arXiv Artificial IntelligenceRethinking the Evaluation of Harness Evolution for Agents
arXiv:2607.12227v2 Announce Type: replace Abstract: We revisit the evaluation of automatic harness evolution…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceLearning the ARTS of Search for Automated Discovery
arXiv:2606.21891v2 Announce Type: replace Abstract: Scientific discovery can be formulated as an iterative…
arXiv Artificial IntelligenceProvenanceGuard: Source-Aware Factuality Verification for MCP-Based LLM Agents
arXiv:2606.18037v3 Announce Type: replace Abstract: Tool-using LLM agents increasingly use the Model Context…
arXiv Artificial IntelligenceTouchThinker: Scaling Tactile Commonsense Reasoning to the Open World with Large-scale Data and Action-aware Representation
arXiv:2606.11637v4 Announce Type: replace Abstract: Touch is a key modality for embodied agents to understand…
arXiv Artificial IntelligenceNomad: Autonomous Exploration and Discovery
arXiv:2603.29353v3 Announce Type: replace Abstract: We introduce Nomad, a system for autonomous data…
arXiv Artificial IntelligenceLearning to Predict, Discover, and Reason in High-Dimensional Event Sequences
arXiv:2603.16313v3 Announce Type: replace Abstract: Electronic control units (ECUs) embedded within modern…
arXiv Artificial IntelligenceDIANOIA: Diagnostic Decomposition and Joint Optimization for Multi-Agent Reasoning
arXiv:2602.08586v4 Announce Type: replace Abstract: Multi-agent LLM systems consistently outperform…
arXiv Artificial IntelligenceBeyond Linearization: Attributed Table Graphs for Table Reasoning
arXiv:2601.08444v2 Announce Type: replace Abstract: Table reasoning, a task to answer questions by reasoning…
arXiv Artificial IntelligenceDeepPlanner: Scaling Planning Capability for Deep Research Agents via Advantage Shaping
arXiv:2510.12979v2 Announce Type: replace Abstract: Large language models (LLMs) augmented with multi-step…
arXiv Artificial IntelligenceInteraction Protocol Shapes Moral Judgment in Multi-Agent Debate
arXiv:2510.10002v4 Announce Type: replace Abstract: As agentic AI systems are deployed in advisory and…
arXiv Artificial IntelligenceDo Language Models Follow Occam's Razor? An Evaluation of Parsimony in Inductive and Abductive Reasoning
arXiv:2509.03345v3 Announce Type: replace Abstract: Non-deductive reasoning, encompassing inductive and…
arXiv Artificial IntelligencePushing the Envelope of LLM Inference with Ultra-Low-Bit Quantized Models
arXiv:2508.06753v3 Announce Type: replace Abstract: The advent of ultra-low-bit LLM models, approaching the…
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