KArtSell.Aegis/docs/templates/IMPROVEMENT_PROPOSAL.md

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