arXiv Artificial IntelligenceScaling Scientific Discovery Environments for Turn-Level Agentic RL
arXiv:2607.28990v1 Announce Type: new Abstract: Large language model agents have shown promising capabilities…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceIdentifying Informative Environments for Cognition Parameter Inference via Bayesian Experimental Design
arXiv:2607.28894v2 Announce Type: new Abstract: Computational cognitive modeling seeks to infer latent…
arXiv Artificial IntelligenceBest Friends, Not Forever: Evaluating Long-Horizon Persona Collapse and Behavioral Drift in AI Companions
arXiv:2607.28818v1 Announce Type: new Abstract: As AI companions increasingly mediate repeated social…
arXiv Artificial IntelligenceModel or Harness? An Interaction-Centric Taxonomy for Localizing Agent Failures
arXiv:2607.28802v1 Announce Type: new Abstract: Existing evaluations often reduce agent failures to…
arXiv Artificial IntelligenceEarlyDx: An Admission-Anchored Benchmark for Open-Ended Generation of Evidence-Supported ED-Encounter Diagnoses
arXiv:2607.28788v1 Announce Type: new Abstract: Clinical diagnosis at hospital admission must be made rapidly…
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…
arXiv 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…
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