Semantic Grounding Index: Geometric Bounds on Context Engagement in RAG Systems
Paper • 2512.13771 • Published
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NLP, Hallucination detection, AI verification
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Loss Given Default Prediction Under Measurement-Induced Mixture Distributions: An Information-Theoretic Approach
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Capability Ceilings in Autoregressive Language Models: Empirical Evidence from Knowledge-Intensive Tasks
Paper • 2510.21866 • Published
A non-ergodic framework for understanding emergent capabilities in Large Language Models
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