arXiv Artificial IntelligenceHALT: Verification-Aware Stopping for Retrieval-Augmented Search Agents
arXiv:2608.02009v2 Announce Type: replace Abstract: Retrieval-augmented search agents answer multi-hop…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceMemSIF: From Structured Interactions to Dual-Track Fact Memory for LLM Agents
arXiv:2608.01742v2 Announce Type: replace Abstract: Long-term memory is critical for LLM agents operating…
arXiv Artificial IntelligenceRisk Is Not the Target: A Monotonic Framework for Evaluating Wildfire Operational Risk Signals
arXiv:2607.21597v2 Announce Type: replace Abstract: Evaluating wildfire risk systems using standard…
arXiv Artificial IntelligenceBeyond Semantic Equivalence: Logical Graphs for LLM Uncertainty Quantification
arXiv:2607.16868v2 Announce Type: replace Abstract: Large Language Models often produce confidently stated…
arXiv Artificial IntelligenceTheory-Level Autoformalization: From Isolated Statements to Unified Formal Knowledge Bases
arXiv:2607.13292v2 Announce Type: replace Abstract: Autoformalization translates informal natural language…
arXiv Artificial IntelligenceNecessary, Decodable and Reversible, Yet Not Transferable: A Stress Test for Attention-Head Role Claims
arXiv:2606.08292v2 Announce Type: replace Abstract: Mechanistic studies often assign a component a role when…
arXiv Artificial IntelligenceTrivium: Temporal Regret as a First-Class Objective for Causal-Memory Controllers
arXiv:2606.04421v3 Announce Type: replace Abstract: Many agentic systems and LLM pipelines correct mistakes…
arXiv Artificial IntelligenceTree of Thoughts as a Classical Heuristic Search Problem: Formal Foundations and Design Patterns
arXiv:2605.28566v2 Announce Type: replace Abstract: Large Language Models (LLMs) have demonstrated remarkable…
arXiv Artificial IntelligenceOnline Goal Recognition using Path Signature and Dynamic Time Warping
arXiv:2605.07736v2 Announce Type: replace Abstract: Online goal recognition in continuous domains poses two…
arXiv Artificial IntelligenceContextual Agentic Memory is a Memo, Not True Memory
arXiv:2604.27707v2 Announce Type: replace Abstract: Current agentic memory systems (vector stores…
arXiv Artificial IntelligenceAssessing and Explaining the Persuadability of Large Language Models as Legal Decision Tools
arXiv:2604.26233v3 Announce Type: replace Abstract: As Large Language Models (LLMs) are proposed as legal…
arXiv Artificial IntelligenceText2GraphQuery-Bench: A Text to Graph Query Benchmark
arXiv:2602.11745v2 Announce Type: replace Abstract: Graph models are fundamental to data analysis in domains…
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