Assurance Methodology

Not All AI Is the Same System: Why Your Assurance Approach Has to Fork

A rules engine, a credit scoring model, and a language model share a label and almost nothing else. This piece argues the deterministic/probabilistic split, not impact or autonomy, is what should decide your testing methodology.