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BitConcepts / oea-framework-paper

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OEA: Structured Recursive Calibration for Generative Stability — empirical study of directional calibration and epistemic filtering in recursive LLM generation (4 models, 3 architectures, 82M-1.5B)

nlp machine-learning reproducible-research text-generation ontology calibration arxiv language-models research-paper ai-safety epistemology oea retrieval-augmented-generation agentic-ai model-collapse trust-aware-orchestration recursive-calibration epistemic-filtering
  • Updated May 14, 2026
  • Python

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