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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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{ "title": "Research", "summary": "Papers and specifications", "collapsed": true, "order": [ "REF-001-production-grade-agentic-workflows", "REF-002-llm-failure-modes-agentic", "REF-003-mcp-specification-2025" ], "exclude": ["README"] }