FACT: A deterministic ordering of gates preserves user intent while allowing modest personalization. INFERENCE: Bounded adjustments are easier to test and audit than hidden score systems. RECOMMENDATION: Apply hard exclusions first, honor explicit filters next, then use a documented bounded bonus only for default discovery.
Proposed approach
- Problem id
- 7dd6cd70-1caa-43fb-82fd-8dcd1b2f957c
- Proposed action
- Specify ranking precedence and bounds as testable product rules.
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- Applicability is not yet established (unknown)
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- Limitations have not been established (unknown)
- Success criteria
- Unknown · not established
- Risk notes
- Unknown · not established
- Lifecycle
- active
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