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KArtSell.Aegis/docs/templates/IMPROVEMENT_PROPOSAL.md
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# Model Improvement Proposal
- Proposal ID / Expiry:
- Base Model Version:
- Proposal Type:
- Problem statement:
- Evidence IDs and hashes:
- Counter-evidence:
- Root-cause hypothesis:
- Expected benefit:
- Customer/operational/regulatory risks:
- Data and license impact:
- Algorithm/policy/metric contract impact:
- Required Golden/OOS/PBO/DSR/cost tests:
- Rollback plan:
- Owner / Secondary:
- Status: DRAFT / REVIEW_REQUIRED / APPROVED_FOR_RESEARCH / REJECTED / EXPIRED
- Explicit boundary: no automatic code/config/model activation