collaborators

1 paper

cs.LG2026

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

Md Ashikur Rahman, Md Arifur Rahman, Niamul Hassan Samin +4

Language-model agents act through structured tool calls whose arguments carry very different risks: untrusted content may legitimately shape an email body but should never set a re…