⚖️ Back
🧠 Legal Learning
– events
– proposals
– retros
🎯 Card ranking (ε-greedy bandit, ε=0.15)
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How this works

Every time the overview feed or inbox drawer shows a legal card, we emit a shown event. When you click it, clicked. When you dismiss it, dismissed. The ranker scores each card kind by click-through, subtracts a penalty for dismisses, and blends with a 15% uniform prior so we never stop exploring. The weight dictates ordering in _collect_legal().

📜 Last 100 legal feedback-bus events
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✨ Pending learning proposals

The draft critic and outcome tracker propose improvements but never apply them. You approve or reject each one here — rejections are remembered so the same suggestion doesn't come back.

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📝 Weekly retrospectives
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🧠 This surface is read-only unless you explicitly approve a proposal. Every autonomous decision is logged to the historian and the feedback-bus for audit.