Semantic Grounding Index: Geometric Bounds on Context Engagement in RAG Systems Paper • 2512.13771 • Published Dec 15, 2025
How Transformers Reject Wrong Answers: Rotational Dynamics of Factual Constraint Processing Paper • 2603.13259 • Published Feb 25
Loss Given Default Prediction Under Measurement-Induced Mixture Distributions: An Information-Theoretic Approach Paper • 2511.11596 • Published Oct 29, 2025
Capability Ceilings in Autoregressive Language Models: Empirical Evidence from Knowledge-Intensive Tasks Paper • 2510.21866 • Published Oct 23, 2025
A non-ergodic framework for understanding emergent capabilities in Large Language Models Paper • 2501.01638 • Published Feb 28, 2025
Optimizing AI Reasoning: A Hamiltonian Dynamics Approach to Multi-Hop Question Answering Paper • 2410.04415 • Published Oct 6, 2024
Hamiltonian Neural Networks for Robust Out-of-Time Credit Scoring Paper • 2410.10182 • Published Oct 14, 2024