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Content Guardian AI

Phase 4C · Monitoring
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Model Identity
Model version
Deployment accuracy
Recall (harmful)
Deployment date
Inference device
Uptime this session
Live Feedback Metrics
Total feedback collected
predictions reviewed by humans
Correction rate
times model was wrong
False positives
model said harmful → clean
False negatives
model said clean → harmful
Requests this session
resets on server restart
Avg response time
end-to-end ms
Accuracy: Deployment vs Live (Playground)
Deployment accuracy is the benchmark score (honest, frozen, measured at training time). Live accuracy is estimated from playground corrections — directional only until ≥100 corrections collected.
Deployment
Live (estimated)
Where the model is wrong (by category)
No corrections yet — start testing in the playground.
Correction type split
Live Feed — All Submissions (last 20)
Live Auto-refreshes every 10s · Only submissions where users gave feedback are shown
Waiting for submissions…
Recent Corrections Only (last 10)
Time Text preview Error type Category Risk score Comment
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Auto-refreshing every 30s · Refresh now