arXiv Artificial IntelligenceThink Fast: Estimating No-CoT Task-Completion Time Horizons of Frontier AI Models
arXiv:2606.07157v4 Announce Type: replace Abstract: Many efforts to ensure frontier AI models are safe rely…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceDesigning for Doubt: The Case for Informed Abstention in Autonomous Agents
arXiv:2606.02965v2 Announce Type: replace Abstract: As large language models gain tool access and are…
arXiv Artificial IntelligenceLanguage model agents show in-group trust bias invisible to standard behavioural audits
arXiv:2605.28114v2 Announce Type: replace Abstract: Language-model agents are moving from single-user…
arXiv Artificial IntelligenceNOVA: Fundamental Limits of Knowledge Discovery Through AI
arXiv:2605.15219v3 Announce Type: replace Abstract: Can AI systems discover new knowledge through iterative…
arXiv Artificial IntelligenceEvaluating Risks in Weak-to-Strong Alignment: A Bias-Variance Perspective
arXiv:2604.25077v3 Announce Type: replace Abstract: Weak-to-strong alignment offers a promising route to…
arXiv Artificial IntelligenceAn empirical evaluation of the risks of AI model updates using clinical data: stability, arbitrariness, and fairness
arXiv:2604.23954v2 Announce Type: replace Abstract: Artificial Intelligence (AI) and Machine Learning (ML)…
arXiv Artificial IntelligenceLogitScope: A Framework for Analyzing LLM Uncertainty Through Information Metrics
arXiv:2603.24929v2 Announce Type: replace Abstract: Understanding and quantifying uncertainty in large…
arXiv Artificial IntelligenceAssessing the Effect of Cross-Domain Mapping on Creativity in Humans and Large Language Models
arXiv:2603.19087v2 Announce Type: replace Abstract: Creativity is the ability to come up with novel ideas, a…
arXiv Artificial IntelligenceModeling Matches as Language: A Generative Transformer Approach for Counterfactual Player Valuation in Football
arXiv:2603.15212v2 Announce Type: replace Abstract: Evaluating football player transfers is challenging…
arXiv Artificial IntelligenceA Unified Framework for Human AI Collaboration in Security Operations Centers with Trusted Autonomy
arXiv:2505.23397v3 Announce Type: replace Abstract: This article presents a structured framework for Human-AI…
arXiv Artificial IntelligenceTurnSight: Turn-Level Hindsight Self-Distillation for Tool-Integrated Reasoning
arXiv:2608.04007v1 Announce Type: cross Abstract: Tool-Integrated Reasoning (TIR) enables LLMs to solve…
arXiv Artificial IntelligenceCan Large Language Models Recover Semantic Optimization Opportunities That Compilers Miss?
arXiv:2608.03983v1 Announce Type: cross Abstract: Optimizing compilers miss profitable transformations when…
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