AITowards Data Scienceabout 2 hours ago
Bayesian Guardrails for AI Decisions
1 min read
AI systems should defer automated decisions when uncertainty is high and mistakes are costly. Bayesian methods map uncertainty via probability distributions, not single estimates. The NIST AI Risk Management Framework recommends capturing and measuring risks. The Bayesian optimal action maximizes expected utility under the posterior predictive distribution.
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