arXiv Artificial IntelligenceAutomata from Agent Traces: Failure and Next-Step Prediction
arXiv:2608.23670v1 Announce Type: new Abstract: LLM-based agents execute multi-step tasks, but their…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceGated Activation Steering for Reducing Sycophancy & Hallucination in Medical Question Answering
arXiv:2608.23666v1 Announce Type: new Abstract: Sycophancy and hallucination are persistent failure modes of…
arXiv Artificial IntelligenceMolEmb: Multimodal Large Language Models Can Be Strong Molecular Embedding Models
arXiv:2608.23646v1 Announce Type: new Abstract: Molecular embedding models can serve as foundational…
arXiv Artificial IntelligenceEthical LLM-Assisted Research: A Framework for Responsible Delegation, Verification, and Epistemic Value
arXiv:2608.23644v1 Announce Type: new Abstract: Large language models (LLMs) are becoming routine instruments…
arXiv Artificial IntelligenceFLARE: A Systematic, Uncertainty-Aware Framework for Evidence-Based Adoption of Artificial Intelligence in Healthcare
arXiv:2608.23643v1 Announce Type: new Abstract: Artificial intelligence is increasingly being introduced into…
arXiv Artificial IntelligenceHow much of a measured AI preference is the model, and how much is the instrument?
arXiv:2608.23641v1 Announce Type: new Abstract: Model welfare research infers what a model prefers from the…
arXiv Artificial IntelligenceAuditing the Synthetic Memoir: Measuring Scene-Level Confabulation in LLM-Generated Autobiography Against the Documented Record of the Life It Describes
arXiv:2608.23640v1 Announce Type: new Abstract: When a large language model (LLM) is asked to write a…
arXiv Artificial IntelligenceFunction-Level Execution Feedback for Code Preference Optimization
arXiv:2608.23632v1 Announce Type: new Abstract: Process supervision has improved mathematical reasoning…
arXiv Artificial IntelligenceTRACE: Transition-Aware Residual Control for Multi-Objective Materials Discovery
arXiv:2608.23631v1 Announce Type: new Abstract: Multi-objective materials discovery with LLM agents is often…
arXiv Artificial IntelligenceA survey detection channel overrides the pixels in an astronomical foundation model, and biases tomographic mean redshifts
arXiv:2608.23626v1 Announce Type: new Abstract: Foundation models for astronomy are trained on survey pixels…
arXiv Artificial IntelligenceLLM Agents Perform Controlled Experiments Using Simulation Models
arXiv:2608.23622v1 Announce Type: new Abstract: Large language models (LLMs) have shown strong capabilities…
arXiv Artificial IntelligenceESQ-Bench: A Multi-Tier Enterprise Oracle Benchmark for Evaluating NL2SQL Dialect Generalization and Silent Semantic Divergence
arXiv:2608.23569v1 Announce Type: new Abstract: State-of-the-art Natural Language to SQL (NL2SQL) models…
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