System Health
Reality Audits
This is the operator view of reality pressure: what the system believed, what reality contradicted, and what should be repaired next.
Active Audits
Current hypotheses under pressure.
1
Audit Runs
Observed samples pushed through reality checks.
1
Contradictions Found
Places where claimed behavior and observed behavior diverged.
1
Recommended Fixes
Operator-facing next actions from the audit layer.
2
Follow-up Reality Audit
A reality audit is a hypothesis, a sample, and an honest read on what broke.
Hypothesis
The follow-up recommendation layer is helpful without silently promoting autonomy.
Domain: sales_outbound • Owner: Agent Supervisor
Sample of 12
completed • 1 contradictions
Findings
- • Recommendations remained helpful when transcripts were present.
- • Confidence drops appropriately when personalization context is sparse.
Recommended Actions
- • Add stronger evidence citation on follow-up drafts.
- • Increase pressure when reply classification confidence is low.