Simulation
6 Audit / 8
Boundaries

Audit Trail

Decision history and governance logging

0
Total Decisions
0%
Agreement Rate
0
Overrides
0
Learning Updates
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Choice Health
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Mode Distribution --
AI 33% Hybrid 34% Human 33%
Boundary Crossings
Boundaries Intact

Markov blanket boundaries ensure subsystem isolation. EFE scores are logged to audit but never exposed to the Human subsystem.

Time Crossing DTO Type Protected
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Event Summary
0
Allocations
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Overrides
0
Outcomes
0
Assessments
Understanding Audit Events

Event Badges:

  • ALLOCATION - Standard allocation decision
  • OVERRIDE - Human corrected the recommendation
  • SURPRISE - High prediction error triggered escalation

Learning Impact:

  • Overrides feed back into parameter learning
  • Surprise events increase documentation tier
  • Both help the system improve over time
Simulation Runs
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Events 0 events

No audit events yet