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Tag · #structured-outputs
Odyssey: A Categorical Framework for Verifiable Foundation Models
Odyssey uses categorical sheaf theory to compose modular 'foundries'—verifiable, truth-preserving architectural components—that allow for structured, queryable, and auditable LLM-based systems.
arXiv cs.AI
Cross-Document AI for Predictive Financial Compliance
Moving from document-level validation to cross-document graph correlation and probabilistic risk modeling reduces false positives by 76% and enables proactive fraud detection.
AI EngineerBuilding Production-Ready Agentic Apps with CUGA
CUGA (Configurable Generalist Agent) is an open-source harness that abstracts agent plumbing—planning, state management, and tool execution—allowing developers to build production-ready agents by defining only tools and prompts.
Hugging Face Blog
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