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…
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arXiv Artificial IntelligencearXiv 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…
arXiv Artificial IntelligenceCausalNav: Reliability-Certified Causal World Models for Control under Physical-Parameter Shift
arXiv:2608.07809v1 Announce Type: new Abstract: A world model is only useful for physical AI if it changes…
arXiv Artificial IntelligenceCliniCARE-Bench: Clinical Calibrated Audit of Medical Reasoning in EHR
arXiv:2608.07796v1 Announce Type: new Abstract: Large language models perform strongly on medical knowledge…
arXiv Artificial IntelligenceWho Built This Model? Tracing LLM Lineage via Spectral Fingerprints in Weight Space
arXiv:2608.07786v1 Announce Type: new Abstract: Open-weight large language models (LLMs) are increasingly…
arXiv Artificial IntelligenceThe Capability Ladder: A Curriculum-Modernization Framework for Workforce Readiness in the AI Era
arXiv:2608.07779v1 Announce Type: new Abstract: Artificial intelligence is changing the task composition of…
arXiv Artificial IntelligenceAndroidReality: How Far Are Mobile Agents from the Real World?
arXiv:2608.07775v1 Announce Type: new Abstract: Mobile agents have achieved promising results on clean online…
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