Public-safe validation
CAUM Live observed real validation agents.
Five instrumented agents sent structural telemetry to production CAUM Live. One controlled retry-loop agent produced a live structural hard alert. CAUM remained observe-only and did not require private content.
5validation agents
1live hard alert
1T5 structural case
0private canary leaks
Agent
Events
Final Tier
Alert
Observed Event Types
website_smoke_agent
5
T4 review
false
observation, structural_pressure_observed
repo_test_agent
3
T4 review
false
observation, structural_pressure_observed
json_ingestion_agent
4
T4 review
false
observation, structural_pressure_observed
controlled_retry_loop_agent
12
T5 critical
true
structural_loop_entered, structural_loop_continues
privacy_boundary_agent
4
T4 review
false
observation, structural_pressure_observed
Claim Audit
This sample supports a narrow claim: CAUM Live can ingest structural events from validation agents, surface a controlled retry loop as a structural hard alert, and preserve the zero-semantic observe-only boundary.
- It does not say the agents were semantically wrong.
- It does not say CAUM detected hallucinations.
- It does not say CAUM blocked or controlled agents.
- It does not publish a market-wide waste rate.
- It does not convert T4 review buckets into confirmed waste.