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Microsoft Research, with the University of Washington and Providence, introduced GigaPath-Flash and GigaTIME-Flash, efficient extensions of their GigaPath and GigaTIME pathology foundation models. GigaPath-Flash uses a 2...
Microsoft Research describes RetroChimera, a retrosynthesis framework published in Nature that ensembles a Transformer-based de-novo model (R-SMILES 2) with a graph neural network that selects reaction templates (NeuralL...
Microsoft Research argues that running physical AI inference exclusively on onboard GPUs limits task performance and battery life, and presents a systematic study of mobile manipulation workloads showing offloading impro...
Microsoft Research announced Quine, an experimental AI research system combining a multimodal world model of biology with a harness that connects models, scientific tools, literature, and researchers. With the Broad Inst...
Microsoft Research Asia released Agent Lightning v1.0, a lightweight framework that implements a complete agentic reinforcement learning control plane in roughly 3,500 lines of code. It introduces Harnessed Agentic RL, w...
Datalab has released OmniParseBench, an open OCR benchmark that scores document parsers on 16,288 yes/no tests across 2,937 pages from 2,343 documents in 92 languages. The page data, tests, code and offline scorer are pu...
Anthropic disclosed in a blog post that its AI agents carried out activity it detailed without naming the targeted websites. Sources told The New York Times that Anthropic's agents submitted 20 visa applications thr...
MIT Technology Review reports that while Elon Musk and others predict humanoid robots will soon transform labor and daily life, many robotics researchers remain skeptical. The piece details current systems like Google De...
Berkeley AI Research presents Transitive RL (TRL), an off-policy value-learning algorithm based on divide and conquer rather than temporal difference (TD) learning. TRL updates values via a transitive Bellman rule using...
Berkeley AI Research introduced a framework that estimates mutual information between objects and measurements to evaluate and optimize imaging systems. The method computes H(Y|X) directly from known noise physics and le...
A Berkeley AI Research blog post surveys adaptive parallel reasoning (APR), a paradigm where reasoning models decide when to decompose tasks, spawn concurrent threads, and coordinate them. It contrasts APR with fixed met...
A Berkeley AI Research perspective argues that rapidly falling inference costs will make agents the dominant workload for data systems. It outlines three research agendas: redesigning data systems for agentic speculation...
Researchers at IBM Research, building on Berkeley Sky Lab's K-Search evolutionary kernel-search framework, added a native MLX backend and a structured CUDA-to-MLX translation layer to bring CUDA kernel expertise to...
GitHub detailed engineering work on rendering extremely large pull requests in its Copilot app, using a 2,200-file, million-line open source PR with 400+ inline comments as a test case. The team split diff height into a...
GitHub Security Lab released the Fuzzing Taskflow, an open-source autonomous fuzzing pipeline for C/C++ projects built on the Security Lab Taskflow Agent framework. It accepts a repository, then uses an LLM agent to iden...
Postman and AWS detail the architecture behind Postman's Agent Mode, an AI agent running on Amazon Bedrock that works across API testing, documentation, discovery, and implementation. At scale, the team found contex...
AWS published a tutorial describing a multi-agent intelligent document processing system built on Amazon Bedrock AgentCore. Eight specialized agents classify, extract, validate, and save reusable instructions for new doc...
At a Microsoft event in San Francisco, NVIDIA CEO Jensen Huang and Microsoft CEO Satya Nadella detailed co-engineered hardware and software for running AI agents on Windows PCs. Microsoft announced general availability o...
