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LangChain’s October 29 update adds browser tasks, human login handoff and background helpers, with shared-state tradeoffs and beta access requirements.

OpenAI’s revised Model Spec separates remembered context, permission to act and verified deletion. What the rules mean—and which ChatGPT controls to check.

Claude’s analytics beta offers fuller spending breakdowns. Compare reporting delays, account access and billing gaps before replacing existing reports.