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frostyshat

Imagine spending billions of dollars hoping to discover something that already exists for free: a CC0 framework for AI interaction-layer conduct: planner loops, grounding, validation, proportion control, and closure-aware behavior for human-grade AI exchanges. AI that can recognize a human situation rather than defaulting to a category response.

  • Updated Oct 7, 2026

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