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Topic: "inference-correctness"
not much happened today
vllm chatgpt-atlas langchain meta microsoft openai pytorch ray claude agent-frameworks reinforcement-learning distributed-computing inference-correctness serving-infrastructure browser-agents security middleware runtime-systems documentation hwchase17 soumithchintala masondrxy robertnishihara cryps1s yuchenj_uw
LangChain & LangGraph 1.0 released with major updates for reliable, controllable agents and unified docs, emphasizing "Agent Engineering." Meta introduced PyTorch Monarch and TorchForge for distributed programming and reinforcement learning, enabling large-scale agentic systems. Microsoft Learn MCP server now integrates with tools like Claude Code and VS Code for instant doc querying, accelerating grounded agent workflows. vLLM improved inference correctness with token ID returns and batch-invariant inference, collaborating with Ray for orchestration in PyTorch Foundation. OpenAI launched ChatGPT Atlas, a browser agent with contextual Q&A and advanced safety features, though early users note maturity challenges and caution around credential access.