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A new paper proposes training chain embedding retrievers on their own retrieval histories, including mistakes, rather than only on gold-standard histories. The method mixes these on-policy states with teacher-forced exam...
The Wikimedia Foundation filed an amicus brief in the copyright lawsuits pitting publishers including The New York Times against OpenAI and Microsoft, taking neither side. It argues that LLMs training on copyrighted mate...
Anthropic hiring manager Felix Rieseberg announces the end of traditional coding interviews, advising junior engineers to focus on business impact and rapid prototyping. Google DeepMind launches Genie 4, a real-time worl...
Simon Willison highlights Jacob Sansbury's account of Spawn, a massively multiplayer game environment where players prompt an in-game agent to modify the world. Spawn reportedly uses a swarm of Fable-powered agents...
Simon Willison reports that October 2026 is a new inflection point for vibe coding, this time for computer games, with Claude Opus 5.5 showing meaningful improvements in 3D modeling, music generation, and game design. He...
UC Berkeley's Sky Computing Lab released LEANN, an open-source vector index that stores a pruned graph instead of full embeddings and recomputes embeddings only for nodes on the search path. Benchmarks show a 60 mil...
Researchers at Stanford and UC Berkeley have released TokenGate, a drop-in module that adds learned token pruning to pretrained LLMs so long prompts are processed faster. A small MLP gate scores tokens at a chosen layer,...
OpenAI says it now trains its most advanced models without internet access, using an offline testing environment where models interact with indexed and cached web content. The change follows a September pause in frontier...
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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