Verbalized and Internal Probabilities Are Coupled in Large Language Models
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Benchmarking System One decision models against trained classifiers and language models for automated decision gates
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Personalized Image Generation with Reasoning and Reflection
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Effective Synthetic Data Curation Requires Group-Level Signals
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Learning Multiple Timescales for Goal-Conditioned Reinforcement Learning
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An Educator-Guided LLM Pedagogical Agent for Scaffolded Feedback in Conceptual Database Design
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ActiveSaddler: Automated Curriculum Learning for Agent Harness Optimization
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OR for AI That Does OR: Routing LLMs up the Escalator inside the OSCAR Framework
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Cybernetic and Epistemic: A Missing Vocabulary for Trustworthy Agentic Delegation
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Bellman-Certified Rounding for Sparse Policy Deployment in MDPs
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Beyond Diagonal State Space Models: Exact Non-Abelian Group Tracking, Solvability Barriers, and Geometric Physical Manifolds
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Deep Learning for Anomaly Detection in Railway Systems: A Structured Survey
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