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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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/** * Research Framework - API clients for academic paper retrieval * * @module research */ export * from './types.js'; export * from './clients/base.js'; export * from './clients/semantic-scholar.js'; export * from './clients/crossref.js'; export * from './clients/arxiv.js'; export * from './clients/unpaywall.js'; export * from './cache/manager.js'; export * from './services/index.js';