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aiwg

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Cognitive architecture for AI-augmented software development with structured memory, ensemble validation, and closed-loop correction. FAIR-aligned artifacts, 84% cost reduction via human-in-the-loop, standards adopted by 100+ organizations.

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# Risk Acceptance Record ## Context - Risk ID: `id` - Description: `summary` - Impact: `scope of failure` - Likelihood: `low/medium/high` ## Proposed Acceptance - Reason: `cost/time/feasibility` - Compensating controls: `list` - Time limit: `date` or `condition` - Owner: `name` ## Approval - Decision: accepted/rejected - Approver: `name/role` - Date: `YYYY-MM-DD` - Follow-up tasks: `list with owners`