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AI training & transparency

The training zone — where you see what the AI is doing on your behalf, and teach it. Approve the rules it proposes, see what it did, and review the patterns it has learned from you.
Autonomy…
Checking whether autonomous review runs are on.

AI actions — what the triage decided

The nightly AI triage (03:10 UK) tidies your board: it clears cards the world already moved past, hands stale takeovers back to the AI, and flags the genuinely-human calls. Every decision is logged here — including ones that only logged (nothing changed) so you can judge the calls before enacting is turned up.
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What the AI did — typed actions

The typed AI-action log (one store, also shown per-contact on the record timeline). Read-only.
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Learned patterns — what you’ve taught the AI

Built from your workboard + banner actions by the nightly resolution-analyzer (runs 03:30 UK). Each row = a pattern AI now factors when emitting opinions.
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How this builds: When you close a card on workboard or in-thread, the signal flows through operator_review_queue.signal_value. The nightly analyzer reads new resolutions, links operator outbound messages, extracts URLs, and aggregates per (kind, contact_type, signal_kind) combo into learning_patterns. AI opinion stack consults this to factor your actual behaviour into next-emission confidence.