arXiv Artificial IntelligenceDirected Neuro-Symbolic Stochastic Execution for Verification of Distributed Parallel AI Programs
arXiv:2608.07947v1 Announce Type: new Abstract: Distributed parallel Artificial Intelligence (AI) programs…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceLocating Failure in Multi-Page Visually Rich Document Understanding: An Empirical Attribution
arXiv:2608.07943v1 Announce Type: new Abstract: Multi-page visually-rich document understanding (MP-VRDU)…
arXiv Artificial IntelligenceREIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment
arXiv:2608.07931v1 Announce Type: new Abstract: Large reasoning models (LRMs) are prone to hallucination…
arXiv Artificial IntelligenceWhen Is Benchmark Contamination Detectable? Information Limits and Power-Calibrated Audits
arXiv:2608.07914v1 Announce Type: new Abstract: Behavioral contamination detectors can return "no evidence"…
arXiv Artificial IntelligenceGraphThink: Graph-Enhanced LLM Thinking for Long-Horizon Embodied Task Planning
arXiv:2608.07905v1 Announce Type: new Abstract: Embodied agents using LLM-based planners often struggle with…
arXiv Artificial IntelligenceTelemetrySuffBench: Is Agent Telemetry Sufficient for Failure-Origin Diagnosis?
arXiv:2608.07899v1 Announce Type: new Abstract: Agent systems increasingly expose execution traces, yet…
arXiv Artificial IntelligenceReason Wide, Not Deep: Amortizing the Reasoning Premium into Distilled Skills
arXiv:2608.07885v1 Announce Type: new Abstract: Reasoning modes of language models outperform their…
arXiv Artificial IntelligenceGRACE: LLM-Grounded Semantic Metric Spaces for Scalable Mixed-Data Clustering
arXiv:2608.07881v1 Announce Type: new Abstract: Clustering mixed tabular data requires a unified metric space…
arXiv Artificial IntelligenceSurgLAT: Surgical Latent Attention Tracking for Depth-Aware Robotic Laparoscope Control
arXiv:2608.07876v1 Announce Type: new Abstract: Autonomous laparoscopic camera control requires continuous…
arXiv Artificial IntelligenceBack to the Future: A workbook time machine for spread sheet creation benchmarks
arXiv:2608.07873v1 Announce Type: new Abstract: We introduce the workbook time machine, a pipeline that…
arXiv Artificial IntelligenceCounterfactual Benchmarking and Training for Factuality Consistency and Order-Robust Grounded Reasoning in LLMs over Heterogeneous Knowledge
arXiv:2608.07838v1 Announce Type: new Abstract: Large language models (LLMs) have increasingly supported…
arXiv Artificial IntelligenceWhen the Judge Should Not Decide: Evidence-Locked, Non-Compensatory Selection Bounds LLM-Judge Failure in Reasoning Pipelines
arXiv:2608.07813v1 Announce Type: new Abstract: An LLM judge deployed inside a reasoning pipeline does not…
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