FIELD NOTES TOPIC

machine learning safety

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  1. Beyond Aggregate Risk: Role-Stratified Conformal Risk Control for LLM Tool Calls

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    Researchers introduce a new method called role-stratified per-field conformal risk control for language model agents that perform actions through structured tool calls. This method aims to ensure safety by setting…