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The paper introduces the Algebraic World Model (AWM), a framework that explores unfamiliar environments, forms executable Python hypotheses, and refines them into typed mathematical models. AWM uses category-theory-guide...
The Verge reports on how Arizona's warm welcome for TSMC's Phoenix chip fabs has given way to bipartisan grassroots opposition to new hyperscale data centers. Residents from Phoenix to Tucson cite water consump...
Anthropic has released sandbox-runtime (srt), an open-source Apache-2.0 npm package and TypeScript library that confines any process using OS isolation primitives instead of containers. It uses macOS Seatbelt, Linux bubb...
AWS published a hands-on guide to Multi-Turn Reinforcement Learning (MTRL) on Amazon SageMaker AI, which trains models on end-of-episode rewards rather than per-step labels. Agents hosted on Bedrock AgentCore (or EKS, EC...
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