arXiv Artificial IntelligenceProof-Carrying Cognition: Closing the Verification Gap with Reality-Settled Reward
arXiv:2609.09776v1 Announce Type: new Abstract: Frontier gains in language-model reasoning come from…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceProcedural Memory Under Change: Reuse and Interference in Controlled Web Tasks
arXiv:2609.09774v1 Announce Type: new Abstract: Procedural memory lets language agents reuse successful…
arXiv Artificial IntelligenceLexAgentHallu: A Hierarchical Benchmark for Profiling Hallucinations in Legal Agents
arXiv:2609.09754v1 Announce Type: new Abstract: As large language models are increasingly deployed as…
arXiv Artificial IntelligenceCan Artificial Intelligence Support Healthcare and Mental Health Through Early Cyberbullying Detection ? The Impact of Emotion-Aware AI on Proactive Online Safety
arXiv:2609.09735v1 Announce Type: new Abstract: Healthcare systems, mental health, and public well-being are…
arXiv Artificial IntelligenceWhich Tokens Should SFT Actually Learn? A Token-Trimming Perspective on Mathematical Reasoning
arXiv:2609.09707v1 Announce Type: new Abstract: Supervised fine-tuning (SFT) applies a uniform cross-entropy…
arXiv Artificial IntelligenceDecision Shifts, Lost Label Functionality, and an Inconclusive Grounding Audit in Correctness-Gated Multi-Teacher Distillation
arXiv:2609.09702v1 Announce Type: new Abstract: Candidate decision correctness and rationale grounding are…
arXiv Artificial IntelligenceSafe to Stop? Risk-Constrained Stopping for Sequential Clinical Diagnosis Agents
arXiv:2609.09678v1 Announce Type: new Abstract: Clinical diagnosis agents must decide not only what test to…
arXiv Artificial IntelligencePRAGMA: Evaluating Personalized Guidance with Memory Alignment in Lifelong Conversations
arXiv:2609.09664v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly deployed as…
arXiv Artificial IntelligenceRESCUE-BENCH: Towards Relation-Aware Multi-Party Emotional Support Conversation Systems
arXiv:2609.09657v1 Announce Type: new Abstract: Existing emotional support conversation systems mainly focus…
arXiv Artificial IntelligenceBlack-Box Red Teaming of Agentic AI: A Taxonomy-Driven Framework for Automated Risk Discovery
arXiv:2609.09647v1 Announce Type: new Abstract: Agentic systems are rapidly moving to production, where they…
arXiv Artificial IntelligenceRobustSGPO: Search-Space Control for Agent Harness Evolution
arXiv:2609.09646v1 Announce Type: new Abstract: Semantic-gradient-based prompt optimization (SGPO) improves…
arXiv Artificial IntelligenceSeven Sources of Physical AI Capability Formation
arXiv:2609.09627v1 Announce Type: new Abstract: Capabilities relevant to Physical AI can arise from…
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