arXiv Artificial IntelligenceConfidently Wrong, Silently So: Auditing Undetectable Failures of a Deployed On-Device Language Model
arXiv:2608.23663v2 Announce Type: cross Abstract: Aligning deployed language models requires knowing when…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceFrom Causal Plausibility to Causal Reliability: Evaluating LLMs as Calibrated Direct Causal-Edge Classifiers
arXiv:2608.23660v1 Announce Type: cross Abstract: Large language models (LLMs) are increasingly used to…
arXiv Artificial IntelligenceElastic KV Cache for LLM Serving:A Working Reclamation Mechanism, and Why Chunked Prefill Already Closes the Gap
arXiv:2608.23658v1 Announce Type: cross Abstract: An LLM serving engine sizes its key-value (KV) cache once…
arXiv Artificial IntelligenceBeyond Executable Models: The Pufibara Agent Harness and the Modelica Agent Workflow Benchmark for Physical System Modeling
arXiv:2608.23653v1 Announce Type: cross Abstract: AI agents are increasingly used for simulation-driven…
arXiv Artificial IntelligenceFeedback That Backfires: Why Small Language Model Agents Repeat the Call They Just Watched Fail
arXiv:2608.23651v1 Announce Type: cross Abstract: Agent harnesses record a failed tool call and its error…
arXiv Artificial IntelligenceToolRobustBench: Stage-Wise Perturbation Evaluation and Failure Diagnosis for Tool-Calling Agents
arXiv:2608.23635v1 Announce Type: cross Abstract: Large language models (LLMs) rely on tool calling as a…
arXiv Artificial IntelligenceMacro-Operator Generation and Predicate Selection for TAMP Operator Learning
arXiv:2608.23629v1 Announce Type: cross Abstract: Creating symbolic operators by hand is one of the main…
arXiv Artificial IntelligenceWhen May an Agent Stop? Evidence-Carrying Termination for Tool-Using LLMs
arXiv:2608.23623v1 Announce Type: cross Abstract: Tool-using agents must decide when to stop. Existing…
arXiv Artificial IntelligenceIdentifying Latent Declarative Representations of Code for Assisting Repository Migration
arXiv:2608.23619v1 Announce Type: cross Abstract: Legacy software repositories embed decades of domain…
arXiv Artificial IntelligenceRebuild Dossier: Mechanically-Enforced Specs for Agentic App Rebuilds, and What Model-Tier Failures Reveal
arXiv:2608.23616v2 Announce Type: cross Abstract: An AI agent's rebuild is only as good as the process that…
arXiv Artificial IntelligenceREFINE: A Multi-Agent LLM Approach for Evidence-Guided Code Refactoring
arXiv:2608.23611v1 Announce Type: cross Abstract: Large Language Models (LLMs) offer new opportunities for…
arXiv Artificial IntelligenceFidelity Preference, Not Demographic Preference: A Pixel-Level Attribute-Sensitivity Audit of Image Aesthetic/Preference Scorers
arXiv:2608.23593v1 Announce Type: cross Abstract: Text-to-image systems use learned aesthetic scorers to…
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