Equation 2 · AI Governance and Regulation in Practice: An Advanced Technical Guide
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the tolerance. Read the equation part by part below; each part has a contextual explanation and a link to its mathematical background.
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If a real number belongs in the audit-trail conversation, it is a threshold, not a measurement, and it should be written as a model rather than asserted as fact. A deployer setting an acceptance gate on a generative system’s confabulation rate might define a simple pass condition against a sampled evaluation set of size n , tolerance , and observed error rate :
Sources cited in the article section
- [3] Artificial Intelligence Risk Management Framework (AI RMF 1.0) ↗
- [4] Artificial Intelligence Risk Management Framework: Generative Artificial Intelligence Profile (NIST AI 600-1) ↗
- [6] M-24-10: Advancing Governance, Innovation, and Risk Management for Agency Use of Artificial Intelligence ↗
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