Design a weighted verifier step that checks a chain recommendation against explicit criteria.
A vendor-selection chain must recommend one knowledge-base platform without hiding the trade-offs. Decision matrix verifier: criteria -> weights -> evidence-backed scores -> recommendation The common trap is asking for a recommendation first and then asking the model to justify it. That invites post-hoc rationale instead of genuine evaluation. Criteria Define five criteria before scoring: source fit, integration effort, security risk, migration cost, and support load. Criteria must come before options are ranked. Otherwise the model may choose criteria that favor the answer it already likes. Weights Assign weights: security risk 5, source fit 4, integration effort 3, migration cost 3,…
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