arXiv Artificial IntelligenceSciToolAgent-Evo: An Ontology-Aware Self-Evolving Agent for Open-World Scientific Tool Acquisition
arXiv:2607.28692v1 Announce Type: new Abstract: Large language model (LLM) agents have been increasingly…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceSafety, or Just Capability? A Validity Audit of Agent-Safety Benchmarks
arXiv:2607.28685v1 Announce Type: new Abstract: Agent-safety benchmarks measure different behaviors, and…
arXiv Artificial IntelligenceLibrary Reachability in LSR-Synth: How Anti-Memorization Design Changes the Measurement of Symbolic Discovery
arXiv:2607.28684v1 Announce Type: new Abstract: Existing benchmarks for scientific equation discovery are…
arXiv Artificial IntelligenceMulti-Agent Planning with Spatio-Temporal and Topological Constraints using STL-GO
arXiv:2607.28679v1 Announce Type: new Abstract: Multi-agent planning problems arise in a variety of…
arXiv Artificial IntelligenceViSAGE: Constructing Self-Correcting Memories for Long-Form Video Understanding
arXiv:2607.28678v1 Announce Type: new Abstract: Multimodal agents operating in long-horizon environments must…
arXiv Artificial IntelligenceReasoning in Real World Clinical Care: Why Large Language Models Are Not Yet Safe for Autonomous Clinical Decision Support
arXiv:2607.28677v1 Announce Type: new Abstract: LLM now pass medical licensing examinations and, in curated…
arXiv Artificial IntelligenceHow Hard Does It Think? Analyzing Step-Aware Reasoning Energy in LLM Chain-of-Thought Trajectories
arXiv:2607.28674v1 Announce Type: new Abstract: Understanding how computational effort is allocated across…
arXiv Artificial IntelligenceAn Ontology-Guided, Deduplication-Aware Extraction Layer for Knowledge Graph Construction from Heterogeneous Documents
arXiv:2607.28662v1 Announce Type: new Abstract: Large language models extract entities and relationships from…
arXiv Artificial IntelligenceEmpowering Cross-Domain Sequential Recommendation with Hybrid Tokenization and Serial-Parallel Decoding
arXiv:2607.28659v1 Announce Type: new Abstract: Cross-domain sequential recommendation (CDSR) aims to model…
arXiv Artificial IntelligenceTAPR: Enhancing LLM Performance with a Task-Aware Prompt Rewriter
arXiv:2607.28657v1 Announce Type: new Abstract: Large Language Models (LLMs) often require carefully crafted…
arXiv Artificial IntelligenceThinkReset: Learnable Intermediate Interface Construction for Bounded-Context Long-Horizon Reasoning
arXiv:2607.28642v1 Announce Type: new Abstract: Long chain-of-thought reasoning improves performance on…
arXiv Artificial IntelligenceLLM Framework for Discovering Major Mathematical Conjectures: AI's Quest for the Next Riemann Hypothesis
arXiv:2607.28632v1 Announce Type: new Abstract: Major mathematical conjectures still depend heavily on expert…
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