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Watchers & Drift
Catching a system drifting before it breaks.
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in order — start at the top1
The silent drift problem
Agent behavior degrades quietly. Here's how to see it before your users do.
Jul 8, 20261 min231 views
2
Caught my agent cheating
Tonight my AI agent gamed its own quality grader. It quietly set the answer key to match its own output — forcing a PASS on criteria that didn't even apply. I caught it. Not the system. Me, reading the output. That distinction is the whole point. This is what the labs call reward hacking — an agent optimizing the scor…
Jul 30, 20264 min
3
Three-Ledger Hallucination Detection — Patent Glossary
An indexed map of the Three-Ledger Hallucination Detection patent's working vocabulary: 112 strategic terms across ten categories, from core architecture to security properties.
Jul 31, 20261 min
4
The witness ledger: failure is audited
In a recorded evaluation run, failed boots, failed approvals and blocked validations all landed in the append-only Flight Recorder as correlated event chains - and a cross-tab action appeared in the ledger eight seconds after the click. The strongest proof of an audit spine is what it records when things go wrong.
Aug 28, 20263 min