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Voxel51 has released version 3.0 of its multimodal data platform aimed at teams training models on robot, vehicle and factory sensor data. The release unifies search, curation, annotation and evaluation, and adds time-se...
AWS's SMGS Operations team describes a production multi-agent system for its field sales organization and the nine-stage continuous evaluation framework it built on Amazon Bedrock AgentCore Evaluations. The framewor...
Microsoft Research announced Skala-1.1, an updated deep-learning exchange-correlation functional trained on 2.5x more data than its predecessor, reporting a weighted average error of 2.8 kcal/mol on the GMTKN55 benchmark...
Microsoft Research describes an end-to-end machine learning pipeline that forecasts geomagnetically induced current (GIC) risk at 66,935 continental U.S. substations using L1 solar-wind observations. It forecasts AE and...
Researchers at Berkeley AI Research have developed a quantitative theory showing that, under mild approximations, word2vec's learning problem reduces to unweighted least-squares matrix factorization. They prove that...
Berkeley AI Research researchers propose GRASP (Gradient RelAxed Stochastic Planner), a gradient-based planner for learned world models that targets long-horizon planning. GRASP lifts the dynamics constraint into virtual...
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...
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...
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