution toward 6G networks increasingly relies on network slicing to provide tailored, End-to-End (E2E) logical networks over shared physical infrastructures. A critical challenge is effectively decomposing E2E Service Level Agreements (SLAs) into domain-specific SLAs, which current solutions handle through computationally intensive, iterative optimization processes that incur substantial latency and complexity. To address this, we introduce Casformer, a cascaded Transformer architecture d
Source: arxiv.org
[2601.11619] NoiseFormer -- Noise Diffused Symmetric Attention Transformer
[2601.11619] NoiseFormer -- Noise Diffused Symmetric Attention Transformer
Transformer architecture has been very successful long runner in the field of Deep Learning (DL) and Large Language Models (LLM) because of its powerful attention-based learning and parallel-natured architecture. As the models grow gigantic in terms of memory footprint, difficulties in fitting the model on a device like a GPU or an AI accelerator give rise to the need for multiple computing devices thereby escalating the computing cost. This increased training/inference cost paved the way for ef
Source: arxiv.org
[2601.11618] Geometric Attention: A Regime-Explicit Operator Semantics for Transformer Attention
[2601.11618] Geometric Attention: A Regime-Explicit Operator Semantics for Transformer Attention
Geometric Attention (GA) specifies an attention layer by four independent inputs: a finite carrier (what indices are addressable), an evidence-kernel rule (how masked proto-scores and a link induce nonnegative weights), a probe family (which observables are treated as admissible), and an anchor/update rule (which representative kernel is selected and how it is applied). Probe families induce an operational equivalence relation on kernels and therefore a gauge; anchors select representatives rela
Source: arxiv.org
SA’s space agency warns of geomagnetic storm on Tuesday : Here’s what it means
SA’s space agency warns of geomagnetic storm on Tuesday : Here’s what it means
Sansa has warned that the CME is expected to affect Earth from the early hours of Tuesday.
Source: www.citizen.co.za
Kakao updates Kanana-2, releases 4 open-source models
Kakao updates Kanana-2, releases 4 open-source models
Kakao has updated its proprietary large language model (LLM), Kanana-2, releasing four additional variants of the model as open source. After demon...
Source: www.koreatimes.co.kr
xai-org/x-algorithm: Algorithm powering the For You feed on X
xai-org/x-algorithm: Algorithm powering the For You feed on X
Algorithm powering the For You feed on X. Contribute to xai-org/x-algorithm development by creating an account on GitHub.
Source: github.com
Top Pumps And Engines Manufacturer Expands Global Solutions For Fire Protection And Power Systems
Top Pumps And Engines Manufacturer Expands Global Solutions For Fire Protection And Power Systems
Yeschamp Imp & Exp (Taizhou) Co., Ltd., a professional pumps and engines manufacturer based in China, continues to strengthen its role in the global industrial
Source: agriculture.einnews.com
Ambani's Reliance faces a rare January setback
Ambani's Reliance faces a rare January setback
Reliance Industries faces challenges in January, including declining earnings and geopolitical tensions, impacting its share price and retail growth.
Source: www.thehindubusinessline.com
Anastasia Soare on Recapitalization and What’s Next for the Brand
Anastasia Soare on Recapitalization and What’s Next for the Brand
Soare made a 225 million equity investment in Anastasia Beverly Hills.
Source: wwd.com
EBRD finances major renewable energy project in Uzbekistan
EBRD finances major renewable energy project in Uzbekistan
Highlights EBRD organising financing of up to US 195.5 million for major renewable energy and battery development Funds will support construction of 300 MW solar plant and 75 MWh ba. . .
Source: globalrenewablenews.com
Heartland Value Fund Q4 2025 Portfolio Manager Commentary (Mutual Fund:HRTVX)
Heartland Value Fund Q4 2025 Portfolio Manager Commentary (Mutual Fund:HRTVX)
Heartland Value Fund explains why broadening markets and low valuations point toward a sustained small-cap rebound. Review the team's complete market outlook.
Source: seekingalpha.com
After-Hours Gainers: ATOS, IBRX, FEMY, FHTX, DARE, TBPH
After-Hours Gainers: ATOS, IBRX, FEMY, FHTX, DARE, TBPH
Several biotech and healthcare stocks posted notable gains in after-hours trading on Friday, driven by regulatory developments, financing updates, and investor ...
Source: www.rttnews.com
Microsoft Research Releases OptiMind: A 20B Parameter Model that Turns Natural Language into Solver Ready Optimization Models
Microsoft Research Releases OptiMind: A 20B Parameter Model that Turns Natural Language into Solver Ready Optimization Models

Source: www.marktechpost.com
The Leela Adds Third Luxury Hotel to Pipeline Since IPO
The Leela Adds Third Luxury Hotel to Pipeline Since IPO
The Leela's push towards building clusters and circuits around its properties betrays a larger ambition - its properties are the destination.
Source: skift.com
Greek satellites capture Frigate Kimon arriving in Greece from space
Greek satellites capture Frigate Kimon arriving in Greece from space
Five Greek microsatellites now in orbit under the National Microsatellite Programme as Greece moves from planning to implementation
Source: en.protothema.gr
Iran barred from Davos: WEF says it's 'not right' for Tehran to attend; cites 'tragic loss of lives'
Iran barred from Davos: WEF says it's 'not right' for Tehran to attend; cites 'tragic loss of lives'
Middle East News: Iran’s foreign minister will skip this week’s World Economic Forum meeting in Davos, Switzerland, with organisers saying on Monday that his presence w.
Source: timesofindia.indiatimes.com
Iran tells protesters who joined riots’ to surrender within three days Ya Libnan
Iran tells protesters who joined riots’ to surrender within three days Ya Libnan

Source: yalibnan.com
Tamil Nadu Power Cut Alert: District-Wise List Of Affected Areas On January 20
Tamil Nadu Power Cut Alert: District-Wise List Of Affected Areas On January 20
Power supply will be suspended in parts of Tamil Nadu today (January 20, 2026) due to TANGEDCO maintenance. Check affected areas in Chennai, Coimbatore, Madurai, Trichy and more
Source: www.news18.com
IHG adds a new voco hotel in Bloomsbury
IHG adds a new voco hotel in Bloomsbury
If you search for London hotels at ihg.com, you will see London Bloomsbury Square Hotel is now bookable. This used to be Accor's Mercure London Bloomsbury hotel.
Source: www.headforpoints.com
Price of Russia’s pipeline gas imports to China increases by 17.1 in 2025
Price of Russia’s pipeline gas imports to China increases by 17.1 in 2025
Russia ranks first among the countries exporting this energy to China
Source: tass.com
Giants Notes: Eldridge, Schmitt, Hernandez
Giants Notes: Eldridge, Schmitt, Hernandez
Giants infielders Bryce Eldridge and Casey Schmitt are both working back from wrist surgery and each potential trade candidates.
Source: www.mlbtraderumors.com
Top Titanium Materials And Anodes Manufacturer Expands Global Industrial And Energy Applications
Top Titanium Materials And Anodes Manufacturer Expands Global Industrial And Energy Applications
Baoji Qixin Titanium Co., Ltd., a leading titanium materials and anodes manufacturer based in China, continues to strengthen its position in international
Source: agriculture.einnews.com
Iran claims internet will be fully restored by week’s end
Iran claims internet will be fully restored by week’s end
Iranian official says nationwide internet access will be restored by week’s end, ending a shutdown imposed since January 8.
Source: www.israelnationalnews.com
Power Grid Share Price Live Updates: Power Grid's Monthly Performance
Power Grid Share Price Live Updates: Power Grid's Monthly Performance
Join us on the Power Grid Stock Liveblog, your hub for real-time updates and comprehensive analysis on a prominent stock. Stay in the know with the latest information about Power Grid, including: Last traded price 256.85, Market capitalization: 239025.52, Volume: 3967299, Price-to-earnings ratio 15.72, Earnings per share 16.34. Our liveblog provides a well-rounded view of Power Grid by incorporating both fundamental and technical indicators. Be the first to receive breaking news that can impact
Source: economictimes.indiatimes.com
Q3 results today: ITC Hotels among 43 companies to report earnings on Tuesday
Q3 results today: ITC Hotels among 43 companies to report earnings on Tuesday
As many as 43 companies, including Persistent Systems and ITC Hotels, are set to announce their December quarter earnings on Tuesday. Analysts anticipate growth for Persistent Systems driven by BFSI and healthcare, while AU Small Finance Bank is expected to see improved net interest margins and robust business growth.
Source: economictimes.indiatimes.com
Dem Senator Warner admits Biden 'screwed up' the border, but claims ICE now targeting non-criminals
Dem Senator Warner admits Biden 'screwed up' the border, but claims ICE now targeting non-criminals
Sen. Mark Warner admitted the Biden administration screwed up border security while criticizing the Trump administration's ICE tactics targeting people with no criminal record.
Source: www.foxnews.com
Spacetech In 2026, Astrotalk’s Ecommerce Engine & More
Spacetech In 2026, Astrotalk’s Ecommerce Engine & More
Indian spacetech startups had a breakout 2025. Now that we have entered 2026, what’s in store for India’s cosmic ambitions?
Source: inc42.com
Odisha’s capital turned its river into a drain. Now the consequences go beyond the city
Odisha’s capital turned its river into a drain. Now the consequences go beyond the city
According to the Odisha State Pollution Control Board, the Gangua river has now turned into a drain that carries the city’s garbage and sewage.
Source: www.newslaundry.com
Can Hong Kong’s IPO market keep up the momentum in 2026?
Can Hong Kong’s IPO market keep up the momentum in 2026?
HKEX saw a rush at year's end as 13 companies listed on the exchange in the final weeks of 2025.
Source: kr-asia.com
IBM Study: AI Poised to Drive Smarter Business Growth Through 2030
IBM Study: AI Poised to Drive Smarter Business Growth Through 2030
By 2030, surveyed executives anticipate AI spend to shift from efficiency to innovation AI productivity gains projected to increase by 42 , fueling reinvestment for growth67 of respondents expect AI to eliminate resource and skills constraintsARMONK, N.Y., Jan. 19, 2026 /PRNewswire/ -- New research from the IBM (NYSE: IBM) Institute for Business Value reveals that nearly eight in ten (79 ) surveyed executives expect AI will significantly contribute to their revenue by 2030 - up from 40 today -
Source: www.manilatimes.net
EBRD finances major renewable energy project in Uzbekistan
EBRD finances major renewable energy project in Uzbekistan

Source: www.app.com.pk
What Iran’s latest Protests tell us about Power, Memory and Resistance
What Iran’s latest Protests tell us about Power, Memory and Resistance
In the recent political unrest, the IRGC used force to control, intimidate and silence protesters
Source: www.juancole.com
[2601.10794] Metal Pipe: A Broadly-Applicable Stellar Abundance Pipeline Using Isochronal Parameters
[2601.10794] Metal Pipe: A Broadly-Applicable Stellar Abundance Pipeline Using Isochronal Parameters
Characterizing exoplanet host stars at a population level requires a method of homogeneously characterizing stellar properties across all spectral types. To this end, we have developed Metal Pipe, a new code for determining stellar parameters and abundances, which is designed for use across a wider range of spectral types than many commonly used codes. It combines the widely-used package MOOG with photometric stellar parameters, a user-supplied high-resolution spectrum, and a newly curated list
Source: arxiv.org
[2601.10743] UBiGTLoc: A Unified BiLSTM-Graph Transformer Localization Framework for IoT Sensor Networks
[2601.10743] UBiGTLoc: A Unified BiLSTM-Graph Transformer Localization Framework for IoT Sensor Networks
Sensor nodes localization in wireless Internet of Things (IoT) sensor networks is crucial for the effective operation of diverse applications, such as smart cities and smart agriculture. Existing sensor nodes localization approaches heavily rely on anchor nodes within wireless sensor networks (WSNs). Anchor nodes are sensor nodes equipped with global positioning system (GPS) receivers and thus, have known locations. These anchor nodes operate as references to localize other sensor nodes. However
Source: arxiv.org
[2601.11357] Assessing Building Heat Resilience Using UAV and Street-View Imagery with Coupled Global Context Vision Transformer
[2601.11357] Assessing Building Heat Resilience Using UAV and Street-View Imagery with Coupled Global Context Vision Transformer
Climate change is intensifying human heat exposure, particularly in densely built urban centers of the Global South. Low-cost construction materials and high thermal-mass surfaces further exacerbate this risk. Yet scalable methods for assessing such heat-relevant building attributes remain scarce. We propose a machine learning framework that fuses openly available unmanned aerial vehicle (UAV) and street-view (SV) imagery via a coupled global context vision transformer (CGCViT) to learn heat-rel
Source: arxiv.org
[2601.11509] Predictive autoencoder-transformer model of Cu oxidation state from EELS and XAS spectra
[2601.11509] Predictive autoencoder-transformer model of Cu oxidation state from EELS and XAS spectra
X-ray absorption spectroscopy (XAS) and electron energy-loss spectroscopy (EELS) produce detailed information about oxidation state, bonding, and coordination, making them essential for quantitative studies of redox and structure in functional materials. However, high-throughput quantitative analysis of these spectra, especially for mixed valence materials, remains challenging as diverse experimental conditions introduce noise, misalignment, broadening of the spectral features. We address this c
Source: arxiv.org
[2601.10995] GP-DHT: A Dual-Head Transformer with Contras-tive Learning for Predicting Gene Regulatory Rela-tionships across Species from Single-Cell Data
[2601.10995] GP-DHT: A Dual-Head Transformer with Contras-tive Learning for Predicting Gene Regulatory Rela-tionships across Species from Single-Cell Data
Gene regulatory networks (GRNs) are essential for understanding cell fate decisions and disease mechanisms, yet cross-species GRN inference from single-cell RNA-seq data remains challenging due to noise, sparsity, and cross-species distribution shifts. We propose GP-DHT (GenePair DualHeadTransformer), a cross-species single-cell GRN inference framework that models genes and cells in a heterogeneous graph with multi-level expression relations and learns structured regulatory representations via m
Source: arxiv.org
DA in city power play with Tshwane after party lays formal complaint
DA in city power play with Tshwane after party lays formal complaint
The DA launched a city-wide petition over the prolonged power outages, collapsing infrastructure and poor response times.
Source: www.citizen.co.za
[2601.11046] OpFML: Pipeline for ML-based Operational Forecasting
[2601.11046] OpFML: Pipeline for ML-based Operational Forecasting
Machine learning is finding its application in a multitude of areas in science and research, and Climate and Earth Sciences is no exception to this trend. Operational forecasting systems based on data-driven approaches and machine learning methods deploy models for periodic forecasting. Wildfire danger assessment using machine learning has garnered significant interest in the last decade, as conventional methods often overestimate the risk of wildfires. In this work, we present the code OpFML: O
Source: arxiv.org
SK Bioscience launches new global R&D center in Incheon
SK Bioscience launches new global R&D center in Incheon
SEOUL, Jan. 19 (Yonhap) -- SK Bioscience Co., the biotech arm of South Korea's SK Gro...
Source: en.yna.co.kr
China Tech Boom Leaves Economic Malaise Behind
China Tech Boom Leaves Economic Malaise Behind
The new DeepSeek model has the potential to disrupt the sector again, underscoring China’s position as the main rival to US AI supremacy,
Source: www.zerohedge.com
Pay-To-Celebrate
Pay-To-Celebrate
Dem boys seh Guyana don turn celebration upside down. Is a strange thing happening now, yuh know. Long time, when somebody got birthday, dem does invite you, feed you, liquor you, and send you home with a doggy bag. Now? Now you paying to celebrate somebody else age increase. Madness with a receipt.
Source: kaieteurnewsonline.com
Nalco eyes rare earths, magnesium, chromite amid critical minerals push
Nalco eyes rare earths, magnesium, chromite amid critical minerals push
Nalco is also conducting due diligence for acquiring a stake in an operational lithium mine in Australia through Khanij Bidesh India Ltd (KABIL)
Source: www.thehindubusinessline.com
Thousands march in US to back Iranian anti-government protesters
Thousands march in US to back Iranian anti-government protesters
Thousands in the United States staged large demonstrations Sunday denouncing the Iranian government's deadly crackdown on anti-government protesters in the Islamic Republic.Several thousand people marched in Los Angeles, home to the world's largest Iranian diaspora, while several hundred others gathered in New York, AFP journalists in both cities reported. US protesters could be seen carrying signs condemning a New Holocaust, a genocide in the making, and the terror of the Iranian governme
Source: www.al-monitor.com
Introduction to Generative AI: Attention Mechanism
Introduction to Generative AI: Attention Mechanism
Explore the generative AI attention mechanism and its role in transforming complex language tasks with improved accuracy and efficiency.
Source: www.mssqltips.com
Gun Carrier Mark I
Gun Carrier Mark I
Elevate your workflow with the Gun Carrier Mark I asset from Red Blue Pixel Studio. Find this & other Props options on the Unity Asset Store.
Source: assetstore.unity.com
DA in city power play
DA in city power play
Over 5  000 residents signed party’s petition over outages
Source: www.citizen.co.za
Nalco eyes foray into rare earths, magnesium, chromite amid critical minerals push
Nalco eyes foray into rare earths, magnesium, chromite amid critical minerals push
State-owned Nalco is exploring entry into rare earth element (REE) mining as part of its diversification beyond bauxite and alumina, with a bid advisor conducting due diligence on domestic auctions for REEs, magnesium and chromite blocks. The move aligns with Indias push to reduce import dependence and curb Chinas dominance in critical minerals used in electronics, defence, renewables and electric vehicles.
Source: economictimes.indiatimes.com
How data centres can avoid becoming the next coal mines
How data centres can avoid becoming the next coal mines
The resistance to AI will come from the social disruption it will bring and data centres will be where that backlash lands first. Investors in AI must ensure that its benefits are shared, harm is...
Source: www.eco-business.com
Limited internet briefly returns in Iran after protest blackout
Limited internet briefly returns in Iran after protest blackout
Limited internet access briefly returned in Iran before dropping again, a monitor said Sunday
Source: www.thehindu.com
Iran accused of killing 16,500 in sweeping genocide’ crackdown: report
Iran accused of killing 16,500 in sweeping genocide’ crackdown: report
The humanitarian crisis in Iran has reached catastrophic levels as security forces unleash unprecedented violence against protesters across the country.
Source: commstrader.com
Watch out for these 7 energy, electronics & power stocks on Monday: IREDA, LG Electronics, Diamond Power, PowerGrid, Diamond Power, GR Infra, Advait Energy
Watch out for these 7 energy, electronics & power stocks on Monday: IREDA, LG Electronics, Diamond Power, PowerGrid, Diamond Power, GR Infra, Advait Energy
Discover key energy and electronics stocks to watch, featuring IREDA, LG Electronics, and more, driven by major project developments.
Source: www.thehindubusinessline.com
Offline Voice Assistant On Raspberry Pi 5 That Actually Feels Alive And Still Hits Hard Limits
Offline Voice Assistant On Raspberry Pi 5 That Actually Feels Alive And Still Hits Hard Limits
Build a private, portable offline voice assistant on Raspberry Pi 5 with Whisper, Piper, and local language hosts. This guide covers hardware, software, thermal limits, and a comparison with cloud-based assistants to help you decide if offline is right for your use case.
Source: bitrebels.com
India’s EIL secures 350M contract for Africa’s biggest Dangote refinery
India’s EIL secures 350M contract for Africa’s biggest Dangote refinery
Engineers India Ltd has secured a pivotal contract exceeding USD 350 million for the extensive expansion of the Dangote Refinery and Petrochemical Complex in Nigeria. EIL is set to deliver comprehensive Project Management and EPCM consultancy services. This significant enhancement will vastly amplify the refinery's operational capacity, bolstering Nigerias stature as a vital energy center in the region.
Source: economictimes.indiatimes.com
COMMENTARY: All of the above
COMMENTARY: All of the above
Electric grid strains under rising demand and fewer coal plants.
Source: www.reviewjournal.com
Mutual fund NFOs: 4 new funds will open for subscription this week. Check details - New funds in the pipeline
Mutual fund NFOs: 4 new funds will open for subscription this week. Check details - New funds in the pipeline
Four new funds will open for subscription this week. Fund houses launch new funds to complete their bouquet of offerings. Here is a detailed break-up of upcoming NFOs (Source: ACE MF). New funds in the pipeline
Source: economictimes.indiatimes.com
Some areas in Metro Manila, Rizal to have water interruptions due maintenance works
Some areas in Metro Manila, Rizal to have water interruptions due maintenance works
MANILA, Philippines Some areas in Metro Manila and in Rizal will have water service interruptions this week due to maintenance works, according to Maynilad and Manila Water.
Source: www.manilatimes.net
Digital.Marketing Releases Comprehensive Market Research Report on Digital Marketing Performance in the Cybersecurity Industry
Digital.Marketing Releases Comprehensive Market Research Report on Digital Marketing Performance in the Cybersecurity Industry
New report delivers data-driven benchmarks on SEO, content marketing, paid media, and competitive visibility across the global cybersecurity sector
Source: www.manilatimes.net
DAVID BLACKMON: Trump Should Put WEF On Notice Because Climate Scam Is Over
DAVID BLACKMON: Trump Should Put WEF On Notice Because Climate Scam Is Over
President Donald Trump has never been shy about stating his belief that the climate change narrative pushed by the globalist community for the last half-century
Source: dailycaller.com
My Hero Academia's True Successor Is This 2022 Hidden Gem
My Hero Academia's True Successor Is This 2022 Hidden Gem
While My Hero Academia shouldn't outright have a total replacement, there are plenty of series for superhero otakus seeking a new fix.
Source: screenrant.com
Ukrainian Delegation Arrives in US for Peace Talks as Russia Hammers Energy Sites
Ukrainian Delegation Arrives in US for Peace Talks as Russia Hammers Energy Sites
A Ukrainian delegation arrived in the United States for talks Saturday on a U.S.-led diplomatic push to end the nearly 4-year-old war as Russian attacks again took aim at Ukraine’s power grid, cutting electricity and heating in freezing temperatures. Kyrylo Budanov, Ukrainian President Volodymyr Zelenskyy’s chief of staff, said he arrived in the U.S. to [ ]
Source: www.theyeshivaworld.com
Woman Gets Blacked-Out Neck Tattoo & Says She's Having An 'Identity Crisis' After Not Liking How It Turned Out
Woman Gets Blacked-Out Neck Tattoo & Says She's Having An 'Identity Crisis' After Not Liking How It Turned Out
A woman took to TikTok to share her black neck tattoo that is causing her to have an identity crisis after she hated the end result.
Source: www.yourtango.com
Iranian doctors reportedly say protest death toll over 16K: Genocide under the cover of digital darkness’
Iranian doctors reportedly say protest death toll over 16K: Genocide under the cover of digital darkness’
They said they would kill us until this stops and that’s what they are doing.
Source: nypost.com
Behind the blackout, Iran is drowning in blood
Behind the blackout, Iran is drowning in blood
Two weeks into Iran’s latest nationwide protests, the Islamic Republic has returned to a grimly familiar strategy: total silence, followed by overw...
Source: www.koreatimes.co.kr
Trump makes bold statement against Iran’s supreme leader Khamenei, calls him a sick man’, says it’s time for new leadership in Iran
Trump makes bold statement against Iran’s supreme leader Khamenei, calls him a sick man’, says it’s time for new leadership in Iran
In a statement issued on Saturday, President Donald Trump demanded that the 37-year reign of Ayatollah Ali Khamenei come to an end.
Source: www.india.com
Iran's Khamenei Says US, Israel Linked To Deadly Protest Violence: 'Thousands Killed'
Iran's Khamenei Says US, Israel Linked To Deadly Protest Violence: 'Thousands Killed'
After Financial Times details instances of mysterious black-clad & well organized 'commandos' on the streets...
Source: www.zerohedge.com
Pipeline Explosion in Minnesota Highlights Ongoing Dangers of Fossil Fuel Infrastructure
Pipeline Explosion in Minnesota Highlights Ongoing Dangers of Fossil Fuel Infrastructure
A Minnesota pipeline explosion underscores the dangers of gas infrastructure as communities in NC fight SSEP, MVP Southgate, and T-15.
Source: agriculture.einnews.com
The Parallelism Mesh Zoo : ezyang's blog
The Parallelism Mesh Zoo : ezyang's blog

Source: blog.ezyang.com
The Future of Forums is Lies, I Guess
The Future of Forums is Lies, I Guess

Source: aphyr.com
Early access to the WebXR Device API in Chrome Canary

Source: www.blogger.com
How Blink has affected WebGL, Part 2
How Blink has affected WebGL, Part 2

Source: www.blogger.com
New experimental WebVR builds for Android

Source: www.blogger.com
The Best Cake Slices in NYC, According to Food Baby
The Best Cake Slices in NYC, According to Food Baby
@foodbabyny picks favorite slices, including chocolate blackout cake, birthday cake, 24-layer cake, and more
Source: ny.eater.com
Iranian national scared for her friends but thankful for her safety in regional WA
Iranian national scared for her friends but thankful for her safety in regional WA
Kalgoorlie resident Sahar still hasn't heard from her family, but she's hoping protests in Iran will bring change.
Source: www.abc.net.au
Transformer blast spills hot oil onto road, five injured
Transformer blast spills hot oil onto road, five injured
GHAZIABAD: At least five people were injured after a transformer exploded near a cinema hall in Khoda's Azad Vihar on Friday afternoon.According to ey.
Source: timesofindia.indiatimes.com
Mumbai’s water supply to be affected for 3 days from Jan 20 to Jan 22
Mumbai’s water supply to be affected for 3 days from Jan 20 to Jan 22
Mumbai: Water supply will be affected in some areas of BMC wards such as G North, K-East, S, H-East and N ward from Jan 20 to Jan 22 and there will al.
Source: timesofindia.indiatimes.com
Day 46: Military Deployment Threat, Judge Rules Against Feds, Far-Right Agitators Opposed
Day 46: Military Deployment Threat, Judge Rules Against Feds, Far-Right Agitators Opposed
A month and a half into Operation Metro Surge, the federal immigration enforcement blitz that has flooded the Twin Cities with ICE and other federal agents, protests and developments are accelerating
Source: unicornriot.ninja
AWS Launches AWS European Sovereign Cloud and Announces Expansion Across Europe
AWS Launches AWS European Sovereign Cloud and Announces Expansion Across Europe
-Today, Amazon Web Services (AWS) announced the general availability of the AWS European Sovereign Cloud, a new, independent cloud for Europe entirely located ...
Source: en.antaranews.com
U.S. IPO Weekly Recap: 1 Small Issuer And 3 SPACs List, As More Big Names Join Pipeline
U.S. IPO Weekly Recap: 1 Small Issuer And 3 SPACs List, As More Big Names Join Pipeline
Companies don't normally price US IPOs during holiday weeks, but two deals are scheduled for the week ahead. Read more here.
Source: seekingalpha.com
Aluminium’s spectacular rally in India: What’s driving the rally above 320/kg and what lies ahead
Aluminium’s spectacular rally in India: What’s driving the rally above 320/kg and what lies ahead
Indias aluminium prices hit record highs in early 2026, tracking LMEs surge above 3,000/ton, driven by tight global supply, Chinas capacity limits, high energy costs, tariffs, and strong Indian demand, keeping domestic premiums elevated and outlook volatile through the year.
Source: economictimes.indiatimes.com
AP News in Brief at 12:04 a.m. EST
AP News in Brief at 12:04 a.m. EST
Judge rules feds in Minneapolis immigration operation can’t detain or tear gas peaceful protesters MINNEAPOLIS (AP) Federal officers in the Minneapolis-area participating in its largest recent U.S.
Source: www.winnipegfreepress.com
Blackout in Berlin: Pretext for erection of a police state
Blackout in Berlin: Pretext for erection of a police state
While those politically responsible largely ignored the plight of the population, within hours they began to politically exploit the attack on the power grid. The act of sabotage is being ruthlessly used to advance the expansion of a police state and domestic militarisation.
Source: www.wsws.org
Violent clashes at Iran's London embassy leave four in hospital
Violent clashes at Iran's London embassy leave four in hospital
A number of people have also been arrested on suspicion of violent disorder, the Metropolitan Police has said.
Source: news.sky.com
Red Sox Predicted to Trade Jarren Duran to Dodgers After Ranger Suarez Deal
Red Sox Predicted to Trade Jarren Duran to Dodgers After Ranger Suarez Deal
As spring training approaches, the Boston Red Sox find themselves with an enviable problem: too many talented outfielders for just three positions. With Roman
Source: commstrader.com
Noida set to replace 2,500 corroded power poles
Noida set to replace 2,500 corroded power poles
Noida: The power department will replace more than 2,500 dilapidated electricity poles across the district to improve supply ahead of the summer peak..
Source: timesofindia.indiatimes.com
Iran protest movement subsides in face of 'brutal' crackdown
Iran protest movement subsides in face of 'brutal' crackdown
Tehran's repression has 'likely suppressed the protest movement for now,' said the U.S.-based Institute for the Study of War, which has monitored the protest activity.
Source: www.japantimes.co.jp
Iran protest movement subsides in face of crackdown
Iran protest movement subsides in face of crackdown
Protests in Iran have subsided after a crackdown that has killed thousands under an internet blackout, monitors said, a week after the start of the largest demonstrations in years challenging the country's theocratic system.
Source: www.rte.ie
Crushed Velvet: Lou Reed lovers go from the Bowie Ball to the Princeton via LanaLou’s
Crushed Velvet: Lou Reed lovers go from the Bowie Ball to the Princeton via LanaLou’s
There is a very wide demographic that are familiar with or inspired by these songs.
Source: www.straight.com
Healthcare’s AI Lesson: Autocomplete Isn’t Understanding
Healthcare’s AI Lesson: Autocomplete Isn’t Understanding
Healthcare AI lesson: AI won’t replace drug scientists it supercharges them: faster discovery + cheaper testing. The real revolution is operations + cash flow, not hype.
Source: www.forbes.com
No sign of new protests in Iran as a hard-line cleric calls for executions, threatens Trump
No sign of new protests in Iran as a hard-line cleric calls for executions, threatens Trump
Iran faces a tense calm as hard-line clerics threaten executions and U.S. relations shift amid ongoing protests and repression.
Source: www.thehindu.com
Zelensky demands lasting security pledges following missile resupply
Zelensky demands lasting security pledges following missile resupply
President Volodymyr Zelensky stated on Friday that Ukraine requires permanent and unwavering security guarantees from its allies, according to a report by the I...
Source: www.dimsumdaily.hk
A for Assam’: Modi’s vision and a decade of transformation
A for Assam’: Modi’s vision and a decade of transformation
Assam stands at the cusp of a new age, thanks to the visionary leadership of Prime Minister Narendra Modi. The once tumultuous landscape is now a portrait of tranquility, as incidents of insurgency have significantly dropped. Simultaneously, robust infrastructure projects like expansive highways and innovative bridges are reshaping the state, establishing it as a vital corridor for trade and travel.
Source: economictimes.indiatimes.com
Trump pushes emergency power auction to make Big Tech pay for soaring energy costs
Trump pushes emergency power auction to make Big Tech pay for soaring energy costs
The Trump administration is seeking an emergency power auction to make tech giants pay for soaring data center electricity costs affecting millions of customers.
Source: www.foxbusiness.com
No sign of new protests in Iran as a hard-line cleric calls for executions and threatens Trump
No sign of new protests in Iran as a hard-line cleric calls for executions and threatens Trump
Iran faces uneasy calm after deadly protests, with a hard-line cleric demanding death for detainees and threatening President Trump. Trump, however, expressed gratitude for canceled executions, signaling a potential de-escalation. Thousands have reportedly died, with a week-long internet blackout continuing as outward normality returns to Tehran.
Source: economictimes.indiatimes.com
The funnel didn’t die. We killed it.
The funnel didn’t die. We killed it.
The traditional B2B funnel failed because it optimized volume over trust. GTM replaces the funnel by aligning marketing, sales, RevOps, and customer success aro...
Source: www.markempa.com
Indian Oil, Nayara lift Russian crude as RIL skips; IOC accounts for 43 of January imports
Indian Oil, Nayara lift Russian crude as RIL skips; IOC accounts for 43 of January imports
India's Russian oil imports have fallen significantly this month. US sanctions have reduced the number of buyers. Indian Oil and Nayara Energy are now the main purchasers, boosting their intake. Reliance Industries has stopped all Russian crude supplies. This shift is prompting Russian suppliers to offer deeper discounts on their oil.
Source: economictimes.indiatimes.com
Living without America continued
Living without America continued
Quentin Stafford-Fraser's blog
Source: statusq.org
The effects of flooding on a bank filtration site: lessons learned from the Breslau (Wroc aw) manganese calamities of 1906 - Hydrogeology Journal
The effects of flooding on a bank filtration site: lessons learned from the Breslau (Wroc aw) manganese calamities of 1906 - Hydrogeology Journal
Riverbank filtration is a common technique used in water supply systems, but flooding of the well field and the associated deterioration of water quality are a constant concern. However, well-documented examples of flood effects are scarce. Therefore, several data sets of such a case from the beginning of the 20th century from the city of Breslau (Wroc aw), Poland, were brought together and evaluated with modern methods, including quantitative reaction modeling. Overpumping and a drought had le
Source: link.springer.com
Addressing complex social-hydrogeological challenges through inter- and transdisciplinary knowledge co-production - Hydrogeology Journal
Addressing complex social-hydrogeological challenges through inter- and transdisciplinary knowledge co-production - Hydrogeology Journal
Knowledge co-production (KCP) between science and practice is essential to address complex social-hydrogeological challenges. However, there is a need to clarify and operationalize KCP within collaborative research. This study characterizes KCP and evaluates its impact on developing sustainable groundwater management strategies based on two case studies in Europe, where transdisciplinary research enabled scientists and stakeholders to collaboratively develop sustainable groundwater management st
Source: link.springer.com
Georgian demonstrators watch Iran closely as their own protests grind on
Georgian demonstrators watch Iran closely as their own protests grind on
Georgians display Iranian Lion and Sun flags during daily protests in Tbilisi, showing solidarity with Iranian demonstrators while opposing EU accession halt by their government.
Source: www.foxnews.com
Trump thanks Iran for not following through on executions of protesters
Trump thanks Iran for not following through on executions of protesters
Trump thanks Iran for canceling planned executions of political prisoners, signaling a shift in his stance on military action.
Source: www.thehindu.com
Tech Mahindra Q3 preview: Margins to grow 40-70 bps, revenue growth expected at 1-2
Tech Mahindra Q3 preview: Margins to grow 40-70 bps, revenue growth expected at 1-2
Tech Mahindra’s EBIT margin is expected to increase 40-70 bps in the quarter ending on December 31, 2025 with revenue growth is expected to grow 1-2 , as per brokerages.
Source: www.thehindubusinessline.com
Mitsubishi to buy Aethon U.S. gas assets in 5.2 billion deal
Mitsubishi to buy Aethon U.S. gas assets in 5.2 billion deal
Japanese energy companies are looking to expand into U.S. oil and gas following renewed support from President Donald Trump’s administration.
Source: www.japantimes.co.jp
Innovative Energy to assemble electric golf carts, plans US 5m additional public offering
Innovative Energy to assemble electric golf carts, plans US 5m additional public offering
Innovative Energy Group (IEG) plans to assemble electric golf carts in Jamaica, betting the venture will open doors for its core solar panel business across Caribbean resorts and golf clubs. The renewable-energy company plans to hire some 20...
Source: jamaica-gleaner.com
Water supply interruptions in Lsk, Kafue due to heavy rains Nzovu Zambia: News Diggers!
Water supply interruptions in Lsk, Kafue due to heavy rains Nzovu Zambia: News Diggers!

Source: diggers.news
How the White House and governors want to fix AI-driven power shortages and price spikes
How the White House and governors want to fix AI-driven power shortages and price spikes
The White House and a bipartisan group of governors are pressuring the operator of the mid-Atlantic power grid to take urgent steps to boost energy supply and curb price hikes, holding a Friday event...
Source: www.winnipegfreepress.com
[2601.09775] The Geometry of Thought: Disclosing the Transformer as a Tropical Polynomial Circuit
[2601.09775] The Geometry of Thought: Disclosing the Transformer as a Tropical Polynomial Circuit
We prove that the Transformer self-attention mechanism in the high-confidence regime ( to infty , where is an inverse temperature) operates in the tropical semiring (max-plus algebra). In particular, we show that taking the tropical limit of the softmax attention converts it into a tropical matrix product. This reveals that the Transformer's forward pass is effectively executing a dynamic programming recurrence (specifically, a Bellman-Ford path-finding update) on a latent graph defined
Source: arxiv.org
[2601.09717] SALP-CG: Standard-Aligned LLM Pipeline for Classifying and Grading Large Volumes of Online Conversational Health Data
[2601.09717] SALP-CG: Standard-Aligned LLM Pipeline for Classifying and Grading Large Volumes of Online Conversational Health Data
Online medical consultations generate large volumes of conversational health data that often embed protected health information, requiring robust methods to classify data categories and assign risk levels in line with policies and practice. However, existing approaches lack unified standards and reliable automated methods to fulfill sensitivity classification for such conversational health data. This study presents a large language model-based extraction pipeline, SALP-CG, for classifying and gr
Source: arxiv.org
[2601.09841] A pipeline for enabling path-specific causal fairness in observational health data
[2601.09841] A pipeline for enabling path-specific causal fairness in observational health data
When training machine learning (ML) models for potential deployment in a healthcare setting, it is essential to ensure that they do not replicate or exacerbate existing healthcare biases. Although many definitions of fairness exist, we focus on path-specific causal fairness, which allows us to better consider the social and medical contexts in which biases occur (e.g., direct discrimination by a clinician or model versus bias due to differential access to the healthcare system) and to characteri
Source: arxiv.org
[2601.10519] Transformer-Based Cognitive Radio: Adaptive Modulation Strategies Using Transformer Models
[2601.10519] Transformer-Based Cognitive Radio: Adaptive Modulation Strategies Using Transformer Models
Cognitive Radio (CR) systems, which dynamically adapt to changing spectrum environments, could benefit significantly from advancements in machine learning technologies. These systems can be enhanced in terms of spectral efficiency, robustness, and security through innovative approaches such as the use of Transformer models. This work investigates the application of Transformer models, specifically the GPT-2 architecture, to generate novel modulation schemes for wireless communications. By traini
Source: arxiv.org
[2601.10525] Learning from Brain Topography: A Hierarchical Local-Global Graph-Transformer Network for EEG Emotion Recognition
[2601.10525] Learning from Brain Topography: A Hierarchical Local-Global Graph-Transformer Network for EEG Emotion Recognition
Understanding how local neurophysiological patterns interact with global brain dynamics is essential for decoding human emotions from EEG signals. However, existing deep learning approaches often overlook the brain's intrinsic spatial organization, failing to simultaneously capture local topological relations and global dependencies. To address these challenges, we propose Neuro-HGLN, a Neurologically-informed Hierarchical Graph-Transformer Learning Network that integrates biologically grounded
Source: arxiv.org
Unity Asset Store
Unity Asset Store
Elevate your workflow with the Raccoon 01 asset from ppplux8. Find this & other Characters options on the Unity Asset Store.
Source: assetstore.unity.com
IHCL acquires controlling stake in Brij Hotels
IHCL acquires controlling stake in Brij Hotels
Indian Hotels Company (IHCL), India's largest hospitality firm, has announced the acquisition of a 51 stake in Brij Hospitality
Source: www.traveldailymedia.com
Mitsubishi to buy Aethon US gas assets in 5.2 billion deal
Mitsubishi to buy Aethon US gas assets in 5.2 billion deal
Mitsubishi acquires Aethon Energy's US gas assets for 5.2 billion, marking a major investment in American shale.
Source: www.thehindubusinessline.com
Mitsubishi to acquire shale gas assets in Texas and Louisiana in a 7.5 billion deal
Mitsubishi to acquire shale gas assets in Texas and Louisiana in a 7.5 billion deal
In a filing with the Tokyo Stock Exchange, Mitsubishi said that the investment will strengthen the earnings base of the company's natural gas and LNG businesses.
Source: www.cnbc.com
I am not a robot: ClickFix used to deploy StealC and Qilin
I am not a robot: ClickFix used to deploy StealC and Qilin
The fake human verification process led to infostealer and ransomware infections.
Source: www.sophos.com
Global Markets React to China’s Grid Investment, Major M&A, and Shifting Commodities
Global Markets React to China’s Grid Investment, Major M&A, and Shifting Commodities
China's energy sector saw a significant boost today as State Grid, the world's largest utility, unveiled an unprecedented 4 trillion yuan (US 574
Source: stockmarketwatch.com
Emergency Intervention : Trump To Cap Residential Electric Bills By Forcing Tech Giants To Pay For Soaring Power Costs
Emergency Intervention : Trump To Cap Residential Electric Bills By Forcing Tech Giants To Pay For Soaring Power Costs
Friday’s action is being cast as a one-time emergency intervention into the PJM market, necessary because of the rapid rise in electricity prices in the Mid-Atlantic region.
Source: www.zerohedge.com
[VIC] 6.6kw Solar Panels + 10kw Inverter, FoxEss 41.93kwh Battery 9,999 Installed (after Rebate) ( 2400 Upfront) @ PA Power
[VIC] 6.6kw Solar Panels + 10kw Inverter, FoxEss 41.93kwh Battery 9,999 Installed (after Rebate) ( 2400 Upfront) @ PA Power

Source: www.ozbargain.com.au
Ross Gerber Says Elon Musk Is 'Partially Responsible' For EV Rollback In US - Tesla (NASDAQ:TSLA)
Ross Gerber Says Elon Musk Is 'Partially Responsible' For EV Rollback In US - Tesla (NASDAQ:TSLA)
Investor Ross Gerber thinks that Tesla CEO Elon Musk could be blamed in part for rollback of EVs in the U.S.
Source: www.benzinga.com
Infosys share price jumps 5 : Why is the IT stock rising today
Infosys share price jumps 5 : Why is the IT stock rising today
Infosys reported deal wins worth 4.8 billion in the third quarter, a sharp jump from 3.1 billion in the previous quarter. Around 57 of these deals were classified as net new, indicating fresh business additions rather than renewals.
Source: www.indiatoday.in
Sensex jumps over 600 pts, Nifty above 25,800 after Infosys earnings push
Sensex jumps over 600 pts, Nifty above 25,800 after Infosys earnings push
Indian markets traded higher on Friday, with Sensex and Nifty buoyed by Infosys stronger-than-expected Q3 results and upgraded FY26 revenue guidance. IT stocks led gains, while mid- and small-caps also saw rises. Experts cited limited triggers, FII flows, and global cues including AI momentum, crude stability, and Fed comments as key factors.
Source: economictimes.indiatimes.com
No gravity Hydrogen Fuel Cells: Ace Launch Tests for Artemis Lander
No gravity Hydrogen Fuel Cells: Ace Launch Tests for Artemis Lander
If you think gravity’s got them pinned down, think again.Nimbus Power Systems and Blue Origin have just outdone themselves, proving that hydrogen fuel cells
Source: www.hydrogenfuelnews.com
Green hydrogen production kicks off in Egypt’s Ain Sokhna hub
Green hydrogen production kicks off in Egypt’s Ain Sokhna hub
This month, Egypt flipped the switch on its first 100MW green hydrogen facility in the Ain Sokhna Industrial Zone, kicking off its maiden shipments of
Source: www.hydrogenfuelnews.com
Hydrogen Infrastructure Expansion: Sylvan Group’s 270M Investment in SK Hyverse Liquefied H Network
Hydrogen Infrastructure Expansion: Sylvan Group’s 270M Investment in SK Hyverse Liquefied H Network
As the year wound down, The Sylvan Group grabbed headlines by buying out Plug Power’s 49 share in SK Hyverse. This Hyundai-family-backed move is stirring up
Source: www.hydrogenfuelnews.com
Fuel Cell Technology Powers South Korea’s AI Data Centers
Fuel Cell Technology Powers South Korea’s AI Data Centers
So, this month, AMCHAM Korea and Bloom Energy teamed up on an MOU that could totally shake up how South Korea keeps its AI data centers buzzing. With compute
Source: www.hydrogenfuelnews.com
Foreign Minister Winston Peters says NZ 'appalled' by violence, repression in Iran
Foreign Minister Winston Peters says NZ 'appalled' by violence, repression in Iran
Winston Peters has condemned the brutal response to the protests - which has included the reported killing of thousands of demonstrators.
Source: www.rnz.co.nz
IBM Introduces New Software to Address Growing Digital Sovereignty Imperative
IBM Introduces New Software to Address Growing Digital Sovereignty Imperative
Purpose-built to enable organizations to deploy their own secured, compliant and automated environments for AI-ready sovereign workloads
Source: www.manilatimes.net
Suburban Interior Worlds Ambisonic Interior Ambience (Ambix FOA)
Suburban Interior Worlds Ambisonic Interior Ambience (Ambix FOA)
Layer in the sounds of Suburban Interior Worlds Ambisonic Interior Ambience (Ambix FOA) from Wolf Tone Recorders for your next project. Browse all audio options on the Unity Asset Store.
Source: assetstore.unity.com
Embassy in Kingston awaits further guidance’ on visa edict
Embassy in Kingston awaits further guidance’ on visa edict
The United States Embassy in Kingston is awaiting further guidance from Washington following the decision by the American government to suspend the proces...
Source: jamaica-gleaner.com
Uganda: Blanket Internet Shutdown Violates Rights
Uganda: Blanket Internet Shutdown Violates Rights
Ugandan authorities should immediately restore internet access and refrain from imposing blanket shutdowns that undermine fundamental rights and threaten election integrity.
Source: www.hrw.org
Mukesh Ambani's Reliance Industries Infrastructure profit rises 9.9 YoY to Rs 3.01 crore in Q3 FY26
Mukesh Ambani's Reliance Industries Infrastructure profit rises 9.9 YoY to Rs 3.01 crore in Q3 FY26
Reliance Industrial Infrastructure Limited (RIIL), a group company of Reliance Industries Limited (RIL), reported a 9.9 per cent year-on-year (YoY) rise in its consolidated net profit for the third quarter of FY26.
Source: www.dnaindia.com
Hedge Funds at a Turning Point:
Hedge Funds at a Turning Point:

Source: www.hedgeco.net
[2601.09680] Automating Supply Chain Disruption Monitoring via an Agentic AI Approach
[2601.09680] Automating Supply Chain Disruption Monitoring via an Agentic AI Approach
Modern supply chains are increasingly exposed to disruptions from geopolitical events, demand shocks, trade restrictions, to natural disasters. While many of these disruptions originate deep in the supply network, most companies still lack visibility beyond Tier-1 suppliers, leaving upstream vulnerabilities undetected until the impact cascades downstream. To overcome this blind-spot and move from reactive recovery to proactive resilience, we introduce a minimally supervised agentic AI framework
Source: arxiv.org
UK awards 8.4 GW in Europe's largest offshore wind auction ever
UK awards 8.4 GW in Europe's largest offshore wind auction ever
The UK's latest offshore wind auction awarded 8.4 GW, making it the biggest offshore wind auction in Europe to date. Strong competition led to competitive average prices of 91.20/MWh in England . . .
Source: globalrenewablenews.com
Viridi Announces Sale of First Section 48 Investment Tax Credits from Magnolia Landfill RNG Project in Baldwin County, Alabama
Viridi Announces Sale of First Section 48 Investment Tax Credits from Magnolia Landfill RNG Project in Baldwin County, Alabama
Viridi Energy (
Source: globalrenewablenews.com
Heelstone Renewable Energy, a Qualitas Energy company, secures a 200 million senior corporate credit facility
Heelstone Renewable Energy, a Qualitas Energy company, secures a 200 million senior corporate credit facility
Highlights The financing will strengthen Heelstone's capacity to deliver an expanding portfolio of renewable energy projects across the U.S., supporting over 5 GW of solar, wind, and bat. . .
Source: globalrenewablenews.com
[2601.08879] Echoes of Ideology: Toward an Audio Analysis Pipeline to Unveil Character Traits in Historical Nazi Propaganda Films
[2601.08879] Echoes of Ideology: Toward an Audio Analysis Pipeline to Unveil Character Traits in Historical Nazi Propaganda Films
This study investigates the use of computational audio analysis to examine ideological narratives in Nazi propaganda films. Employing a three-step pipeline, speaker diarization, audio transcription and psycholinguistic analysis, it reveals ideological patterns in characters. Despite current issues with speaker diarization, the methodology provides insights into character traits and propaganda narratives, suggesting scalable applications.
Source: arxiv.org
[2601.08926] Measuring the Vertical Structure of Active Galactic Nuclei Disks with Transformer Models and the Vera C. Rubin Observatory
[2601.08926] Measuring the Vertical Structure of Active Galactic Nuclei Disks with Transformer Models and the Vera C. Rubin Observatory
Reverberation mapping is one of the main techniques used to study active galactic nuclei (AGN) accretion disks. Traditional continuum reverberation mapping uses short lags between variability in different wavelength AGN light curves on the light crossing timescale of the disk to measure the radial structure of the disk. The harder-to-detect long negative lag measures lags on the longer inflow timescale, opening up a new window to mapping out the vertical structure of AGN disks. The Vera Rubin Ob
Source: arxiv.org
[2601.08995] Build Code is Still Code: Finding the Antidote for Pipeline Poisoning
[2601.08995] Build Code is Still Code: Finding the Antidote for Pipeline Poisoning
Open source C code underpins society's computing infrastructure. Decades of work has helped harden C code against attackers, but C projects do not consist of only C code. C projects also contain build system code for automating development tasks like compilation, testing, and packaging. These build systems are critcal to software supply chain security and vulnerable to being poisoned, with the XZ Utils and SolarWinds attacks being recent examples. Existing techniques try to harden software suppl
Source: arxiv.org
KKR Announces Strategic Partnership With RWE to Realise UK Offshore Windfarms
KKR Announces Strategic Partnership With RWE to Realise UK Offshore Windfarms
KKR, a leading global investment firm, and RWE, one of the global leading renewable energy companies, today (Jan 14) announced a strategic partnership to jointly realise RWE's UK Norfolk Va. . .
Source: globalrenewablenews.com
[2601.09130] Equi-ViT: Rotational Equivariant Vision Transformer for Robust Histopathology Analysis
[2601.09130] Equi-ViT: Rotational Equivariant Vision Transformer for Robust Histopathology Analysis
Vision Transformers (ViTs) have gained rapid adoption in computational pathology for their ability to model long-range dependencies through self-attention, addressing the limitations of convolutional neural networks that excel at local pattern capture but struggle with global contextual reasoning. Recent pathology-specific foundation models have further advanced performance by leveraging large-scale pretraining. However, standard ViTs remain inherently non-equivariant to transformations such as
Source: arxiv.org
[2601.09238] Knowledge-Embedded and Hypernetwork-Guided Few-Shot Substation Meter Defect Image Generation Method
[2601.09238] Knowledge-Embedded and Hypernetwork-Guided Few-Shot Substation Meter Defect Image Generation Method
Substation meters play a critical role in monitoring and ensuring the stable operation of power grids, yet their detection of cracks and other physical defects is often hampered by a severe scarcity of annotated samples. To address this few-shot generation challenge, we propose a novel framework that integrates Knowledge Embedding and Hypernetwork-Guided Conditional Control into a Stable Diffusion pipeline, enabling realistic and controllable synthesis of defect images from limited data. First
Source: arxiv.org
[2601.09428] Draw it like Euclid: Teaching transformer models to generate CAD profiles using ruler and compass construction steps
[2601.09428] Draw it like Euclid: Teaching transformer models to generate CAD profiles using ruler and compass construction steps
We introduce a new method of generating Computer Aided Design (CAD) profiles via a sequence of simple geometric constructions including curve offsetting, rotations and intersections. These sequences start with geometry provided by a designer and build up the points and curves of the final profile step by step. We demonstrate that adding construction steps between the designer's input geometry and the final profile improves generation quality in a similar way to the introduction of a chain of tho
Source: arxiv.org
[2601.09467] Searth Transformer: A Transformer Architecture Incorporating Earth's Geospheric Physical Priors for Global Mid-Range Weather Forecasting
[2601.09467] Searth Transformer: A Transformer Architecture Incorporating Earth's Geospheric Physical Priors for Global Mid-Range Weather Forecasting
Accurate global medium-range weather forecasting is fundamental to Earth system science. Most existing Transformer-based forecasting models adopt vision-centric architectures that neglect the Earth's spherical geometry and zonal periodicity. In addition, conventional autoregressive training is computationally expensive and limits forecast horizons due to error accumulation. To address these challenges, we propose the Shifted Earth Transformer (Searth Transformer), a physics-informed architecture
Source: arxiv.org
[2601.09612] Analyzing GitHub Issues and Pull Requests in nf-core Pipelines: Insights into nf-core Pipeline Repositories
[2601.09612] Analyzing GitHub Issues and Pull Requests in nf-core Pipelines: Insights into nf-core Pipeline Repositories
Scientific Workflow Management Systems (SWfMSs) such as Nextflow have become essential software frameworks for conducting reproducible, scalable, and portable computational analyses in data-intensive fields like genomics, transcriptomics, and proteomics. Building on Nextflow, the nf-core community curates standardized, peer-reviewed pipelines that follow strict testing, documentation, and governance guidelines. Despite its broad adoption, little is known about the challenges users face during th
Source: arxiv.org
[2601.09706] Value-Aware Numerical Representations for Transformer Language Models
[2601.09706] Value-Aware Numerical Representations for Transformer Language Models
Transformer-based language models often achieve strong results on mathematical reasoning benchmarks while remaining fragile on basic numerical understanding and arithmetic operations. A central limitation is that numbers are processed as symbolic tokens whose embeddings do not explicitly encode numerical value, leading to systematic errors. We introduce a value-aware numerical representation that augments standard tokenized inputs with a dedicated prefix token whose embedding is explicitly condi
Source: arxiv.org
Disc Medicine, Inc. (IRON) Presents at 44th Annual J.P. Morgan Healthcare Conference Transcript
Disc Medicine, Inc. (IRON) Presents at 44th Annual J.P. Morgan Healthcare Conference Transcript
Disc Medicine, Inc. (IRON) 44th Annual J.P.
Source: seekingalpha.com
45 of Tripura-Mizoram gas pipeline project complete: Officials
45 of Tripura-Mizoram gas pipeline project complete: Officials
Work on the natural gas pipeline connecting Tripura and Mizoram is progressing well. Officials report 45 percent completion. The 119.5-km project is slated for completion by December 2027. This initiative will bring affordable gas to Mizoram for domestic, commercial, and industrial use.
Source: economictimes.indiatimes.com
UN Security Council to meet on Iran - presidency
UN Security Council to meet on Iran - presidency
The UN Security Council is slated to meet for a briefing on the situation in Iran, according to a spokesperson for the Somali presidency.
Source: www.rte.ie
The Bullet Won’t Miss : Iran Airs Assassination Threat Against Donald Trump on State TV
The Bullet Won’t Miss : Iran Airs Assassination Threat Against Donald Trump on State TV
Donald Trump served fresh assassination threats from Iran as both the countries face their peak escalation
Source: www.inquisitr.com
Industrial & warehousing leasing hits record high in 2025 driven by 3PL, engineering & e-commerce demand
Industrial & warehousing leasing hits record high in 2025 driven by 3PL, engineering & e-commerce demand
India's industrial and warehousing sector saw robust growth in 2025, with absorption reaching 36.9 million sq ft, a 16 year-on-year increase. Driven by strong demand from logistics, engineering, and e-commerce, Delhi NCR and Chennai led the absorption. The year concluded with a strong Q4, fueled by large transactions and expansion-led demand.
Source: economictimes.indiatimes.com
Trump's Huge Venezuela Gamble
Trump's Huge Venezuela Gamble
I am inclined to believe that the Venezuela adventure is not an indication of American strength, alas, but rather of American weakness, points out Rajeev Srinivasan.
Source: www.rediff.com
Iranian Protests Turn into Brutal Massacre
Iranian Protests Turn into Brutal Massacre
https://twitter.com/ShayanX0/status/2007606814947594567
Source: www.armstrongeconomics.com
[2601.07930] Transformer-Based Approach for Automated Functional Group Replacement in Chemical Compounds
[2601.07930] Transformer-Based Approach for Automated Functional Group Replacement in Chemical Compounds
Functional group replacement is a pivotal approach in cheminformatics to enable the design of novel chemical compounds with tailored properties. Traditional methods for functional group removal and replacement often rely on rule-based heuristics, which can be limited in their ability to generate diverse and novel chemical structures. Recently, transformer-based models have shown promise in improving the accuracy and efficiency of molecular transformations, but existing approaches typically focus
Source: arxiv.org
Canadian Solar Announces Closing of Offering of US 230 Million Convertible Senior Notes Due 2031
Canadian Solar Announces Closing of Offering of US 230 Million Convertible Senior Notes Due 2031
Canadian Solar Inc. (NASDAQ: CSIQ) (the
Source: globalrenewablenews.com
[2601.08558] REVNET: Rotation-Equivariant Point Cloud Completion via Vector Neuron Anchor Transformer
[2601.08558] REVNET: Rotation-Equivariant Point Cloud Completion via Vector Neuron Anchor Transformer
Incomplete point clouds captured by 3D sensors often result in the loss of both geometric and semantic information. Most existing point cloud completion methods are built on rotation-variant frameworks trained with data in canonical poses, limiting their applicability in real-world scenarios. While data augmentation with random rotations can partially mitigate this issue, it significantly increases the learning burden and still fails to guarantee robust performance under arbitrary poses. To addr
Source: arxiv.org
[2601.08525] A dynamical model of the U.S. mathematics graduate degree pipeline
[2601.08525] A dynamical model of the U.S. mathematics graduate degree pipeline
We present a latent-stock compartmental framework for modeling degree production systems when only completion flows, rather than enrollments, are observed. Applied to U.S. mathematics degrees from 1969 to 2017, the model treats master's and PhD populations as latent compartments -- unobserved state variables that are inferred indirectly because they generate the observed completion flows -- with time-varying routing fractions and completion hazards. Using information-criterion model comparison
Source: arxiv.org
[2601.08275] Markovian Pre-Trained Transformer for Next-Item Recommendation
[2601.08275] Markovian Pre-Trained Transformer for Next-Item Recommendation
We introduce the Markovian Pre-trained Transformer (MPT) for next-item recommendation, a transferable model fully pre-trained on synthetic Markov chains, yet capable of achieving state-of-the-art performance by fine-tuning a lightweight adaptor. This counterintuitive success stems from the observation of the `Markovian' nature: advanced sequential recommenders coincidentally rely on the latest interaction to make predictions, while the historical interactions serve mainly as auxiliary cues for i
Source: arxiv.org
[2601.08251] Hyperbolic Heterogeneous Graph Transformer
[2601.08251] Hyperbolic Heterogeneous Graph Transformer
In heterogeneous graphs, we can observe complex structures such as tree-like or hierarchical structures. Recently, the hyperbolic space has been widely adopted in many studies to effectively learn these complex structures. Although these methods have demonstrated the advantages of the hyperbolic space in learning heterogeneous graphs, most existing methods still have several challenges. They rely heavily on tangent-space operations, which often lead to mapping distortions during frequent transit
Source: arxiv.org
[2506.05952] MOGO: Residual Quantized Hierarchical Causal Transformer for High-Quality and Real-Time 3D Human Motion Generation
[2506.05952] MOGO: Residual Quantized Hierarchical Causal Transformer for High-Quality and Real-Time 3D Human Motion Generation
Recent advances in transformer-based text-to-motion generation have led to impressive progress in synthesizing high-quality human motion. Nevertheless, jointly achieving high fidelity, streaming capability, real-time responsiveness, and scalability remains a fundamental challenge. In this paper, we propose MOGO (Motion Generation with One-pass), a novel autoregressive framework tailored for efficient and real-time 3D motion generation. MOGO comprises two key components: (1) MoSA-VQ, a motion sca
Source: arxiv.org
[2601.08013] Beyond the Next Port: A Multi-Task Transformer for Forecasting Future Voyage Segment Durations
[2601.08013] Beyond the Next Port: A Multi-Task Transformer for Forecasting Future Voyage Segment Durations
Accurate forecasts of segment-level sailing durations are fundamental to enhancing maritime schedule reliability and optimizing long-term port operations. However, conventional estimated time of arrival (ETA) models are primarily designed for the immediate next port of call and rely heavily on real-time automatic identification system (AIS) data, which is inherently unavailable for future voyage segments. To address this gap, the study reformulates future-port ETA prediction as a segment-level t
Source: arxiv.org
[2601.07985] Multilingual, Multimodal Pipeline for Creating Authentic and Structured Fact-Checked Claim Dataset
[2601.07985] Multilingual, Multimodal Pipeline for Creating Authentic and Structured Fact-Checked Claim Dataset
The rapid proliferation of misinformation across online platforms underscores the urgent need for robust, up-to-date, explainable, and multilingual fact-checking resources. However, existing datasets are limited in scope, often lacking multimodal evidence, structured annotations, and detailed links between claims, evidence, and verdicts. This paper introduces a comprehensive data collection and processing pipeline that constructs multimodal fact-checking datasets in French and German languages b
Source: arxiv.org
[2601.07975] An Efficient Additive Kolmogorov-Arnold Transformer for Point-Level Maize Localization in Unmanned Aerial Vehicle Imagery
[2601.07975] An Efficient Additive Kolmogorov-Arnold Transformer for Point-Level Maize Localization in Unmanned Aerial Vehicle Imagery
High-resolution UAV photogrammetry has become a key technology for precision agriculture, enabling centimeter-level crop monitoring and point-level plant localization. However, point-level maize localization in UAV imagery remains challenging due to (1) extremely small object-to-pixel ratios, typically less than 0.1 , (2) prohibitive computational costs of quadratic attention on ultra-high-resolution images larger than 3000 x 4000 pixels, and (3) agricultural scene-specific complexities such as
Source: arxiv.org
[2601.07954] A Human-Centric Pipeline for Aligning Large Language Models with Chinese Medical Ethics
[2601.07954] A Human-Centric Pipeline for Aligning Large Language Models with Chinese Medical Ethics
Recent advances in large language models have enabled their application to a range of healthcare tasks. However, aligning LLMs with the nuanced demands of medical ethics, especially under complex real world scenarios, remains underexplored. In this work, we present MedES, a dynamic, scenario-centric benchmark specifically constructed from 260 authoritative Chinese medical, ethical, and legal sources to reflect the challenges in clinical decision-making. To facilitate model alignment, we introduc
Source: arxiv.org
Why Iran can’t afford to shut down the internet forever even if the world doesn’t act
Why Iran can’t afford to shut down the internet forever even if the world doesn’t act
Thousands of Iranians have been killed in the current protests. But the longer the regime maintains its blackout, the more people will be driven onto the streets.
Source: theconversation.com
What The USA’s Largest Bank Thinks About The State Of The Country’s Economy In Q4 2025 : The Good Investors
What The USA’s Largest Bank Thinks About The State Of The Country’s Economy In Q4 2025 : The Good Investors

Source: www.thegoodinvestors.sg
Iran Set To Execute First Protester Arrested In Latest Anti-Regime Protests, Trump Threatens Strong Action If Hangings Proceed
Iran Set To Execute First Protester Arrested In Latest Anti-Regime Protests, Trump Threatens Strong Action If Hangings Proceed
Iran is reportedly prepared to execute its first protester today following mass arrests
Source: swarajyamag.com
Swedish Orphan Biovitrum AB (publ) (SWOBY) Presents at 44th Annual J.P. Morgan Healthcare Conference Transcript
Swedish Orphan Biovitrum AB (publ) (SWOBY) Presents at 44th Annual J.P. Morgan Healthcare Conference Transcript
Swedish Orphan Biovitrum AB (publ) (SWOBY) 44th Annual J.P.
Source: seekingalpha.com
Tanker prices rise amid short supply in Gurgaon, MCG starts emergency service
Tanker prices rise amid short supply in Gurgaon, MCG starts emergency service
Gurgaon: Tankers are in high demand. As the water crisis deepened, residents across the city were seen frantically calling them on Tuesday, with most .
Source: timesofindia.indiatimes.com
Pipeline leak sends water supply haywire in Gurgaon, new sectors worst hit
Pipeline leak sends water supply haywire in Gurgaon, new sectors worst hit
Gurgaon: A leakage in the 1,600 mm master water pipeline at Chandu Budhera water treatment plant (WTP) has disrupted supply from one of the city's mai.
Source: timesofindia.indiatimes.com
In post-Indore tests, 26 samples of Gzb water found to have coliform
In post-Indore tests, 26 samples of Gzb water found to have coliform
Ghaziabad: Tests carried out in the wake of last month's water contamination deaths in Indore have indicated the presence of coliform in 26 samples co.
Source: timesofindia.indiatimes.com
Head-to-Head Real-World Cadonilimab Outperforms PD-1 Inhibitors in First-Line PD-L1-Low Gastric Cancer
Head-to-Head Real-World Cadonilimab Outperforms PD-1 Inhibitors in First-Line PD-L1-Low Gastric Cancer
HONG KONG, Jan. 14, 2026 /PRNewswire/ -- Akeso, Inc. (9926.HK) announced the presentation of a real-world study at the 2026 American Society of Clinical Oncology Gastrointestinal Cancers Symposium (ASCO GI), comparing cadonilimab plus chemotherapy against a PD-1 inhibitor plus chemotherapy for the first-line (1L) treatment for advanced gastric (G) or gastroesophageal junction (GEJ) cancer with PD-L1 CPS
Source: www.manilatimes.net
Elanco Animal Health Incorporated (ELAN) Presents at 44th Annual J.P. Morgan Healthcare Conference Transcript
Elanco Animal Health Incorporated (ELAN) Presents at 44th Annual J.P. Morgan Healthcare Conference Transcript
Elanco Animal Health Incorporated (ELAN) 44th Annual J.P.
Source: seekingalpha.com
Iranians in Chicago voice opposition to U.S. military intervention amid brutal crackdown
Iranians in Chicago voice opposition to U.S. military intervention amid brutal crackdown
As the Iranian government continues to repress protesters angered over its jittery economy, locals who've been cut off from communication with relatives in Iran say that use of force would harm not help a volatile situation.
Source: chicago.suntimes.com
Microsoft's Brad Smith pushes Big Tech to 'pay our way' for AI data centers amid rising opposition
Microsoft's Brad Smith pushes Big Tech to 'pay our way' for AI data centers amid rising opposition
Microsoft President Brad Smith calls on Big Tech to fund AI data centers as local communities express growing concerns over environmental impact and rising electricity costs.
Source: cio.economictimes.indiatimes.com
Iran’s Internet Blackout Concealing Atrocities
Iran’s Internet Blackout Concealing Atrocities
Reports of Large-Scale Killings in Iran under cover of internet blackout
Source: www.juancole.com
and faces a complex calculation
and faces a complex calculation
As Iran's deadly crackdown on anti-government protests continue, the US president is considering how best to respond.
Source: www.bbc.com
How Social Media is Channeling Popular Discontent During Iran’s Uprising
How Social Media is Channeling Popular Discontent During Iran’s Uprising
Iranian diaspora communities and non-Iranians alike have used social media to share concerns about the internet blackout
Source: www.juancole.com
Cautionary Tales Dumm und D mmer : Hitler Invades Florida
Cautionary Tales Dumm und D mmer : Hitler Invades Florida
In 1942, eight men are sent from Nazi Germany to infiltrate America. Their mission: to sabotage critical infrastructure. Their problem: they're idiots. Operatio...
Source: timharford.com
Zelestra secures 13 million green financing for solar projects
Zelestra secures 13 million green financing for solar projects
Zelestra, a global, multi-technology, customer-focused renewable energy company, has successfully reached financial signing for their first two solar projects in Italy, the 6.5 MWdc Ginosa plant in . . .
Source: globalrenewablenews.com
Aspen Power Secures 200 Million Strategic Capital Commitment from Deutsche Bank
Aspen Power Secures 200 Million Strategic Capital Commitment from Deutsche Bank
Aspen Power, a leading distributed generation platform backed by Carlyle and dedicated to building the clean energy future, today (Jan 12) announced the successful closing of a 200 million cap. . .
Source: globalrenewablenews.com
Adding Batteries to Hydropower Facilities Could Increase Dam Lifespan, Potential Revenue
Adding Batteries to Hydropower Facilities Could Increase Dam Lifespan, Potential Revenue
In its current form, the nation's electric grid largely doesn't store energy. The vast majority of electricity generated by fossil fuels, hydropower, and other sources flows into t. . .
Source: globalrenewablenews.com
Eco Wave Power Reports Strong December 2025 Wave Energy Performance at Jaffa Port, Reinforcing Scalability of Its Wave Energy Technology
Eco Wave Power Reports Strong December 2025 Wave Energy Performance at Jaffa Port, Reinforcing Scalability of Its Wave Energy Technology
Eco Wave Power Global AB (NASDAQ: WAVE) (
Source: globalrenewablenews.com
Hillsborough County Selects Waga Energy to Upgrade Landfill Gas to RNG in Florida
Hillsborough County Selects Waga Energy to Upgrade Landfill Gas to RNG in Florida
Hillsborough County has selected Waga Energy to build, own, operate, and maintain a renewable natural gas (RNG) production unit at the Southeast County Landfill in Lithia, Florida. When in operation, . . .
Source: globalrenewablenews.com
[2601.07536] A Protocol-Aware P4 Pipeline for MQTT Security and Anomaly Mitigation in Edge IoT Systems
[2601.07536] A Protocol-Aware P4 Pipeline for MQTT Security and Anomaly Mitigation in Edge IoT Systems

Source: arxiv.org
[2601.07465] Exoplanet transit search at the detection limit: detection and false alarm vetting pipeline
[2601.07465] Exoplanet transit search at the detection limit: detection and false alarm vetting pipeline
One of the primary mission goals of the Kepler space telescope was to detect Earth-like terrestrial planets in the habitable zone around Sun-like stars. These planets are at the detection limit, where the Kepler detection and vetting pipeline produced unreliable planet candidates. We present a novel pipeline that improves the removal of localized defects prior to the planet search, improves vetting at the level of individual transits and introduces a Bayes factor test statistic and an algorithm
Source: arxiv.org
[2601.07462] From Sketch to Fresco: Efficient Diffusion Transformer with Progressive Resolution
[2601.07462] From Sketch to Fresco: Efficient Diffusion Transformer with Progressive Resolution
Diffusion Transformers achieve impressive generative quality but remain computationally expensive due to iterative sampling. Recently, dynamic resolution sampling has emerged as a promising acceleration technique by reducing the resolution of early sampling steps. However, existing methods rely on heuristic re-noising at every resolution transition, injecting noise that breaks cross-stage consistency and forces the model to relearn global structure. In addition, these methods indiscriminately up
Source: arxiv.org
[2601.07334] Examining the Effectiveness of Transformer-Based Smart Contract Vulnerability Scan
[2601.07334] Examining the Effectiveness of Transformer-Based Smart Contract Vulnerability Scan
Smart contract technology facilitates self-executing agreements on the blockchain, eliminating dependency on an external trusted authority. However, smart contracts may expose vulnerabilities that can lead to financial losses and disruptions in decentralized applications. In this work, we evaluate deep learning-based approaches for vulnerability scanning of Ethereum smart contracts. We propose VASCOT, a Vulnerability Analyzer for Smart COntracts using Transformers, which performs sequential anal
Source: arxiv.org
[2601.07250] DDT: A Dual-Masking Dual-Expert Transformer for Energy Time-Series Forecasting
[2601.07250] DDT: A Dual-Masking Dual-Expert Transformer for Energy Time-Series Forecasting
Accurate energy time-series forecasting is crucial for ensuring grid stability and promoting the integration of renewable energy, yet it faces significant challenges from complex temporal dependencies and the heterogeneity of multi-source data. To address these issues, we propose DDT, a novel and robust deep learning framework for high-precision time-series forecasting. At its core, DDT introduces two key innovations. First, we design a dual-masking mechanism that synergistically combines a stri
Source: arxiv.org
[2601.07092] Efficient Visual Question Answering Pipeline for Autonomous Driving via Scene Region Compression
[2601.07092] Efficient Visual Question Answering Pipeline for Autonomous Driving via Scene Region Compression
Autonomous driving increasingly relies on Visual Question Answering (VQA) to enable vehicles to understand complex surroundings by analyzing visual inputs and textual queries. Currently, a paramount concern for VQA in this domain is the stringent requirement for fast latency and real-time processing, as delays directly impact real-world safety in this safety-critical application. However, current state-of-the-art VQA models, particularly large vision-language models (VLMs), often prioritize perf
Source: arxiv.org
[2601.06971] A survey of active learning in materials science: Data-driven paradigm for accelerating the research pipeline
[2601.06971] A survey of active learning in materials science: Data-driven paradigm for accelerating the research pipeline
The exploration of materials composition, structure, and processing spaces is constrained by high dimensionality and the cost of data acquisition. While machine learning has supported property prediction and design, its effectiveness depends on labeled data, which remains expensive to generate via experiments or high-fidelity simulations. Improving data efficiency is thus a central concern in materials informatics. Active learning (AL) addresses this by coupling model training with adaptive da
Source: arxiv.org
[2601.06969] Generalization Bounds for Transformer Channel Decoders
[2601.06969] Generalization Bounds for Transformer Channel Decoders
Transformer channel decoders, such as the Error Correction Code Transformer (ECCT), have shown strong empirical performance in channel decoding, yet their generalization behavior remains theoretically unclear. This paper studies the generalization performance of ECCT from a learning-theoretic perspective. By establishing a connection between multiplicative noise estimation errors and bit-error-rate (BER), we derive an upper bound on the generalization gap via bit-wise Rademacher complexity. The
Source: arxiv.org
[2601.06874] MVGGT: Multimodal Visual Geometry Grounded Transformer for Multiview 3D Referring Expression Segmentation
[2601.06874] MVGGT: Multimodal Visual Geometry Grounded Transformer for Multiview 3D Referring Expression Segmentation
Most existing 3D referring expression segmentation (3DRES) methods rely on dense, high-quality point clouds, while real-world agents such as robots and mobile phones operate with only a few sparse RGB views and strict latency constraints. We introduce Multi-view 3D Referring Expression Segmentation (MV-3DRES), where the model must recover scene structure and segment the referred object directly from sparse multi-view images. Traditional two-stage pipelines, which first reconstruct a point cloud
Source: arxiv.org
[2601.06588] TCLNet: A Hybrid Transformer-CNN Framework Leveraging Language Models as Lossless Compressors for CSI Feedback
[2601.06588] TCLNet: A Hybrid Transformer-CNN Framework Leveraging Language Models as Lossless Compressors for CSI Feedback
In frequency division duplexing (FDD) massive multiple-input multiple-output (MIMO) systems, downlink channel state information (CSI) plays a crucial role in achieving high spectrum and energy efficiency. However, the CSI feedback overhead becomes a major bottleneck as the number of antennas increases. Although existing deep learning-based CSI compression methods have shown great potential, they still face limitations in capturing both local and global features of CSI, thereby limiting achievabl
Source: arxiv.org
[2506.06311] Shape-Aware Topological Representation for Pipeline Hyperbola Detection in GPR Data
[2506.06311] Shape-Aware Topological Representation for Pipeline Hyperbola Detection in GPR Data
Ground Penetrating Radar (GPR) is a widely used Non-Destructive Testing (NDT) technique for subsurface exploration, particularly in infrastructure inspection and maintenance. However, conventional interpretation methods are often limited by noise sensitivity and a lack of structural awareness. This study presents a novel framework that enhances the detection of underground utilities, especially pipelines, by integrating shape-aware topological features derived from B-scan GPR images using Topolo
Source: arxiv.org
[2504.17587] Enhancing gravitational-wave detection: a machine learning pipeline combination approach with robust uncertainty quantification
[2504.17587] Enhancing gravitational-wave detection: a machine learning pipeline combination approach with robust uncertainty quantification
Gravitational-wave data from advanced-era interferometric detectors consists of background Gaussian noise, frequent transient artefacts, and rare astrophysical signals. Multiple search algorithms exist to detect the signals from compact binary coalescences, but their varying performance complicates interpretation. We present a machine learning-driven approach that combines results from individual pipelines and utilises conformal prediction to provide robust, calibrated uncertainty quantification
Source: arxiv.org
[2409.19599] DATransNet: Dynamic Attention Transformer Network for Infrared Small Target Detection
[2409.19599] DATransNet: Dynamic Attention Transformer Network for Infrared Small Target Detection
Infrared small target detection (ISTD) is widely used in civilian and military applications. However, ISTD encounters several challenges, including the tendency for small and dim targets to be obscured by complex backgrounds. To address this issue, we propose the Dynamic Attention Transformer Network (DATransNet), which aims to extract and preserve detailed information vital for small targets. DATransNet employs the Dynamic Attention Transformer (DATrans), simulating central difference convoluti
Source: arxiv.org
[2404.16555] MMGRec: Multimodal Generative Recommendation with Transformer Model
[2404.16555] MMGRec: Multimodal Generative Recommendation with Transformer Model
Multimodal recommendation aims to recommend user-preferred candidates based on her/his historically interacted items and associated multimodal information. Previous studies commonly employ an embed-and-retrieve paradigm: learning user and item representations in the same embedding space, then retrieving similar candidate items for a user via embedding inner product. However, this paradigm suffers from inference cost, interaction modeling, and false-negative issues. Toward this end, we propose a
Source: arxiv.org
Trump announces tariffs on Iran trade partners as protest toll rises
Trump announces tariffs on Iran trade partners as protest toll rises
PARIS, France  US President Donald Trump announced a 25 percent tariff on any country doing business with Iran, ramping up pressure as a rights group estimated a crackdown on protests has killed at least 648 people.
Source: www.manilatimes.net
CORRECTION - Blu Onx Led by Kylie Brown Announces Strong Year-End Momentum in Residential Land Development
CORRECTION - Blu Onx Led by Kylie Brown Announces Strong Year-End Momentum in Residential Land Development
WILDWOOD, Mo., Jan. 12, 2026 (GLOBE NEWSWIRE) -- A previously issued press release titled 'Blu Onx Led by Kylie Brown Announces Strong Year-End Momentum in Residential Land Development was published with an incorrect source attribution. The release was submitted through a third-party communications account and should have been issued directly under Blu Onx. This correction serves to clarify that Distrochannels LLC is not the issuing company and has no ownership, operational role, or affiliati
Source: www.manilatimes.net
Hellclaw Stylized Fantasy Monster (Rigged + Animation) PixeliusVita
Hellclaw Stylized Fantasy Monster (Rigged + Animation) PixeliusVita
Elevate your workflow with the Hellclaw Stylized Fantasy Monster (Rigged + Animation) PixeliusVita asset from PixeliusVita. Find this & other Creatures options on the Unity Asset Store.
Source: assetstore.unity.com
EU’s Chat Control could put government monitoring inside robots
EU’s Chat Control could put government monitoring inside robots
The EU Chat Control proposal could push surveillance into robots, expanding attack surfaces and weakening security in care and education.
Source: www.helpnetsecurity.com
Faslane nuclear base tugboats may be built in China
Faslane nuclear base tugboats may be built in China
Tugboats intended to support operations at the UK’s nuclear submarine base at Faslane may be built in China under a major base services replacement programme.
Source: ukdefencejournal.org.uk
Death toll rises to 544 as Iran’s crackdown on protests intensifies and global tensions mount
Death toll rises to 544 as Iran’s crackdown on protests intensifies and global tensions mount
Violence has escalated dramatically in Iran as the death toll from mass protests has surged to at least 544, according to activist organisations, with thousands...
Source: www.dimsumdaily.hk
Today in Korean history
Today in Korean history
Jan. 13 1903 -- A group of more than 100 Koreans lands in Honolulu, Hawaii, after travel...
Source: en.yna.co.kr
[2601.05289] A universal vision transformer for fast calorimeter simulations
[2601.05289] A universal vision transformer for fast calorimeter simulations
The high-dimensional complex nature of detectors makes fast calorimeter simulations a prime application for modern generative machine learning. Vision transformers (ViTs) can emulate the Geant4 response with unmatched accuracy and are not limited to regular geometries. Starting from the CaloDREAM architecture, we demonstrate the robustness and scalability of ViTs on regular and irregular geometries, and multiple detectors. Our results show that ViTs generate electromagnetic and hadronic showers
Source: arxiv.org
[2601.05647] Transformer Is Inherently a Causal Learner
[2601.05647] Transformer Is Inherently a Causal Learner
We reveal that transformers trained in an autoregressive manner naturally encode time-delayed causal structures in their learned representations. When predicting future values in multivariate time series, the gradient sensitivities of transformer outputs with respect to past inputs directly recover the underlying causal graph, without any explicit causal objectives or structural constraints. We prove this connection theoretically under standard identifiability conditions and develop a practical
Source: arxiv.org
Sensex, Nifty Down Firmly In Negative Territory After Weak Start
Sensex, Nifty Down Firmly In Negative Territory After Weak Start
Indian shares are down in negative territory Monday morning, extending losses to a sixth straight session, as worries about geopolitical tensions and U.S. tarif...
Source: www.rttnews.com
Trump says Iran wants talks as protests continue
Trump says Iran wants talks as protests continue
Trump says Iran’s leadership wants negotiations as anti-government protests continue, while Tehran pushes back and opposition figures call for broader support.
Source: dailytimes.com.pk
Can the China-Australia relationship stay on track in 2026? This is how experts in China see it
Can the China-Australia relationship stay on track in 2026? This is how experts in China see it
Some Chinese scholars say a stable relationship does not necessarily mean a friendly one. Yet, most agree Australia is viewing ties with China more pragmatically.
Source: theconversation.com
Sensex declines 455 points on foreign fund outflows, trade-related concerns
Sensex declines 455 points on foreign fund outflows, trade-related concerns
Sensex drops 455 points amid foreign fund outflows and trade concerns, reflecting a cautious market sentiment.
Source: www.thehindu.com
Why the Philippines is Gaining GCC Momentum
Why the Philippines is Gaining GCC Momentum
GCC offices are transitioning into dynamic, activity-based ecosystems designed to enhance talent experience and performance
Source: analyticsindiamag.com
Prabowo convenes cabinet to boost textile, chip production
Prabowo convenes cabinet to boost textile, chip production
President Prabowo Subianto convened several ministers to a meeting on Sunday to finalize plans for national industrial transformation, with a focus on ...
Source: en.antaranews.com
Change in Venezuela’s leadership will not alter oil trajectory, ease climate pressures
Change in Venezuela’s leadership will not alter oil trajectory, ease climate pressures
Independent journalist, Joshua De Freitas Hern ndez has warned that the geopolitical shake-up following the United States’ removal of Venezuelan leader Nicol s Maduro is unlikely to yield any climate benefits.
Source: kaieteurnewsonline.com
Death toll from protests in Iran hits at least 544, activists say
Death toll from protests in Iran hits at least 544, activists say
DUBAI, United Arab Emirates A crackdown on nationwide protests in Iran has killed at least 544 people and even more are feared dead, activists sa...
Source: www.koreatimes.co.kr
Designing a Production-Grade RAG Architecture
Designing a Production-Grade RAG Architecture
Techniques and best practices for grounding LLMs in your own data using Retrieval-Augmented Generation (RAG).
Source: levelup.gitconnected.com
TCS Q3 results preview: Equity firms predict dip in margins
TCS Q3 results preview: Equity firms predict dip in margins
Choice Insituttional Equities, Nuvama Research and Motilal Oswal Financial Services expect a dip of around 60-80 bps owing to the 2 month impact of wage hikes and continuing redundancy costs
Source: www.thehindubusinessline.com
USA Stealth Drones and Special Operations Give Military Domination
USA Stealth Drones and Special Operations Give Military Domination
Operation Absolute Resolve was like the US Dream Team of Basketball Domination. It was like Shaq and Jordan in their prime versus a High School Squad. It was
Source: www.nextbigfuture.com
Watch: Truck rams into crowd supporting Iran protests in LA; video shows dramatic confrontation
Watch: Truck rams into crowd supporting Iran protests in LA; video shows dramatic confrontation
US News: Several supporters of Iran’s exiled Crown Prince Reza Pahlavi were injured on Sunday after a U-Haul truck drove into a crowd during a protest in Los A.
Source: timesofindia.indiatimes.com
Masvingo chief blocks private school opening, wants free education for his kids
Masvingo chief blocks private school opening, wants free education for his kids
Police intervene after chief blocks parents from dropping off their children
Source: www.zimlive.com
After-Hours Rally: Zentalis, LifeMD, And NanoViricides Among Top Gainers
After-Hours Rally: Zentalis, LifeMD, And NanoViricides Among Top Gainers
Several biotech and healthcare names posted notable gains in after-hours trading on Friday, with investors showing renewed interest in companies tied to drug de...
Source: www.rttnews.com
TCS, HCL Tech kick off IT earnings today: Why AI matters more than numbers
TCS, HCL Tech kick off IT earnings today: Why AI matters more than numbers
As TCS and HCL Tech report Q3 results, investor focus shifts from numbers to AI's impact. While traditional IT services face headwinds, AI adoption is expected to drive significant growth and business-accretive deals, potentially revitalizing the sector's trajectory through 2026 and beyond.
Source: economictimes.indiatimes.com
We’ll Hit Them Very Hard : Trump Warns Iran Is Starting To Cross U.S. Red Lines As Civilian Deaths Mount
We’ll Hit Them Very Hard : Trump Warns Iran Is Starting To Cross U.S. Red Lines As Civilian Deaths Mount
President Donald Trump warned Sunday that Iran is starting to cross U.S. red lines, citing reports of civilian deaths amid intensifying nationwide protests and signaling that the United States is weighing what he called very strong options in response. Speaking to reporters aboard Air Force One while returning from Palm Beach, Florida, to Washington, Trump [ ]
Source: www.theyeshivaworld.com
Global Markets Brace for Fed Turmoil as Powell Faces Criminal Probe; China’s Solar Sector Rattled by Antitrust Action
Global Markets Brace for Fed Turmoil as Powell Faces Criminal Probe; China’s Solar Sector Rattled by Antitrust Action
Federal Reserve Chair Jay Powell is facing an unprecedented criminal investigation by the U.S. Department of Justice concerning his congressional testimony
Source: stockmarketwatch.com
Iran Protests: Donald Trump claims Persian nation seeks...as death toll rises above 500; Reza Pahlavi calls for nationwide...
Iran Protests: Donald Trump claims Persian nation seeks...as death toll rises above 500; Reza Pahlavi calls for nationwide...
Iran is facing its deadliest unrest in years as protests over economic hardship evolve into a nationwide challenge to the political system. Rights groups warn hundreds may have been killed, internet blackouts persist, and global leaders urge restraint.
Source: www.dnaindia.com
M1917 Light Tank
M1917 Light Tank
Elevate your workflow with the M1917 Light Tank asset from Red Blue Pixel Studio. Find this & other Props options on the Unity Asset Store.
Source: assetstore.unity.com
Iran flips kill switch’ to hide alleged crimes as death toll rises amid protests
Iran flips kill switch’ to hide alleged crimes as death toll rises amid protests
In a desperate attempt to control the narrative and conceal alleged human rights abuses, the Iranian regime has activated what cybersecurity experts call an
Source: commstrader.com
Iran tense: Cyber expert warns of internet kill switch’ as protests intensify what it means
Iran tense: Cyber expert warns of internet kill switch’ as protests intensify what it means
Middle East News: Iran has been hit with a near total nationwide internet blackout amid widespread anti government protests, with independent monitors reporting connect.
Source: timesofindia.indiatimes.com
Protester tears down flag at Iranian embassy in London
Protester tears down flag at Iranian embassy in London
A short while later, the Iranian Embassy posted a picture to X, showing the current flag returned to its place on the balcony, captioned, Iran's flag is flying high.
Source: www.jpost.com
This week's anticipated release, Hijack Season 2,' raises the stakes with a gripping subway thriller
This week's anticipated release, Hijack Season 2,' raises the stakes with a gripping subway thriller
News News: You are not ready for what's to come this week. This week is set to release a pulse-pounding thriller that’s all edge-of-your-seat suspense and Idris .
Source: timesofindia.indiatimes.com
Iran news: Massive military build-up reported as protests intensify, US strikes imminent after Trump threat? key updates
Iran news: Massive military build-up reported as protests intensify, US strikes imminent after Trump threat? key updates
Reports on Sunday indicated that the US was drawing up plans for potential military action after President Donald Trump's threats of an intervention, with a former US army colonel and military analyst claiming that there are signs of a massive military build-up in the Middle-East.
Source: www.livemint.com
Trump weighs military strike options as Iran unrest spreads beyond borders
Trump weighs military strike options as Iran unrest spreads beyond borders
With at least 72 killed and 2,300 detained, Iran's protests have gone global, even as US President Donald Trump weighed military options and Tehran threatens demonstrators with death penalty charges.
Source: www.indiatoday.in
At pre-Budget meet in Delhi, Sawant seeks equitable Centre-state funding for Goa
At pre-Budget meet in Delhi, Sawant seeks equitable Centre-state funding for Goa
Goa Chief Minister Pramod Sawant met Union Finance Minister Nirmala Sitharaman. He requested a fairer funding model for central schemes. This is to address Goa's coastal issues, Western Ghats ecology, and tourism role. The state also seeks support for infrastructure, welfare, and clean energy. These discussions aim to align Goa's development with national goals.
Source: economictimes.indiatimes.com
Only 1 people with disabilities in corporate: What are the barriers and solutions?
Only 1 people with disabilities in corporate: What are the barriers and solutions?
How many of you have people with disabilities as your colleague at the workplace? The answer would mostly be 'no'. Corporate India has been overlooking a huge pool of talent. Many companies don’t realise what they are missing and the questions of PwD inclusion in corporates needs deeper understanding.
Source: www.indiatoday.in
Parts of Metro Manila, four provinces to have power interruptions due to maintenance works
Parts of Metro Manila, four provinces to have power interruptions due to maintenance works
MANILA, Philippines  Parts of Metro Manila, Bulacan, Cavite, Laguna and Rizal will have power interruptions this week because of maintenance works, Meralco said on Sunday.
Source: www.manilatimes.net
BlackVectorOps/semantic_firewall: Generate deterministic semantic fingerprints for Go functions. Detect xz-style backdoors and verify semantic equivalence using Static Single Assignment (SSA) analysis
BlackVectorOps/semantic_firewall: Generate deterministic semantic fingerprints for Go functions. Detect xz-style backdoors and verify semantic equivalence using Static Single Assignment (SSA) analysis

Source: github.com
Iranian protesters chant anti-government messages as authorities signal intensifying crackdown
Iranian protesters chant anti-government messages as authorities signal intensifying crackdown
Anti-government chants filled the streets of Iran's capital on Saturday night, as protesters pressed the biggest movement against the Islamic republic's rulers in more than three years.
Source: www.abc.net.au
Morning Digest: Fresh protests in Iran amid internet blackout; SC wants Centre to consider Romeo-Juliet clause in POCSO, and more
Morning Digest: Fresh protests in Iran amid internet blackout; SC wants Centre to consider Romeo-Juliet clause in POCSO, and more
The Hindu Morning Digest gives a select list of stories to start the day. Read the top news today on January 11, 2026
Source: www.thehindu.com
What happens to the brain just before death, life recall explained
What happens to the brain just before death, life recall explained
New research suggests the brain may stay active moments after the heart stops, triggering life recall and calm sensations that many describe as seeing loved ones or white, light experiences before death.
Source: www.indiatoday.in
'I had no electricity for six months': American families struggle with soaring energy prices
'I had no electricity for six months': American families struggle with soaring energy prices
Rising electricity costs have emerged as a key cost-of-living concern, pushing families further into debt.
Source: www.bbc.com
Enemies Of God’: Iran issues death penalty warning amid nationwide protest crackdown
Enemies Of God’: Iran issues death penalty warning amid nationwide protest crackdown
Exiled Iranian Crown Prince Reza Pahlavi has sent an urgent message to US President Donald Trump.
Source: www.india.com
Iran flips kill switch’ to hide alleged crimes as death toll rises amid protests
Iran flips kill switch’ to hide alleged crimes as death toll rises amid protests
Iran protests spread to 180 cities as authorities allegedly use lethal force against demonstrators, with Human Rights Activists in Iran reporting 65 killed and 2,300 arrested.
Source: www.foxnews.com
OlaProeis/Ferrite: A fast, lightweight text editor for Markdown, JSON, YAML, and TOML files. Built with Rust and egui for a native, responsive experience.
OlaProeis/Ferrite: A fast, lightweight text editor for Markdown, JSON, YAML, and TOML files. Built with Rust and egui for a native, responsive experience.

Source: github.com
Reports: Regime Slaughters At Least 2,000 Protesters Killed in Iran in 48 hours, Trump Prepares ATTACK
Reports: Regime Slaughters At Least 2,000 Protesters Killed in Iran in 48 hours, Trump Prepares ATTACK
Iran medics: hospitals overwhelmed with dead and injured protesters. There were direct shots to the heads of the young people, to their hearts as well. There wasn’t enough space in the morgue, so bodies were stacked one on top of another.
Source: gellerreport.com
Meta's massive nuclear power deals will help US 'win' AI race against China, executive says
Meta's massive nuclear power deals will help US 'win' AI race against China, executive says
Meta partners with Vistra, Oklo, and TerraPower for nuclear energy amid AI race against China, becoming one of the largest corporate nuclear power buyers.
Source: www.foxbusiness.com
President Trump: Iran Is Looking For Freedom, US Stands Ready To Help’
President Trump: Iran Is Looking For Freedom, US Stands Ready To Help’
Thank you, President Trump. Help the Iranian people achieve freedom. This could be the last and best opportunity to bring down the brutal Ayatollah regime, that has wreaked havoc across the Middle East and beyond. Iran becoming an American ally would be a huge win for America, as well as a massive defeat for China, Russia, et al.
Source: gellerreport.com
State of torch.compile for training (August 2025) : ezyang's blog
State of torch.compile for training (August 2025) : ezyang's blog

Source: blog.ezyang.com
Reports: At least 2,000 protesters killed in Iran in 48 hours
Reports: At least 2,000 protesters killed in Iran in 48 hours
Reports say Iran’s forces are using lethal fire on protesters nationwide, with at least 2,000 killed in the last 48 hours, amid a near-total internet blackout.
Source: www.israelnationalnews.com
Ashwini Vaishnaw likely to attend US critical minerals meet amid China’s supply-chain weaponisation
Ashwini Vaishnaw likely to attend US critical minerals meet amid China’s supply-chain weaponisation
India is set to participate in a key US-organized meet on critical minerals, with Minister Ashwini Vaishnaw likely to represent the nation. This engagement signals a broader US effort to diversify supply chains away from China's dominance. India will also join the US-led Pax Silica initiative ahead of its AI summit.
Source: economictimes.indiatimes.com
An Introduction to the Zalando Design System
An Introduction to the Zalando Design System
A high level overview of the elements composing our Design System and a brief history of how we got from an idea to full adoption.
Source: engineering.zalando.com
New protests erupt in Iran despite internet shutdown
New protests erupt in Iran despite internet shutdown
PARIS, France  Iranians took to the streets in new protests Friday to press the biggest movement against the Islamic republic in more than three years, as authorities sustained an internet blackout as part of a crackdown that has left dozens dead.
Source: www.manilatimes.net
Our restaurant critic’s 2026 wishlist: More razor clams please, and ban truffle oil
Our restaurant critic’s 2026 wishlist: More razor clams please, and ban truffle oil
When I’m allowed to let off a little steam the sweep of things I’d like to see less of, and the few I wouldn’t mind seeing more
Source: www.irishtimes.com
Iran's supreme leader signals upcoming crackdown on protesters 'ruining their own streets' for Trump
Iran's supreme leader signals upcoming crackdown on protesters 'ruining their own streets' for Trump
DUBAI, United Arab Emirates Protests in Iran raged Friday night in the Islamic Republic, online videos purported to show, despite a threat from t...
Source: www.koreatimes.co.kr
Bessent says Australia, India invited to G7 meeting on critical minerals
Bessent says Australia, India invited to G7 meeting on critical minerals
US Treasury Secretary Bessent invites Australia and India to a G7 meeting on critical minerals supply chain concerns.
Source: www.thehindubusinessline.com
Alo Taps Former Dior, Miu Miu Executive as International CEO
Alo Taps Former Dior, Miu Miu Executive as International CEO
Alo appointed former Dior, Miu Miu executive Benedetta Petruzzo to the new role of international CEO, joining the brand’s cofounders, co-CEOs Danny Harris, Marco DeGeorge.
Source: wwd.com
Timothy Busfield Charged With Child Sexual Abuse Of Boys On 'Cleaning Lady' Set
Timothy Busfield Charged With Child Sexual Abuse Of Boys On 'Cleaning Lady' Set
Timothy Busfield is now facing charges of sex abuse of minors that were previously investigated to some extent by Warner Bros TV.
Source: deadline.com
7 Best Rare Earth Stocks to Buy According to Hedge Funds
7 Best Rare Earth Stocks to Buy According to Hedge Funds
By 2026, the mining industry, particularly in the context of rare earths, will have evolved from a basic extraction sector into a strategic pillar of national security.
Source: www.insidermonkey.com
Doomsday aircraft: US Navy's E-6B to be ready for most severe crises
Doomsday aircraft: US Navy's E-6B to be ready for most severe crises
Often referred to as the Doomsday Plane, the E-6B is a cornerstone of the US Navy’s Take Charge and Move Out (TACAMO) mission.
Source: interestingengineering.com
Oil gains as market weighs Iran, Russia supply risks; dealmaking for Venezuela in focus
Oil gains as market weighs Iran, Russia supply risks; dealmaking for Venezuela in focus
Oil prices saw a significant jump on Friday. Growing concerns over supply disruptions in Iran due to intensifying protests are impacting the market. Escalating attacks in Russia's war in Ukraine are also contributing to these worries. Despite these factors, global oil inventories are rising, potentially capping further price increases. Market focus is now on Venezuelan oil export deals.
Source: economictimes.indiatimes.com
India Could Regain Access to Venezuelan Crude Under New US-Controlled Sales Framework
India Could Regain Access to Venezuelan Crude Under New US-Controlled Sales Framework
The White House has indicated it is prepared to allow India to buy Venezuelan oil under a new US-controlled framework, a...
Source: swarajyamag.com
Fresh office space supply in key cities set to surge
Fresh office space supply in key cities set to surge
India anticipates a record supply of office space in 2026 and 2027. Developers are completing new buildings after a pause. Major cities like Bengaluru, Delhi-NCR, and Hyderabad will see most of this new Grade-A supply. This influx is expected to meet strong demand, offering more choices to businesses. Rental growth will likely remain stable, with prime locations seeing slight increases.
Source: economictimes.indiatimes.com
Rs 660 crore on Jagan Mohan Reddy's photos, not colleges: Andhra CM targets YSRCP
Rs 660 crore on Jagan Mohan Reddy's photos, not colleges: Andhra CM targets YSRCP
Chief Minister Chandrababu Naidu has criticised the previous YSR Congress government for spending Rs 660 crore on engraving YS Jagan Mohan Reddy’s photo on survey stones instead of investing in essential infrastructure.
Source: www.indiatoday.in
Cape Town areas to face nine-hour water outage next week
Cape Town areas to face nine-hour water outage next week
Planned maintenance by the City of Cape Town will result in a nine-hour water outage in some areas on Thursday, 15 January.
Source: www.thesouthafrican.com
Sebi approves 5 IPOs including that of Kissht and Alcobrew Distilleries
Sebi approves 5 IPOs including that of Kissht and Alcobrew Distilleries
Sebi has approved five IPOs across sectors including digital lending, alcoholic beverages, textiles and precision engineering. Major issuers include Kissht, Alcobrew Distilleries, Aastha Spintex, Indo MIM and Kusumgar, signalling a strong and diverse primary market pipeline.
Source: economictimes.indiatimes.com
Australia will join G7 countries to discuss critical minerals in Washington next week
Australia will join G7 countries to discuss critical minerals in Washington next week
India was also invited to attend the meeting, but it is unclear if it has accepted the invitation. 
Source: www.abc.net.au
India’s data centre additions double in 2025, capacity set to triple by 2030: Report
India’s data centre additions double in 2025, capacity set to triple by 2030: Report
India's data centre sector is poised for massive growth, with capacity additions doubling in 2025 and expected to triple by 2030, according to a report by Savills India. Key insights reveal rising demand, leading markets, and future trends.
Source: cio.economictimes.indiatimes.com
Power Systems West Acquires Tacoma Diesel & Equipment, Strengthening Commitment to Washington Market and Aftermarket Support
Power Systems West Acquires Tacoma Diesel & Equipment, Strengthening Commitment to Washington Market and Aftermarket Support
Power Systems West (PSW), a leading provider of powergeneration systems and aftermarket support across the Western United States, today announced the acquisition of Tacoma Diesel & Equipment, effective December 31, 2025.
Source: www.manilatimes.net
Visualizing All Of The World's Silver Reserves By Country
Visualizing All Of The World's Silver Reserves By Country
Peru alone holds roughly 22 of the world’s known silver reserves...
Source: www.zerohedge.com
Foghorn Therapeutics Highlights January Equity Financing, Program Progress and Strategic Objectives for 2026
Foghorn Therapeutics Highlights January Equity Financing, Program Progress and Strategic Objectives for 2026
Recently raised 50 million with BVF Partners, Deerfield Management, founding investor Flagship Pioneering and a leading biotech mutual fund in a transaction that will close January 13th, 2026
Source: www.manilatimes.net
Victoria's bushfires spread as two blazes burn out of control in Otways
Victoria's bushfires spread as two blazes burn out of control in Otways
Fires in the Otway National Park are moving towards the town border of Colac, as firefighters continue to battle blazes across the state.   
Source: www.abc.net.au
Adani-Embraer Deal Raises the Question: What Could HAL Have Been?
Adani-Embraer Deal Raises the Question: What Could HAL Have Been?

Source: swarajyamag.com
Iran on edge: Internet & telephone networks shut; letter to UN over US threats’ top developments
Iran on edge: Internet & telephone networks shut; letter to UN over US threats’ top developments
Middle East News: Iran on Friday approached the United Nations Security Council, blaming the United States for what it described as the transformation of peaceful pro.
Source: timesofindia.indiatimes.com
Tourism Transformation: Hospitality Visionary Invests in College of Charleston
Tourism Transformation: Hospitality Visionary Invests in College of Charleston
A major gift to the university transforms its hospitality program into the College’s first named school.
Source: www.manilatimes.net
Khamenei slams protests as Iran imposes nationwide internet blackout Ya Libnan
Khamenei slams protests as Iran imposes nationwide internet blackout Ya Libnan

Source: yalibnan.com
The Enterprise AI Stack, All Together: LLMs, PT-SLMs, GSCP-15, Prompt Engineering, and Context Engineering
The Enterprise AI Stack, All Together: LLMs, PT-SLMs, GSCP-15, Prompt Engineering, and Context Engineering
Enterprise AI stack explained: LLMs, PT-SLMs, GSCP-15, prompt & context engineering. Learn how to build governed, reliable, and scalable AI infrastructure.
Source: www.c-sharpcorner.com
Public safety and homeland security bureau announces exemption of certain uncrewed aircraft systems (UAS) and UAS critical components from FCC covered list.
Public safety and homeland security bureau announces exemption of certain uncrewed aircraft systems (UAS) and UAS critical components from FCC covered list.
WC Docket No. 18-89, ET Docket No. 21-232, EA Docket No. 21-233 The Federal Communications Commission’s (FCC or Commission) Public Safety and Homeland Security Bureau (PSHSB) maintains a list of eq
Source: www.suasnews.com
Iran’s internet goes dark amid mass protests
Iran’s internet goes dark amid mass protests
: Outages hit Russia and Ukraine, too
Source: www.theregister.com
BLOOD IN THE STREETS: Iranian Regime Guns Down Protesters as Uprising Explodes, Regime Cuts Internet, Phones, Total Blackout
BLOOD IN THE STREETS: Iranian Regime Guns Down Protesters as Uprising Explodes, Regime Cuts Internet, Phones, Total Blackout
You are watching a revolution unfold in real time while the world’s legacy media stays silent. This is mass courage on a historic scale. Despite bullets, blackouts, and bloodshed, Iranians are flooding the streets demanding freedom.
Source: gellerreport.com
Supercharge Your ZUBoard with the Hailo-8 AI Accelerator
Supercharge Your ZUBoard with the Hailo-8 AI Accelerator
Supercharge Your ZUBoard: Unleasing Unprecedented Performance with the Hailo-8 AI Accelerator. By Mario Bergeron and gianluca filippini.
Source: www.hackster.io
BHEL shares up after sharp fall, brokerages assess reports of easing curbs on Chinese firms
BHEL shares up after sharp fall, brokerages assess reports of easing curbs on Chinese firms
BHEL shares rise nearly 5 as brokerages evaluate easing restrictions on Chinese firms in Indian government contracts.
Source: www.thehindubusinessline.com
Melting Ice Makes the Greenland Minerals Trump Wants Dangerous to Extract: Climate Change
Melting Ice Makes the Greenland Minerals Trump Wants Dangerous to Extract: Climate Change
the Arctic’s climate is changing more rapidly than anywhere on Earth, further increasing the already substantial economic and personal risk
Source: www.juancole.com
Lemme Launches Creatine Body Toning Gummies
Lemme Launches Creatine Body Toning Gummies
Kourtney Kardashian Barker's Lemme launch pipeline has been particularly active, releasing colostrum supplements in November and a fat burning gummy in December. 
Source: wwd.com
What to Watch: Branded Residences Are Booming. What’s in It for Fashion?
What to Watch: Branded Residences Are Booming. What’s in It for Fashion?
Explore the key drivers behind the branded residence boom, led by luxury fashion brands like Fendi, Armani, and Versace, shaping high-end living.
Source: wwd.com
[2601.04606] Crystal Generation using the Fully Differentiable Pipeline and Latent Space Optimization
[2601.04606] Crystal Generation using the Fully Differentiable Pipeline and Latent Space Optimization
We present a materials generation framework that couples a symmetry-conditioned variational autoencoder (CVAE) with a differentiable SO(3) power spectrum objective to steer candidates toward a specified local environment under the crystallographic constraints. In particular, we implement a fully differentiable pipeline that performs batch-wise optimization on both direct and latent crystallographic representations. Using the GPU acceleration, the implementation achieves about fivefold speed comp
Source: arxiv.org
[2601.04401] Transformer-based Multi-agent Reinforcement Learning for Separation Assurance in Structured and Unstructured Airspaces
[2601.04401] Transformer-based Multi-agent Reinforcement Learning for Separation Assurance in Structured and Unstructured Airspaces
Conventional optimization-based metering depends on strict adherence to precomputed schedules, which limits the flexibility required for the stochastic operations of Advanced Air Mobility (AAM). In contrast, multi-agent reinforcement learning (MARL) offers a decentralized, adaptive framework that can better handle uncertainty, required for safe aircraft separation assurance. Despite this advantage, current MARL approaches often overfit to specific airspace structures, limiting their adaptability
Source: arxiv.org
3 Questions: How AI could optimize the power grid
3 Questions: How AI could optimize the power grid
MIT researchers are working on AI tools to optimize the power grid, which could improve efficiency, increase resilience to extreme weather, and enable the integration of more renewable energy.
Source: news.mit.edu
SolaREIT Expands Leadership Team with Two Senior Renewable Energy Veterans
SolaREIT Expands Leadership Team with Two Senior Renewable Energy Veterans
SolaREIT , a leading solar and battery storage real estate investment company, today (Jan 8) announced the addition of two highly accomplished renewable energy professionals to its leadership tea. . .
Source: globalrenewablenews.com
[2601.04602] Forecasting Equity Correlations with Hybrid Transformer Graph Neural Network
[2601.04602] Forecasting Equity Correlations with Hybrid Transformer Graph Neural Network
This paper studies forward-looking stock-stock correlation forecasting for S &P 500 constituents and evaluates whether learned correlation forecasts can improve graph-based clustering used in basket trading strategies. We cast 10-day ahead correlation prediction in Fisher-z space and train a Temporal-Heterogeneous Graph Neural Network (THGNN) to predict residual deviations from a rolling historical baseline. The architecture combines a Transformer-based temporal encoder, which captures non-stati
Source: arxiv.org
[2503.08759] QUIET-SR: Quantum Image Enhancement Transformer for Single Image Super-Resolution
[2503.08759] QUIET-SR: Quantum Image Enhancement Transformer for Single Image Super-Resolution
Recent advancements in Single-Image Super-Resolution (SISR) using deep learning have significantly improved image restoration quality. However, the high computational cost of processing high-resolution images due to the large number of parameters in classical models, along with the scalability challenges of quantum algorithms for image processing, remains a major obstacle. In this paper, we propose the Quantum Image Enhancement Transformer for Super-Resolution (QUIET-SR), a hybrid framework that
Source: arxiv.org
[2601.04299] Transformer-Based Multi-Modal Temporal Embeddings for Explainable Metabolic Phenotyping in Type 1 Diabetes
[2601.04299] Transformer-Based Multi-Modal Temporal Embeddings for Explainable Metabolic Phenotyping in Type 1 Diabetes
Type 1 diabetes (T1D) is a highly metabolically heterogeneous disease that cannot be adequately characterized by conventional biomarkers such as glycated hemoglobin (HbA1c). This study proposes an explainable deep learning framework that integrates continuous glucose monitoring (CGM) data with laboratory profiles to learn multimodal temporal embeddings of individual metabolic status. Temporal dependencies across modalities are modeled using a transformer encoder, while latent metabolic phenotype
Source: arxiv.org
[2402.02005] Topology-Informed Graph Transformer
[2402.02005] Topology-Informed Graph Transformer
Transformers have revolutionized performance in Natural Language Processing and Vision, paving the way for their integration with Graph Neural Networks (GNNs). One key challenge in enhancing graph transformers is strengthening the discriminative power of distinguishing isomorphisms of graphs, which plays a crucial role in boosting their predictive performances. To address this challenge, we introduce 'Topology-Informed Graph Transformer (TIGT)', a novel transformer enhancing both discriminative
Source: arxiv.org
[2505.12641] Single Image Reflection Separation via Dual Prior Interaction Transformer
[2505.12641] Single Image Reflection Separation via Dual Prior Interaction Transformer
Single image reflection separation aims to separate the transmission and reflection layers from a mixed image. Existing methods typically combine general priors from pre-trained models with task-specific priors such as text prompts and reflection detection. However, the transmission prior, as the most direct task-specific prior for the target transmission layer, has not been effectively modeled or fully utilized, limiting performance in complex scenarios. To address this issue, we propose a dual
Source: arxiv.org
21 Boy and Girl Shared Bedrooms: Layouts for Privacy & Small Spaces
21 Boy and Girl Shared Bedrooms: Layouts for Privacy & Small Spaces
Let’s be real: putting a brother and sister in the same room isn’t just about paint colors it’s about keeping the...
Source: www.woohome.com
Iranian government shuts down internet as violent crackdown continues
Iranian government shuts down internet as violent crackdown continues
Authorities have struggled to contain the protests after 12 days, and top officials have given conflicting messages about how to deal with the unrest.
Source: www.nbcnews.com
Freedom’ Chants Rock Tehran As Iran Cuts Internet Amid Massive Protests Against Islamic Regime After Crown Prince Reza Pahlavi’s Call
Freedom’ Chants Rock Tehran As Iran Cuts Internet Amid Massive Protests Against Islamic Regime After Crown Prince Reza Pahlavi’s Call

Source: swarajyamag.com
UPSC Mains Answer Writing Practice Insights SECURE: 9 January 2026
UPSC Mains Answer Writing Practice Insights SECURE: 9 January 2026
The Insights IAS Secure Initiative for UPSC Mains Answer Writing practice enables you to practice daily answer writing, enhancing your skills
Source: www.insightsonindia.com
Russia Attacks Ukraine With Drones and Missiles, Killing 3 in Kyiv
Russia Attacks Ukraine With Drones and Missiles, Killing 3 in Kyiv
Russia also struck critical infrastructure in the western city of Lviv using an unidentified ballistic missile, said Mayor Andriy Sadoviy.
Source: www.deccanchronicle.com
Iran protests: Who is exiled crown prince Reza Pahlavi, son of last Shah, ousted in 1979 by Khomeini, now drawing huge support
Iran protests: Who is exiled crown prince Reza Pahlavi, son of last Shah, ousted in 1979 by Khomeini, now drawing huge support
Who is Reza Pahalavi: Tens of thousands of Iranians heeded exiled Crown Prince Reza Pahlavi's call to protest the clerical leadership, filling streets nationwide. These demonstrations, driven by economic hardship, mark a new phase testing public support for figures once distant from everyday Iranians, as security forces respond with force.
Source: economictimes.indiatimes.com
Examine the major cyber threats facing India, including cyber terrorism and cyber warfare. Analyse the challenges in attribution and deterrence. Outline measures to enhance national cyber security.
Examine the major cyber threats facing India, including cyber terrorism and cyber warfare. Analyse the challenges in attribution and deterrence. Outline measures to enhance national cyber security.
Topic: Challenges to Cyber Security Q6. Examine the major cyber threats facing India, including cyber terrorism and cyber warfare. Analyse the challenges in attribution and deterrence. Outline measures to enhance national cyber security. (15 M) Difficulty Level: Medium Reference: InsightsIAS Why the question Escalating cyber incidents affecting critical infrastructure, governance systems, and economic networks have Continue reading Examine the major cyber threats facing India, including cyb
Source: www.insightsonindia.com
Indian Shares Little Changed; IT Stocks Rebound In Cautious Trade
Indian Shares Little Changed; IT Stocks Rebound In Cautious Trade
Indian shares were moving in a narrow range on Friday after four straight days of losses on the back of geopolitical tensions and tariff-related concerns. The ...
Source: www.rttnews.com
100m means GO for Shettlewood to Anchovy road rehab
100m means GO for Shettlewood to Anchovy road rehab
The Government has allocated J 100 million under the GO Road Rehabilitation Programme for works on critical sections of the roadway linking Anchovy, St James, t...
Source: jamaica-gleaner.com
Coursera CEO Greg Hart on driving an AI-powered learning revolution
Coursera CEO Greg Hart on driving an AI-powered learning revolution
Coursera now offers 12,100 courses, of which 2,300 are focused on AI, with 1,100 of these on genAI alone, shares Hart
Source: gulfbusiness.com
House considers overriding Trump vetoes as Republicans weigh crossing president
House considers overriding Trump vetoes as Republicans weigh crossing president
WASHINGTON (AP) Republicans will consider a rare rebuke of President Donald Trump with House votes Thursday to override his vetoes of two low-profile bills that were considered noncontroversial when...
Source: www.winnipegfreepress.com
Spearmint Energy Secures Investment from Kyuden International Corporation for 400 MWh Battery Energy Storage Across Two Projects in ERCOT
Spearmint Energy Secures Investment from Kyuden International Corporation for 400 MWh Battery Energy Storage Across Two Projects in ERCOT
Spearmint Energy (
Source: globalrenewablenews.com
Orr n Energy secures grid connections for six projects in the UK and obtains municipal approval for additional projects in Germany
Orr n Energy secures grid connections for six projects in the UK and obtains municipal approval for additional projects in Germany
Orr n Energy AB (
Source: globalrenewablenews.com
Adapture Renewables Closes 233 Million in Financing from U.S. Bank for Titanium Solar Projects in Illinois and Arkansas
Adapture Renewables Closes 233 Million in Financing from U.S. Bank for Titanium Solar Projects in Illinois and Arkansas
Adapture Renewables, Inc. (Adapture), a utility-scale solar and energy storage developer, owner, and operator, today (Jan 7) announced the closing of 233 million in tax equity financing commitm. . .
Source: globalrenewablenews.com
Green Rain Energy Holdings, Inc. Provides Project Updates on Rochester EV Site, Announces San Diego Hospitality Installation, Audit Kickoff, and Improved Market Metrics
Green Rain Energy Holdings, Inc. Provides Project Updates on Rochester EV Site, Announces San Diego Hospitality Installation, Audit Kickoff, and Improved Market Metrics
Green Rain Energy Holdings, Inc. (
Source: globalrenewablenews.com
Terra-Gen Announces Commercial Operations of Lockhart CL I & II Battery Energy Storage System Project
Terra-Gen Announces Commercial Operations of Lockhart CL I & II Battery Energy Storage System Project
Terra-Gen, one of the largest independent, integrated renewable energy producers in the United States, jointly owned by Masdar and Igneo Infrastructure Partners, announced today (Jan 7) the Loc. . .
Source: globalrenewablenews.com
[2601.03295] MetagenBERT: a Transformer-based Architecture using Foundational genomic Large Language Models for novel Metagenome Representation
[2601.03295] MetagenBERT: a Transformer-based Architecture using Foundational genomic Large Language Models for novel Metagenome Representation
Metagenomic disease prediction commonly relies on species abundance tables derived from large, incomplete reference catalogs, constraining resolution and discarding valuable information contained in DNA reads. To overcome these limitations, we introduce MetagenBERT, a Transformer based framework that produces end to end metagenome embeddings directly from raw DNA sequences, without taxonomic or functional annotations. Reads are embedded using foundational genomic language models (DNABERT2 and th
Source: arxiv.org
[2601.04049] Quantum computing for multidimensional option pricing: End-to-end pipeline
[2601.04049] Quantum computing for multidimensional option pricing: End-to-end pipeline
This work introduces an end-to-end framework for multi-asset option pricing that combines market-consistent risk-neutral density recovery with quantum-accelerated numerical integration. We first calibrate arbitrage-free marginal distributions from European option quotes using the Normal Inverse Gaussian (NIG) model, leveraging its analytical tractability and ability to capture skewness and fat tails. Marginals are coupled via a Gaussian copula to construct joint distributions. To address the com
Source: arxiv.org
[2601.03290] Lightweight Transformer Architectures for Edge Devices in Real-Time Applications
[2601.03290] Lightweight Transformer Architectures for Edge Devices in Real-Time Applications
The deployment of transformer-based models on resource-constrained edge devices represents a critical challenge in enabling real-time artificial intelligence applications. This comprehensive survey examines lightweight transformer architectures specifically designed for edge deployment, analyzing recent advances in model compression, quantization, pruning, and knowledge distillation techniques. We systematically review prominent lightweight variants including MobileBERT, TinyBERT, DistilBERT, Ef
Source: arxiv.org
Yemen Separatist Leader Refuses Talks, Deepening Saudi-UAE Rift
Yemen Separatist Leader Refuses Talks, Deepening Saudi-UAE Rift
In a dramatic development that has sent shockwaves through diplomatic circles, dozens of Yemeni separatist officials who traveled to Saudi Arabia for
Source: commstrader.com
Trump is pulling the US out of the UN FCCC. What does it mean?
Trump is pulling the US out of the UN FCCC. What does it mean?
Trump's withdrawal from the UN FCCC undermines global climate governance, affecting finance, emissions accountability, and international cooperation.
Source: www.thehindu.com
Alumis Announces Pricing of Upsized Public Offering of Common Stock
Alumis Announces Pricing of Upsized Public Offering of Common Stock
SOUTH SAN FRANCISCO, Calif., Jan. 07, 2026 (GLOBE NEWSWIRE) -- Alumis Inc. (Nasdaq: ALMS), a clinical-stage biopharmaceutical company developing next-generation targeted therapies for patients with immune-mediated diseases, today announced the pricing of an upsized underwritten public offering of 17,650,000 shares of its common stock at a price to the public of 17.00 per share. The gross proceeds to Alumis from the offering, before deducting underwriting discounts and commissions and offering e
Source: www.manilatimes.net
Big US banks poised for strong Q4 as dealmaking revival lifts earnings
Big US banks poised for strong Q4 as dealmaking revival lifts earnings
Major US banks are set to post stronger fourth-quarter earnings as a revival in dealmaking, resilient trading activity and improving capital markets lift revenues. Analysts expect investment banking and markets businesses to drive results amid steady loan growth and supportive economic conditions.
Source: economictimes.indiatimes.com
10 take ill after drinking water from leaking pipeline in Saoner village
10 take ill after drinking water from leaking pipeline in Saoner village
NAGPUR: A contamination scare surfaced in Dhalgaon Khairi village of Saoner taluka, around 45km off Nagpur, where at least 10 residents fell ill due t.
Source: timesofindia.indiatimes.com
GLM-5
GLM-5
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Source: www.oschina.net
Axis Mutual Fund's Shreyash Devalkar bullish on these 4 sectors as earnings cycle turns
Axis Mutual Fund's Shreyash Devalkar bullish on these 4 sectors as earnings cycle turns
Market focus shifts to earnings visibility and sector leadership after a volatile period. Shreyash Devalkar of Axis Mutual Fund sees selective opportunities in autos, financials, power, and consumer sectors as growth stabilizes and domestic demand gains traction. He emphasizes stock selection and a long-term vision for wealth creation.
Source: economictimes.indiatimes.com
Luchen Technology Launches Serverless Fine-Tuning SDK, Claims Full RL Pipeline Costs Just USD 1.19
Luchen Technology Launches Serverless Fine-Tuning SDK, Claims Full RL Pipeline Costs Just USD 1.19
Luchen Technology released a Serverless fine-tuning SDK, dramatically lowering the cost and complexity of AI model training. It claims a full reinforcement learning pipeline can run for as low as USD 1.19.
Source: pandaily.com
Noida water contamination: Residents blame Indore-like sewage mixing as vomiting, diarrhoea cases rise
Noida water contamination: Residents blame Indore-like sewage mixing as vomiting, diarrhoea cases rise
Noida Water Contamination Case: Dozens of Greater Noida residents, including children, have fallen ill with symptoms like vomiting and diarrhea after sewage reportedly mixed with the drinking water supply in Sector Delta 1. Authorities have repaired a damaged pipeline and distributed medicines, while water samples are being tested amid fears of a repeat of the Indore water contamination incident.
Source: economictimes.indiatimes.com
Three Chinese tech firms enjoy strong Hong Kong debut, raising HK 9.3 billion
Three Chinese tech firms enjoy strong Hong Kong debut, raising HK 9.3 billion
8th January 2026 (Hong Kong) Three Chinese technology companies made a strong debut on Thursday, collectively raising HK 9.3 billion, which sets a promising...
Source: www.dimsumdaily.hk
Full-time employment plummets in Australia
Full-time employment plummets in Australia
Some 3.3 million people, more than one-fifth of the workforce, are either unemployed or underemployed, 431,000 more than a year ago.
Source: www.wsws.org
Minim Martap Development Update
Minim Martap Development Update
Highlights
Source: www.manilatimes.net
Akshay Kumar’s Bhoot Bangla’ gets a new release date; Horror-comedy to arrive in May 2026
Akshay Kumar’s Bhoot Bangla’ gets a new release date; Horror-comedy to arrive in May 2026
Akshay Kumar's long-awaited horror-comedy film 'Bhoot Bangla' has a new release date! Catch it in cinemas nationwide on May 15, 2026. Find out more about the film's cast, plot, and shooting locations in our latest article.
Source: timesofindia.indiatimes.com
Power Grid Share Price Live Updates: Power Grid's previous day close at Rs 268.55
Power Grid Share Price Live Updates: Power Grid's previous day close at Rs 268.55
Stay up-to-date with the Power Grid Stock Liveblog, your comprehensive source for real-time updates and detailed analysis on a prominent stock. Explore the latest information on Power Grid, including: Last traded price 262.3, Market capitalization: 245117.41, Volume: 2218758, Price-to-earnings ratio 16.15, Earnings per share 16.34. Our liveblog provides a comprehensive overview of Power Grid by integrating fundamental and technical indicators. Stay informed about breaking news that can impact Po
Source: economictimes.indiatimes.com
Nasa stays: How Congress rejecting Trump's budget cuts Is a victory for science
Nasa stays: How Congress rejecting Trump's budget cuts Is a victory for science
Under the new bipartisan spending plan approved by the United States Congress, Nasa would receive about 24.4 billion for fiscal year 2026.
Source: www.indiatoday.in
The Titans of Alternative Investing: Who Rules the Private Credit World?
The Titans of Alternative Investing: Who Rules the Private Credit World?

Source: www.hedgeco.net
Kourtney Kardashian Barker’s Journey From Reality Star to Wellness Entrepreneur
Kourtney Kardashian Barker’s Journey From Reality Star to Wellness Entrepreneur
Her brand Lemme just entered Walmart and has a heavy launch pipeline planned for 2026.
Source: wwd.com
PowerBank Expects 4.99 MW BESS Project to Reach Commercial Operating during January 2026
PowerBank Expects 4.99 MW BESS Project to Reach Commercial Operating during January 2026
PowerBank Corporation (NASDAQ: SUUN) (Cboe CA: SUNN) (FSE: 103) (
Source: globalrenewablenews.com
Ameresco and Republic Services Bring 5.2 MWe Upper Rock Landfill Gas-to-Renewable Natural Gas Facility Online
Ameresco and Republic Services Bring 5.2 MWe Upper Rock Landfill Gas-to-Renewable Natural Gas Facility Online
Ameresco, Inc., (NYSE: AMRC), a leading energy infrastructure solutions provider, and Republic Services, Inc. (NYSE: RSG), a leader in the environmental services industry, today (Jan 6) announc. . .
Source: globalrenewablenews.com
Algae Swirls Across a South African Reservoir
Algae Swirls Across a South African Reservoir
Vivid green blooms form, drift, and fade in Hartbeespoortdam reservoir over the course of a year.
Source: science.nasa.gov
[2601.03098] From Muscle to Text with MyoText: sEMG to Text via Finger Classification and Transformer-Based Decoding
[2601.03098] From Muscle to Text with MyoText: sEMG to Text via Finger Classification and Transformer-Based Decoding
Surface electromyography (sEMG) provides a direct neural interface for decoding muscle activity and offers a promising foundation for keyboard-free text input in wearable and mixed-reality systems. Previous sEMG-to-text studies mainly focused on recognizing letters directly from sEMG signals, forming an important first step toward translating muscle activity into text. Building on this foundation, we present MyoText, a hierarchical framework that decodes sEMG signals to text through physiologica
Source: arxiv.org
[2601.03048] On the Intrinsic Limits of Transformer Image Embeddings in Non-Solvable Spatial Reasoning
[2601.03048] On the Intrinsic Limits of Transformer Image Embeddings in Non-Solvable Spatial Reasoning
Vision Transformers (ViTs) excel in semantic recognition but exhibit systematic failures in spatial reasoning tasks such as mental rotation. While often attributed to data scale, we propose that this limitation arises from the intrinsic circuit complexity of the architecture. We formalize spatial understanding as learning a Group Homomorphism: mapping image sequences to a latent space that preserves the algebraic structure of the underlying transformation group. We demonstrate that for non-solva
Source: arxiv.org
[2601.02878] Improving Financial Forecasting with a Synergistic LLM-Transformer Architecture: A Hybrid Approach to Stock Price Prediction
[2601.02878] Improving Financial Forecasting with a Synergistic LLM-Transformer Architecture: A Hybrid Approach to Stock Price Prediction
This study proposes a novel hybrid deep learning framework that integrates a Large Language Model (LLM) with a Transformer architecture for stock price forecasting. The research addresses a critical theoretical gap in existing approaches that empirically combine textual and numerical data without a formal understanding of their interaction mechanisms. We conceptualise a prompt-based LLM as a mathematically defined signal generator, capable of extracting directional market sentiment and an associ
Source: arxiv.org
[2601.02864] Lesion Segmentation in FDG-PET/CT Using Swin Transformer U-Net 3D: A Robust Deep Learning Framework
[2601.02864] Lesion Segmentation in FDG-PET/CT Using Swin Transformer U-Net 3D: A Robust Deep Learning Framework
Accurate and automated lesion segmentation in Positron Emission Tomography / Computed Tomography (PET/CT) imaging is essential for cancer diagnosis and therapy planning. This paper presents a Swin Transformer UNet 3D (SwinUNet3D) framework for lesion segmentation in Fluorodeoxyglucose Positron Emission Tomography / Computed Tomography (FDG-PET/CT) scans. By combining shifted window self-attention with U-Net style skip connections, the model captures both global context and fine anatomical detail
Source: arxiv.org
[2601.02701] Topology-Aware Spatio-Temporal Graph Transformer for Predicting Smart Grid Failures
[2601.02701] Topology-Aware Spatio-Temporal Graph Transformer for Predicting Smart Grid Failures
Smart grid infrastructure needs improved resilience and preventive maintenance through more accurate predictions. Current methodologies lack accurate representation of spatio-temporal-causal interdependencies and class imbalance in failure prediction tasks. This study introduces a Topology-Aware Spatio-Temporal Graph Transformer (ST-GT) architecture that overcomes existing limitations by using three main innovations: (1) directly incorporating physical transmission network topology into the tran
Source: arxiv.org
[2601.02688] Multi-channel multi-speaker transformer for speech recognition
[2601.02688] Multi-channel multi-speaker transformer for speech recognition
With the development of teleconferencing and in-vehicle voice assistants, far-field multi-speaker speech recognition has become a hot research topic. Recently, a multi-channel transformer (MCT) has been proposed, which demonstrates the ability of the transformer to model far-field acoustic environments. However, MCT cannot encode high-dimensional acoustic features for each speaker from mixed input audio because of the interference between speakers. Based on these, we propose the multi-channel mu
Source: arxiv.org
[2601.02433] Physical Transformer
[2601.02433] Physical Transformer
Digital AI systems spanning large language models, vision models, and generative architectures that operate primarily in symbolic, linguistic, or pixel domains. They have achieved striking progress, but almost all of this progress lives in virtual spaces. These systems transform embeddings and tokens, yet do not themselves touch the world and rarely admit a physical interpretation. In this work we propose a physical transformer that couples modern transformer style computation with geometric rep
Source: arxiv.org
[2312.11714] Time-Transformer: Integrating Local and Global Features for Better Time Series Generation (Extended Version)
[2312.11714] Time-Transformer: Integrating Local and Global Features for Better Time Series Generation (Extended Version)
Generating time series data is a promising approach to address data deficiency problems. However, it is also challenging due to the complex temporal properties of time series data, including local correlations as well as global dependencies. Most existing generative models have failed to effectively learn both the local and global properties of time series data. To address this open problem, we propose a novel time series generative model named 'Time-Transformer AAE', which consists of an advers
Source: arxiv.org
TAP’s expansion adds 1.2 billion cubic meters per year of long-term capacity
TAP’s expansion adds 1.2 billion cubic meters per year of long-term capacity

Source: www.app.com.pk
Abu Dhabi’s TII Launches Falcon-H1 Arabic, Establishing the World’s Leading Arabic AI Model
Abu Dhabi’s TII Launches Falcon-H1 Arabic, Establishing the World’s Leading Arabic AI Model
-The Technology Innovation Institute (TII), the applied research arm of Abu Dhabi’s Advanced Technology Research Council (ATRC), has announced Falcon-H1 ...
Source: en.antaranews.com
After Trump’s Military Victory in Venezuela, Cuba’s Economy Is in Freefall
After Trump’s Military Victory in Venezuela, Cuba’s Economy Is in Freefall
In the dimly lit streets of Havana, where rolling blackouts have become the norm rather than the exception, 62-year-old Maritza Gonzalez fans herself in the
Source: commstrader.com
Jefferies lifts RIL target after Rs 1 lakh crore fall, pins next leg of rally on Jio IPO, tariff hikes
Jefferies lifts RIL target after Rs 1 lakh crore fall, pins next leg of rally on Jio IPO, tariff hikes
A day after Reliance Industries (RIL) shares fell 4.4 , wiping out Rs 94,000 crore in market value, Jefferies raised its 12-month price target to Rs 1,830, maintaining a Buy rating. The brokerage cited a potential Jio tariff hike and an IPO of the telecom arm as key triggers for the conglomerates next re rating, implying roughly 21 upside.
Source: economictimes.indiatimes.com
U.S. refiners poised to gain as Venezuela oil sanctions face possible lift
U.S. refiners poised to gain as Venezuela oil sanctions face possible lift
A full-scale resumption of Venezuelan oil exports would benefit refiners in the United States and lower their fuel production costs, with the refineries capable of absorbing most of the roughly 1 million barrels per day of crude if U.S. sanctions on the South American country are removed. The U.S. and Venezuela have been discussing exporting crude from the South American country to the United States, Reuters reported on Tuesday. U.S. oil executives are expected to visit the White House on Thursd
Source: kaieteurnewsonline.com
Faetooth announce spring North American tour
Faetooth announce spring North American tour
Faetooth will be hitting the road on a North American tour this spring. Latter, Iress, Soap Box Derby, Bosses, and Nightosphere will also join the band at select shows.Find Faetooth tickets here.04/14 Phoenix, AZ @ ...
Source: lambgoat.com
New Year resolutions
New Year resolutions
I made several New Year’s resolutions.  Social media, here I come.  FB, Instagram, YouTube.  May even try my hand at a TikTok or two, if only to keep Drs. Ali, Jagdeo, Nandlall attentive and active.  If the man from WIN can use social media, so can I.  I can’t be that daft, and allow the world to pass me by, not see for myself how the dark side of Guyana works.
Source: kaieteurnewsonline.com
GE’s New Smart Shades Use Matter Over Thread
GE’s New Smart Shades Use Matter Over Thread
GE Lighting returns to CES 2026 with a surprising new product line - GE Smart Shades - and yes, they utilise Matter over Thread.
Source: homekitnews.com
India's data centre capacity to reach 1.7 GW this year
India's data centre capacity to reach 1.7 GW this year
India's data centre market is set to add 220 MW in 2026, reaching approximately 1.7 GW. Driven by government initiatives and new cable landing stations, the sector anticipates significant growth, though a capacity shortfall is projected by 2033. Proposed policies aim to bridge this gap through incentives and infrastructure development.
Source: economictimes.indiatimes.com
Back to the Copper Age! Why stars have aligned to power a 10,000-year-old divine metal
Back to the Copper Age! Why stars have aligned to power a 10,000-year-old divine metal
Ten millennia after shaping early civilisations, copper has re-emerged as a cornerstone of global growth. Prices have hit record highs above 13,000 a tonne after a sharp rally up 61 on Indias MCX in 2025 and 42 globally, with further gains in 2026 as investors and industries bet on coppers central role in the next economic cycle.
Source: economictimes.indiatimes.com
B.C. premier prefers refinery over pipeline after Maduro capture
B.C. premier prefers refinery over pipeline after Maduro capture
B.C. Premier David Eby says he would support building a new oil refinery in Canada over a new pipeline carrying oil bound for Asia.
Source: vancouver.citynews.ca
Nvidia DLSS 4.5 brings 2nd gen Transformer and 6x multi frame gen to RTX 50 Blackwell; RTX 20 and RTX 30 stand to benefit with caveats
Nvidia DLSS 4.5 brings 2nd gen Transformer and 6x multi frame gen to RTX 50 Blackwell; RTX 20 and RTX 30 stand to benefit with caveats
Nvidia's latest DLSS 4.5 upscaling now uses a 2nd gen Transformer model that promises improved visual fidelity. While all RTX GPUs can leverage DLSS 4.5 super resolution, older RTX 20 and RTX 30 series cards may suffer a performance penalty owing to lack of FP8 and FP4 units in their Tensor cores. Also on offer is dynamic multi-frame generation up to 6x on RTX 50 series Blackwell GPUs.
Source: www.notebookcheck.net
Carlyle’s 2026 Reset: New Leadership Structure, Credit Discipline, and the Coming Wave of Restructurings
Carlyle’s 2026 Reset: New Leadership Structure, Credit Discipline, and the Coming Wave of Restructurings

Source: www.hedgeco.net
[2506.06095] Accelerating Sparse Transformer Inference on GPU
[2506.06095] Accelerating Sparse Transformer Inference on GPU
Large language models (LLMs) are popular around the world due to their powerful understanding capabilities. As the core component of LLMs, accelerating Transformer through parallelization has gradually become a hot research topic. Mask layers introduce sparsity into Transformer to reduce calculations. However, previous works rarely focus on the performance optimization of sparse Transformer. In addition, current static operator fusion schemes fail to adapt to diverse application scenarios. To ad
Source: arxiv.org
[2310.08061] ETDock: A Novel Equivariant Transformer for Protein-Ligand Docking
[2310.08061] ETDock: A Novel Equivariant Transformer for Protein-Ligand Docking
Predicting the docking between proteins and ligands is a crucial and challenging task for drug discovery. However, traditional docking methods mainly rely on scoring functions, and deep learning-based docking approaches usually neglect the 3D spatial information of proteins and ligands, as well as the graph-level features of ligands, which limits their performance. To address these limitations, we propose an equivariant transformer neural network for protein-ligand docking pose prediction. Our a
Source: arxiv.org
[2411.12589] ULTra: Unveiling Latent Token Interpretability in Transformer-Based Understanding and Segmentation
[2411.12589] ULTra: Unveiling Latent Token Interpretability in Transformer-Based Understanding and Segmentation
Transformers have revolutionized Computer Vision (CV) through self-attention mechanisms. However, their complexity makes latent token representations difficult to interpret. We introduce ULTra, a framework for interpreting Transformer embeddings and uncovering meaningful semantic patterns within them. ULTra enables unsupervised semantic segmentation using pre-trained models without requiring fine-tuning. Additionally, we propose a self-supervised training approach that refines segmentation perfo
Source: arxiv.org
[2501.01342] DeepFilter: A Transformer-style Framework for Accurate and Efficient Process Monitoring
[2501.01342] DeepFilter: A Transformer-style Framework for Accurate and Efficient Process Monitoring
The process monitoring task is characterized by stringent demands for accuracy and efficiency. Current transformer-based methods, characterized by self-attention for temporal fusion, exhibit limitations in accurately understanding the semantic context and efficiently processing monitoring logs, rendering them inadequate for process monitoring. To address these limitations, we introduce DeepFilter, which revises the self-attention mechanism to improve both accuracy and efficiency. As a straightfo
Source: arxiv.org
[2601.00847] You Only Need Your Transformer 25 of the Time: Meaning-First Execution for Eliminating Unnecessary Inference
[2601.00847] You Only Need Your Transformer 25 of the Time: Meaning-First Execution for Eliminating Unnecessary Inference
Modern AI inference systems treat transformer execution as mandatory, conflating model capability with execution necessity. We reframe inference as a control-plane decision problem: determining when execution is necessary versus when correctness can be preserved through alternative pathways. We introduce Meaning-First Execution (MFEE), a control-plane architecture implementing this framework, selectively invoking transformer inference only when required. MFEE operates as a gating layer above exi
Source: arxiv.org
[2601.00897] CornViT: A Multi-Stage Convolutional Vision Transformer Framework for Hierarchical Corn Kernel Analysis
[2601.00897] CornViT: A Multi-Stage Convolutional Vision Transformer Framework for Hierarchical Corn Kernel Analysis
Accurate grading of corn kernels is critical for seed certification, directional seeding, and breeding, yet it is still predominantly performed by manual inspection. This work introduces CornViT, a three-stage Convolutional Vision Transformer (CvT) framework that emulates the hierarchical reasoning of human seed analysts for single-kernel evaluation. Three sequential CvT-13 classifiers operate on 384x384 RGB images: Stage 1 distinguishes pure from impure kernels; Stage 2 categorizes pure kernels
Source: arxiv.org
[2601.01089] Central Dogma Transformer: Towards Mechanism-Oriented AI for Cellular Understanding
[2601.01089] Central Dogma Transformer: Towards Mechanism-Oriented AI for Cellular Understanding
Understanding cellular mechanisms requires integrating information across DNA, RNA, and protein - the three molecular systems linked by the Central Dogma of molecular biology. While domain-specific foundation models have achieved success for each modality individually, they remain isolated, limiting our ability to model integrated cellular processes. Here we present the Central Dogma Transformer (CDT), an architecture that integrates pre-trained language models for DNA, RNA, and protein followin
Source: arxiv.org
[2601.01204] XStreamVGGT: Extremely Memory-Efficient Streaming Vision Geometry Grounded Transformer with KV Cache Compression
[2601.01204] XStreamVGGT: Extremely Memory-Efficient Streaming Vision Geometry Grounded Transformer with KV Cache Compression
Learning-based 3D visual geometry models have benefited substantially from large-scale transformers. Among these, StreamVGGT leverages frame-wise causal attention for strong streaming reconstruction, but suffers from unbounded KV cache growth, leading to escalating memory consumption and inference latency as input frames accumulate. We propose XStreamVGGT, a tuning-free approach that systematically compresses the KV cache through joint pruning and quantization, enabling extremely memory-efficien
Source: arxiv.org
[2601.01281] AI-Powered Deepfake Detection Using CNN and Vision Transformer Architectures
[2601.01281] AI-Powered Deepfake Detection Using CNN and Vision Transformer Architectures
The increasing use of artificial intelligence generated deepfakes creates major challenges in maintaining digital authenticity. Four AI-based models, consisting of three CNNs and one Vision Transformer, were evaluated using large face image datasets. Data preprocessing and augmentation techniques improved model performance across different scenarios. VFDNET demonstrated superior accuracy with MobileNetV3, showing efficient performance, thereby demonstrating AI's capabilities for dependable deepf
Source: arxiv.org
[2601.01308] Automated SBOM-Driven Vulnerability Triage for IoT Firmware: A Lightweight Pipeline for Risk Prioritization
[2601.01308] Automated SBOM-Driven Vulnerability Triage for IoT Firmware: A Lightweight Pipeline for Risk Prioritization
The proliferation of Internet of Things (IoT) devices has introduced significant security challenges, primarily due to the opacity of firmware components and the complexity of supply chain dependencies. IoT firmware frequently relies on outdated, third-party libraries embedded within monolithic binary blobs, making vulnerability management difficult. While Software Bill of Materials (SBOM) standards have matured, generating actionable intelligence from raw firmware dumps remains a manual and err
Source: arxiv.org
[2601.01315] Quantifying Local Strain Field and Deformation in Active Contraction of Bladder Using a Pretrained Transformer Model: A Speckle-Free Approach
[2601.01315] Quantifying Local Strain Field and Deformation in Active Contraction of Bladder Using a Pretrained Transformer Model: A Speckle-Free Approach
Accurate quantification of local strain fields during bladder contraction is essential for understanding the biomechanics of bladder micturition, in both health and disease. Conventional digital image correlation (DIC) methods have been successfully applied to various biological tissues; however, this approach requires artificial speckling, which can alter both passive and active properties of the tissue. In this study, we introduce a speckle-free framework for quantifying local strain fields us
Source: arxiv.org
[2601.01406] SwinIFS: Landmark Guided Swin Transformer For Identity Preserving Face Super Resolution
[2601.01406] SwinIFS: Landmark Guided Swin Transformer For Identity Preserving Face Super Resolution
Face super-resolution aims to recover high-quality facial images from severely degraded low-resolution inputs, but remains challenging due to the loss of fine structural details and identity-specific features. This work introduces SwinIFS, a landmark-guided super-resolution framework that integrates structural priors with hierarchical attention mechanisms to achieve identity-preserving reconstruction at both moderate and extreme upscaling factors. The method incorporates dense Gaussian heatmaps
Source: arxiv.org
[2601.01425] DreamID-V:Bridging the Image-to-Video Gap for High-Fidelity Face Swapping via Diffusion Transformer
[2601.01425] DreamID-V:Bridging the Image-to-Video Gap for High-Fidelity Face Swapping via Diffusion Transformer
Video Face Swapping (VFS) requires seamlessly injecting a source identity into a target video while meticulously preserving the original pose, expression, lighting, background, and dynamic information. Existing methods struggle to maintain identity similarity and attribute preservation while preserving temporal consistency. To address the challenge, we propose a comprehensive framework to seamlessly transfer the superiority of Image Face Swapping (IFS) to the video domain. We first introduce a n
Source: arxiv.org
[2601.01655] UniCrop: A Universal, Multi-Source Data Engineering Pipeline for Scalable Crop Yield Prediction
[2601.01655] UniCrop: A Universal, Multi-Source Data Engineering Pipeline for Scalable Crop Yield Prediction
Accurate crop yield prediction relies on diverse data streams, including satellite, meteorological, soil, and topographic information. However, despite rapid advances in machine learning, existing approaches remain crop- or region-specific and require data engineering efforts. This limits scalability, reproducibility, and operational deployment. This study introduces UniCrop, a universal and reusable data pipeline designed to automate the acquisition, cleaning, harmonisation, and engineering of
Source: arxiv.org
[2601.01835] RSwinV2-MD: An Enhanced Residual SwinV2 Transformer for Monkeypox Detection from Skin Images
[2601.01835] RSwinV2-MD: An Enhanced Residual SwinV2 Transformer for Monkeypox Detection from Skin Images
In this paper, a deep learning approach for Mpox diagnosis named Customized Residual SwinTransformerV2 (RSwinV2) has been proposed, trying to enhance the capability of lesion classification by employing the RSwinV2 tool-assisted vision approach. In the RSwinV2 method, a hierarchical structure of the transformer has been customized based on the input dimensionality, embedding structure, and output targeted by the method. In this RSwinV2 approach, the input image has been split into non-overlappin
Source: arxiv.org
[2601.01989] VIT-Ped: Visionary Intention Transformer for Pedestrian Behavior Analysis
[2601.01989] VIT-Ped: Visionary Intention Transformer for Pedestrian Behavior Analysis
Pedestrian Intention prediction is one of the key technologies in the transition from level 3 to level 4 autonomous driving. To understand pedestrian crossing behaviour, several elements and features should be taken into consideration to make the roads of tomorrow safer for everybody. We introduce a transformer / video vision transformer based algorithm of different sizes which uses different data modalities .We evaluated our algorithms on popular pedestrian behaviour dataset, JAAD, and have rea
Source: arxiv.org
[2601.02281] InfiniteVGGT: Visual Geometry Grounded Transformer for Endless Streams
[2601.02281] InfiniteVGGT: Visual Geometry Grounded Transformer for Endless Streams
The grand vision of enabling persistent, large-scale 3D visual geometry understanding is shackled by the irreconcilable demands of scalability and long-term stability. While offline models like VGGT achieve inspiring geometry capability, their batch-based nature renders them irrelevant for live systems. Streaming architectures, though the intended solution for live operation, have proven inadequate. Existing methods either fail to support truly infinite-horizon inputs or suffer from catastrophic
Source: arxiv.org
[2601.02283] An Automatic Pipeline for the Integration of Python-Based Tools into the Galaxy Platform: Application to the anvi'o Framework
[2601.02283] An Automatic Pipeline for the Integration of Python-Based Tools into the Galaxy Platform: Application to the anvi'o Framework
The integration of command-line tools into the Galaxy platform is crucial for making complex computational methods accessible to a broader audience and ensuring reproducible research. However, the manual development of tool wrappers is a time-consuming, error-prone, and knowledge-intensive process. This bottleneck significantly affects the rapid deployment of new and updated tools, creating a gap between tool development and its availability to the scientific community. We have developed a nov
Source: arxiv.org
[2601.02307] Differential Privacy for Transformer Embeddings of Text with Nonparametric Variational Information Bottleneck
[2601.02307] Differential Privacy for Transformer Embeddings of Text with Nonparametric Variational Information Bottleneck
We propose a privacy-preserving method for sharing text data by sharing noisy versions of their transformer embeddings. It has been shown that hidden representations learned by deep models can encode sensitive information from the input, making it possible for adversaries to recover the input data with considerable accuracy. This problem is exacerbated in transformer embeddings because they consist of multiple vectors, one per token. To mitigate this risk, we propose Nonparametric Variational Di
Source: arxiv.org
No Russian oil expected in January, none came in the last three weeks: Reliance Industries
No Russian oil expected in January, none came in the last three weeks: Reliance Industries
Reliance Industries confirms no Russian oil imports for January 2026, maintaining a halt in shipments since November 2025.
Source: www.thehindu.com
Reliance Industries shares decline 4 amid heavy volumes, emerges as third-biggest drag on Nifty
Reliance Industries shares decline 4 amid heavy volumes, emerges as third-biggest drag on Nifty
Reliance Industries share price fell 3.7 on Tuesday, reaching an intraday low of Rs 1,518.30, amid a significant spike in trade volumes. The company stated it expects no Russian crude oil deliveries in January, denying a report about vessels heading to its refinery. This comes as US President Trump threatened tariffs on India if it doesn't curb Russian oil purchases.
Source: economictimes.indiatimes.com
Vijay Hazare Trophy Live Streaming: Virat Kohli, Rohit Sharma Miss Out, But Where Can Fans Watch Today’s Matches?
Vijay Hazare Trophy Live Streaming: Virat Kohli, Rohit Sharma Miss Out, But Where Can Fans Watch Today’s Matches?
Vijay Hazare Trophy 2025-26 enters a decisive round as fans search for live streaming options amid Virat Kohli and Rohit Sharma’s absence.
Source: zeenews.india.com
Reliance share price down over 3 . Why is it falling today?
Reliance share price down over 3 . Why is it falling today?
The fall in Reliance shares comes against the backdrop of a broader market correction. Both the Sensex and the Nifty traded lower in early deals as investors turned cautious on global cues and reduced exposure to heavyweight stocks.
Source: www.indiatoday.in
Contemplating the Difficult Labor-Market Conditions for U.S.-Born Men
Contemplating the Difficult Labor-Market Conditions for U.S.-Born Men
Recently, two perspectives on merit-based hirings were presented. Lydia Polgreen deplored the increasing attacks on the employment of Indian professionals who...
Source: www.realclearmarkets.com
Unity Asset Store
Unity Asset Store
Elevate your workflow with the Basement Prison asset from Neo Star. Find this & other Environments options on the Unity Asset Store.
Source: assetstore.unity.com
Gandhinagar typhoid surge: Amit Shah calls for swift government action
Gandhinagar typhoid surge: Amit Shah calls for swift government action
Amit Shah urges urgent action in Gandhinagar as typhoid cases surge due to water pipeline leak, ensuring swift government response.
Source: www.thehindu.com
The AI hype cycle is rewriting ad tech’s M&A math
The AI hype cycle is rewriting ad tech’s M&A math
Experts think the current environment favors small, surgical deals for durable assets, leaving overfunded, AI-branded also-rans to fight for the bargain-basement of ad tech.
Source: digiday.com
Hydrostor's Willow Rock Energy Storage Center Obtains Final Approval for Power Plant License
Hydrostor's Willow Rock Energy Storage Center Obtains Final Approval for Power Plant License
Hydrostor, a leading global long duration energy storage (LDES) developer and operator, is pleased to announce that the Willow Rock Energy Storage Center received final permitting approval from . . .
Source: globalrenewablenews.com
Orr n Energy sells a portfolio of three solar energy projects in Germany for a total consideration of up to MEUR 14
Orr n Energy sells a portfolio of three solar energy projects in Germany for a total consideration of up to MEUR 14
Orr n Energy AB (
Source: globalrenewablenews.com
8 Million USD Loan Secured by PowerBank to Accelerate Independent Power Producer Portfolio
8 Million USD Loan Secured by PowerBank to Accelerate Independent Power Producer Portfolio
Highlights Funds will be used to pay interconnection deposits which are required by utilities to complete the interconnection process and are refundable if a project does not reach commercia. . .
Source: globalrenewablenews.com
For A Remote Community in Nepal, Micro Hydro Power Brings New Opportunities
For A Remote Community in Nepal, Micro Hydro Power Brings New Opportunities
For Lakshmi Kumari Sunar, reliable electricity from micro hydro-power (MHP) does not only mean breathing in cleaner air, but also increasing her income. Living in the remote mountain area of Bajura,. . .
Source: globalrenewablenews.com
NextNRG and A123 Systems LLC Sign MOU to Advance U.S. Battery Energy Storage Projects
NextNRG and A123 Systems LLC Sign MOU to Advance U.S. Battery Energy Storage Projects
NextNRG, Inc. (NASDAQ: NXXT), a pioneer in AI-driven energy innovation transforming how energy is produced, managed, and delivered, today (Dec 29, 2025)  announced it has signed a Memorandum of Un. . .
Source: globalrenewablenews.com
PureSky Energy Surpasses 200 Megawatts of Operational Solar Projects
PureSky Energy Surpasses 200 Megawatts of Operational Solar Projects
PureSky Energy, a leading developer and operator of community solar and renewable energy projects, announced today (Dec 30, 2025) that it has officially surpassed 200 megawatts (MW) of operational s. . .
Source: globalrenewablenews.com
CPV Begins Operations at Maryland's Largest Solar Project
CPV Begins Operations at Maryland's Largest Solar Project
Today (Dec 22, 2025), Competitive Power Ventures' (CPV) affiliate CPV Renewable Power and its strategic investment partner Harrison Street Asset Management (HSAM) announced the start of comm. . .
Source: globalrenewablenews.com
Matrix Renewables Signs Full EPC Agreement with Tesla for Landmark Standalone Battery Energy Storage Project in the UK
Matrix Renewables Signs Full EPC Agreement with Tesla for Landmark Standalone Battery Energy Storage Project in the UK
Matrix Renewables has signed a Full EPC (Engineering, Procurement, and Construction) agreement with Tesla for the design, construction, and commissioning of a 500 MW / 2-hour (1 GWh) standalone ba. . .
Source: globalrenewablenews.com
Cathay Cargo says India critical to growth; bets big on reform momentum
Cathay Cargo says India critical to growth; bets big on reform momentum
Cathay Cargo is boosting its presence in India. The air freight operator sees India as a key market and a growing manufacturing center. The company plans more investments to support this expansion. Initiatives like Make in India and Gati Shakti are driving this growth. Cathay Cargo is eager to be part of India's dynamic journey.
Source: economictimes.indiatimes.com
Cathay Cargo plans to ramp up investments in India
Cathay Cargo plans to ramp up investments in India
Cathay Cargo plans to increase investments in India as manufacturing expands, citing strong growth in air freight demand driven by Make in India and Gati Shakti.
Source: www.thehindubusinessline.com
Nintendo eShop file size round-up for Jan. 4th, 2026
Nintendo eShop file size round-up for Jan. 4th, 2026
Filing in for the new year
Source: gonintendo.com
Uni-Bio Science Joins Forces with WMU NERC and Ouhai District Government to Build Growth Factor Innovation Ecosystem and Accelerate Regenerative Medicine Strategy Layout
Uni-Bio Science Joins Forces with WMU NERC and Ouhai District Government to Build Growth Factor Innovation Ecosystem and Accelerate Regenerative Medicine Strategy Layout
**media[887023]**
Source: www.manilatimes.net
Govt. extends bids for gas bottle company, fertiliser project
Govt. extends bids for gas bottle company, fertiliser project
As the Gas-to-Energy (GTE) project continues to drag to the finish line, with the initiative now likely for completion in the final quarter of 2026, plans to monetise the gas have also been pushed back.
Source: kaieteurnewsonline.com
Metallium and Glencore sign binding e-scrap supply agreement to scale FJH
Metallium and Glencore sign binding e-scrap supply agreement to scale FJH
Metallium (MTM) inks multi-year e-waste feed deal with Glencore to scale US FJH operations, signaling transition from developer to commercial rollout.
Source: smallcaps.com.au
Rosewood Hotel Group Accelerates Global Expansion with On-Track 2025 Openings
Rosewood Hotel Group Accelerates Global Expansion with On-Track 2025 Openings
Rosewood Hotel Group ( the Group ) today announces continued expansion of its global development pipeline with the on-schedule opening of Rosewood ...
Source: en.antaranews.com
CYFIRMA Announces DeCYFIR 4.0: Industry-Leading AI Platform Engineered for Preemptive Protection
CYFIRMA Announces DeCYFIR 4.0: Industry-Leading AI Platform Engineered for Preemptive Protection
CYFIRMA, the global leader in Preemptive External Threat Landscape Management (ETLM), today announced the launch of DeCYFIR 4.0, a groundbreaking evolution of ...
Source: en.antaranews.com
Asia’s IPO boom shows no sign of slowing in 2026
Asia’s IPO boom shows no sign of slowing in 2026
Asia’s IPO market is set for another blockbuster year in 2026, led by Hong Kong and India, with mega listings from tech, AI and consumer giants.
Source: www.thehindubusinessline.com
Heroin seized near Punjab CM’s residence, 2 arrested in Chandigarh.
Heroin seized near Punjab CM’s residence, 2 arrested in Chandigarh.
Chandigarh: Police intercepted two suspected drug traffickers on Saturday afternoon just metres from the high-security residence of the Punjab chief m.
Source: timesofindia.indiatimes.com
Win 10,000 Avios via Head for Points Travel & Loyalty Awards
Win 10,000 Avios via Head for Points Travel & Loyalty Awards
We're launching the Head for Points Travel & Loyalty Awards 2025 - and if you vote, you're in with a chance of winning 10,000 Avios!
Source: www.headforpoints.com
15 Stocks in Focus: From Tourism Finance and Ramco Cements to HPCL, SPML Infra, HG Infra & KPI Green
15 Stocks in Focus: From Tourism Finance and Ramco Cements to HPCL, SPML Infra, HG Infra & KPI Green
Explore 15 key stocks poised for growth, driven by expansion plans and contract wins in tourism, finance, and infrastructure sectors.
Source: www.thehindubusinessline.com
India’s CBG ascent: A strategic roadmap for energy self-reliance and lessons from Germany
India’s CBG ascent: A strategic roadmap for energy self-reliance and lessons from Germany
By prioritising long-term value and treating waste as a strategic asset, India will transform an environmental challenge into the cornerstone of a truly self-reliant energy future
Source: www.thehindubusinessline.com
Landsverk L 182
Landsverk L 182
Elevate your workflow with the Landsverk L 182 asset from Red Blue Pixel Studio. Find this & other Props options on the Unity Asset Store.
Source: assetstore.unity.com
ONGC’s first CCS pilot to store CO2 in depleted wells at Gujarat's Gandhar field
ONGC’s first CCS pilot to store CO2 in depleted wells at Gujarat's Gandhar field
Company had previously sourced CO2 from IOC’s Koyali refinery for injections into the well.
Source: www.thehindubusinessline.com
ONGC to store CO2 in depleted wells at Gujarat's Gandhar field in first CCS pilot
ONGC to store CO2 in depleted wells at Gujarat's Gandhar field in first CCS pilot
ONGC is launching a pilot project to store captured carbon dioxide underground at its Gandhar oilfield in Gujarat. This initiative marks a significant step in the company's plan to reduce emissions. The project will inject CO2 into abandoned wells, preventing it from entering the atmosphere.
Source: economictimes.indiatimes.com
Evangeline Lilly reveals brain damage following accident earlier this year
Evangeline Lilly reveals brain damage following accident earlier this year
Evangeline Lilly has been left with brain damage following an accident earlier this year.The Lost actress revealed in May she had sustained a traumatic brain injury (TBI) after fainting and falling face-first into a boulder and she recently underwent tests to examine how she has been impacted, but the results weren't good news.In a video shared to Instagram, she said:...
Source: www.asiaone.com
Fully respect international law and the applicable inter-American legal framework OAS Secretary-General on U.S. strike in Venezuela
Fully respect international law and the applicable inter-American legal framework OAS Secretary-General on U.S. strike in Venezuela
Secretary-General of the Organisation of American States (OAS) Albert R. Ramdin on Saturday called on all actors to fully respect international law and the applicable inter-American legal framework, including the peaceful settlement of disputes, respect for human rights, and the protection of civilian life and critical infrastructure.
Source: kaieteurnewsonline.com
104 People, Including Children, Hospitalised After Drinking Contaminated Water In Gandhinagar
104 People, Including Children, Hospitalised After Drinking Contaminated Water In Gandhinagar
Over 100 typhoid cases reported in Gandhinagar. Harsh Sanghavi and Amit Shah reviewed the situation. Unsafe water, pipeline leaks, and super-chlorination efforts underway.
Source: www.news18.com
Bids opened for construction of Central Monitoring Room at GRA
Bids opened for construction of Central Monitoring Room at GRA
The Guyana Revenue Authority (GRA) plans to spend approximately 30,841,650 to build a central monitoring room at its headquarters located at Camp Street.
Source: kaieteurnewsonline.com
Maduro now in New York jail as Trump says US to 'run' Venezuela
Maduro now in New York jail as Trump says US to 'run' Venezuela
PALM BEACH, United States Venezuelan President Nicolas Maduro was in a New York jail Saturday, hours after American special forces seized and fle...
Source: www.koreatimes.co.kr
Maduro in New York detention centre as Trump says US to 'run' Venezuela
Maduro in New York detention centre as Trump says US to 'run' Venezuela
Venezuela's ousted President Nicolas Maduro is now being held at Brooklyn’s Metropolitan Detention Center, according to US media. He was transferred there af...
Source: www.france24.com
Asian stocks enter 2026 under cloud of AI valuation risks, policy divergence
Asian stocks enter 2026 under cloud of AI valuation risks, policy divergence
Asian stocks face challenges in 2026 due to AI valuation concerns and divergent policies amid recent strong performances.
Source: www.thehindubusinessline.com
Finland Boards Cargo Ship Fitburg in Probe of Suspected Undersea Cable Damage
Finland Boards Cargo Ship Fitburg in Probe of Suspected Undersea Cable Damage
Finland’s Border Guard released footage of officers boarding the cargo ship Fitburg off southern Finland as part of an investigation into suspected damage to an undersea telecom cable. The vessel, seized on New Year’s Eve while sailing from Russia to Israel, now has three of its 14 crew members under travel restrictions as Finnish police [ ]
Source: www.theyeshivaworld.com
Heavy Rain and King Tides Cause Flooding in California
Heavy Rain and King Tides Cause Flooding in California
The convergence of severe weather patterns created significant challenges for local transportation networks this weekend. As persistent rainstorms continued
Source: commstrader.com
Adani Wants India To Build Its Own AI. Here Is What That Would Take.
Adani Wants India To Build Its Own AI. Here Is What That Would Take.

Source: swarajyamag.com
Oil market may absorb Maduro shock as global supplies swell
Oil market may absorb Maduro shock as global supplies swell
The capture of Venezuelan President Nicolas Maduro following US airstrikes is unlikely to significantly disrupt the global oil market. Venezuela's oil infrastructure remains operational, and its declining output represents a small fraction of global supplies. While rebuilding the sector is ambitious, current oversupply forecasts suggest market stability.
Source: economictimes.indiatimes.com
Traffic relief in sight as flyover at SPPU Chowk to open soon
Traffic relief in sight as flyover at SPPU Chowk to open soon
Pune: After years of traffic snarls at University Chowk and along Ganeshkhind Road, commuters may soon get lasting relief as the integrated double-dec.
Source: timesofindia.indiatimes.com
South Korean President visits China following Beijing's rising tensions with Japan over Taiwan
South Korean President visits China following Beijing's rising tensions with Japan over Taiwan
South Korean President Lee Jae Myung visits China to strengthen ties amid rising tensions between Beijing and Tokyo over Taiwan.
Source: www.thehindu.com
The 2022, Kansas, Keystone Pipeline Oil Spill Coverup
The 2022, Kansas, Keystone Pipeline Oil Spill Coverup
Feeding us science fiction has been sufficient to cover up oil spill causes in our country. The Keystone spill is no different. In this case, the government reached an unsupported and fundamentally flawed conclusion to falsely blame soil weight for the pipeline failure.
Source: www.opednews.com
US brings Maduro to New York after capturing him from Venezuela
US brings Maduro to New York after capturing him from Venezuela
A US government plane carrying Maduro landed at a military base shortly after nightfall, and he was transported by helicopter to New York City
Source: www.thedailystar.net
Venezuela's Maduro caught, Trump warns Cuba, Mexico and Colombia could be next
Venezuela's Maduro caught, Trump warns Cuba, Mexico and Colombia could be next
The US launched airstrikes on Caracas, captured Venezuelan President Nicolas Maduro and his wife Cilia Flores, flew them to the US citing narco-terrorism charges, and claimed Maduro’s removal from power.
Source: www.indiatoday.in
French missile-maker to build autonomous command centres for UK Navy
French missile-maker to build autonomous command centres for UK Navy
This next-generation of autonomous command centres is part of a flexible suite of autonomous C2 from containerised solutions to vessel operations centres or large, shore operations centres.
Source: interestingengineering.com
system32-ai/sandboxed: Sandboxing using kubernetes
system32-ai/sandboxed: Sandboxing using kubernetes
Sandboxing using kubernetes. Contribute to system32-ai/sandboxed development by creating an account on GitHub.
Source: github.com
Evangeline Lilly opens up about her traumatic head injury following the May 2025 fall; My brain is functioning at a decreased capacity’
Evangeline Lilly opens up about her traumatic head injury following the May 2025 fall; My brain is functioning at a decreased capacity’
Evangeline Lilly shares a poignant health update revealing brain damage from a traumatic fall in May 2025. Discover how she is coping and the positive changes in her life since the injury.
Source: timesofindia.indiatimes.com
The Venezuelan Oil Narative is PURE THEATRE
The Venezuelan Oil Narative is PURE THEATRE
The Real Reason the Pentagon Approved Venezuela: Critical Minerals and Adversary Expulsion
Source: renegaderesources.pro
A Great Year For Experiment Design
A Great Year For Experiment Design
While 2025 will arguably not be remembered as a very positive year for humankind, for many reasons - first and foremost, raging wars and raising inequalities -, as we near its end some have tried to find good things to say about this particular revolution of our planet around the Sun. And who am I to blow against the wind?
Source: www.science20.com
IndiGo offering vouchers worth Rs 10,000 under Gesture of Care’ offer. Here's who is eligible and how to claim it
IndiGo offering vouchers worth Rs 10,000 under Gesture of Care’ offer. Here's who is eligible and how to claim it
IndiGo has launched 'Gesture of Care' (GoC) to compensate passengers affected by significant flight disruptions from December 3-5, 2025. Eligible travelers will receive 10,000 in travel vouchers, split into two 5,000 vouchers, to ease the inconvenience caused by delays exceeding three hours.
Source: economictimes.indiatimes.com
Verified Model-Based Conformance Testing for Dummies
Verified Model-Based Conformance Testing for Dummies
How a small, proved model plus a differential fuzzer catches deep logic bugs normally missed by tests.
Source: welltyped.systems
IndiGo travel disruptions: How to claim compensation vouchers details inside
IndiGo travel disruptions: How to claim compensation vouchers details inside
India Business News: Aviation gaint IndiGo officially launched its Gesture of Care’ (GoC) package to assist passengers affected by flight delays and cancellations. This c.
Source: timesofindia.indiatimes.com
Indore’s Water Crisis Claims Ten Lives After Sewage Leakage Contaminates Drinking Supply In Bhagirathpura
Indore’s Water Crisis Claims Ten Lives After Sewage Leakage Contaminates Drinking Supply In Bhagirathpura
Indore Water Contamination: Ten lives were lost and 1,400 residents fell ill after sewage contaminated drinking water in Indore.
Source: thelogicalindian.com

God Is Love - 1 John 4:7-21