Machine learning news — deep learning, reinforcement learning, neural architecture search, diffusion models, and new ML frameworks and libraries.
A major strategic pivot toward "Inference Economics" and hybrid AI infrastructure is reshaping how enterprises scale their AI systems, moving beyond the costly "cloud-only" model. By running lightweight, quantized models…
Nvidia announced that its Cosmos 3 model for physical AI ranks first on seven leaderboards for world generation, robot action policy, and industrial vision understanding. The company described Cosmos 3 as an "open omni m…
Fundamental’s NEXUS large tabular model is now available on Amazon SageMaker JumpStart, enabling enterprises to deploy a foundation model purpose-built for structured data prediction. The model generates deterministic, r…
DeepLearning.AI and Red Hat have released a free, intermediate-level course titled "Fast & Efficient LLM Inference with vLLM," taught by Red Hat Senior Developer Advocate Cedric Clyburn. The 1-hour 38-minute course teach…
Google DeepMind product managers Olivier Lacombe and Gus Martins announced Gemma 4 12B, a mid-sized open model under Apache 2.0 that runs multimodal and agentic tasks locally on laptops. The model bridges Google's edge-f…
Google released Gemma 4 12B, a dense multimodal model with a unified, encoder-free architecture designed to reduce latency and memory fragmentation for local AI applications. The model achieves strong performance in auto…
AWS has enabled SOCI snapshotter and index support on Deep Learning AMIs and Deep Learning Containers to reduce container cold start times for AI and ML workloads. The SOCI technology uses lazy loading to start container…
Google Cloud announced the general availability of its serverless Managed Service for Apache Spark runtime version 3.0, which introduces zero-setup onboarding and reduces startup times by 75%. The update automates IAM pe…
Amazon Web Services announced a new method for improving AI agent tool-calling accuracy using Supervised Fine-Tuning (SFT) and Direct Preference Optimization (DPO) on Amazon SageMaker AI. The approach trains small langua…
Researchers introduced Gated DeltaNet-2, a linear attention model that decouples the erase and write operations in recurrent state updates using separate channel-wise gates. The model outperforms Mamba-2, Gated DeltaNet,…
A new scientific paper argues that a mathematical theory of deep learning, termed "learning mechanics," is emerging, drawing parallels to physics by focusing on the dynamics of training and making falsifiable predictions…
Bazooka CIO Sankar Karuppasamy now reports directly to CEO Tony Jacobs following the company's 2023 separation from Topps via a $700 million sale to Apax Partners, reflecting a corporate trend where 65% of CIOs report to…
DeepSpeed has integrated the Muon Optimizer, a memory-efficient optimizer that uses a single momentum buffer and Newton-Schulz orthogonalization to improve training convergence, particularly for 2D weight matrices in tra…
NVIDIA Research presented three papers at the CVPR conference addressing challenges in physical AI, including a foundation model for robotic grasping, a faster reasoning model for autonomous vehicles, and a scalable trai…
Google's AI-driven Google Ads platform is shifting the PPC role from tactical keyword management to system optimization, with features like AI Max for Search and Smart Bidding Exploration automating campaign execution. T…
Researchers from the University of Utah, University of Illinois Chicago, Harvard Medical School, and the University of Pittsburgh have developed a smartwatch-inspired wearable that measures continuous blood pressure usin…
A developer created a beginner-friendly machine learning project using ChatGPT to generate a salary prediction model with linear regression. The project, built on Google Colab, uses a simple dataset mapping years of expe…
Governments are increasingly ceding decision-making power over benefits, policing, and immigration to proprietary AI systems that operate beyond public oversight and democratic accountability. This shift from human discr…
Scientists have demonstrated that artificial intelligence can predict whether a person is reading a taboo word by analyzing their brain waves, according to a study published in *Psychophysiology*. The research found that…
Google Display Network placement exclusions now serve a dual purpose beyond blocking spammy or low-conversion sites. Strategic exclusions guide Google's AI-driven optimization by preventing algorithms from gravitating to…