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Monitor-Validity Failures: LLM Safety Evidence Paths at Evolving Framework Boundaries.

arXiv:2610.23362v1 Announce Type: new Abstract: Modern LLM applications rely on runtime monitors that inspect tool calls, traces, streams, detector outputs, and verifier inputs. This creates an interface-reliability problem: a framework path may remain operati

arXiv cs.AIResearch source·