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Chris Duffey
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Researcher and author of a 2026 paper proposing an executable control-plane architecture for AI alignment under uncertainty.
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Chris Duffey
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MAP-AI, a new control-plane system architecture for aligned decision-making under uncertainty, enforces alignment through Monte Carlo estimation of outcome distributions and admissibility-controlled policy selection rather than static model-level con...
more AI Verified source (Jan 5, 2026)
added 2h ago