arXiv Artificial IntelligenceStudying Without a Syllabus: Task-Agnostic Environment Preprocessing
arXiv:2609.10824v1 Announce Type: new Abstract: Before an LLM agent tackles tasks in a new environment, it…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceTowards a Deterministic Math Solver for Clinical Language Models
arXiv:2609.10728v1 Announce Type: new Abstract: Large language models are unreliable at arithmetic, which is…
arXiv Artificial IntelligenceFinishing the Task Is Not Enough: Evaluating Agent Resilience and Considerate Participation under Accumulating Challenge
arXiv:2609.10724v1 Announce Type: new Abstract: Sustained deployment of generative AI agents requires more…
arXiv Artificial IntelligenceAn Open Recipe for IMO Gold: Training Nemotron for Olympiad Mathematics
arXiv:2609.10712v1 Announce Type: new Abstract: We study how model post-training and test-time inference…
arXiv Artificial IntelligenceQuantifying the Memorization-to-Generalization Transition: Scaling Laws and Phase Structure in Grokking
arXiv:2609.10657v1 Announce Type: new Abstract: Neural networks trained past memorization frequently undergo…
arXiv Artificial IntelligenceUnderstanding LoRA Rank Trade-offs in Diffusion Model Fine-Tuning
arXiv:2609.10656v1 Announce Type: new Abstract: Selecting LoRA rank for diffusion fine-tuning requires…
arXiv Artificial IntelligenceA Multi-Stage Rule-Chaining Framework for Compositional and Interpretable Cognitive Reasoning
arXiv:2609.10654v1 Announce Type: new Abstract: The Abstraction and Reasoning Corpus (ARC) benchmarks…
arXiv Artificial IntelligenceAutomating Quadratic Unconstrained Binary Optimization (QUBO) Formulation Generation from Natural Language
arXiv:2609.10629v1 Announce Type: new Abstract: Quadratic Unconstrained Binary Optimization (QUBO) is a…
arXiv Artificial IntelligenceProbabilistic Focal Search: Accelerating Bounded-Suboptimal Search via Lower-Bound Advancement
arXiv:2609.10584v1 Announce Type: new Abstract: Bounded-suboptimal search seeks a solution within a factor…
arXiv Artificial IntelligenceCognitive Amplification vs Cognitive Delegation in Human-AI Systems: A Metric Framework
arXiv:2603.18677v4 Announce Type: replace-cross Abstract: Artificial intelligence is increasingly embedded in…
arXiv Artificial IntelligenceMOSAIC: A Universal Agent-Level Interface for Cross-Paradigm Agent Mixing and Human-AI Collaboration
arXiv:2603.01260v3 Announce Type: replace-cross Abstract: Existing infrastructure cannot deploy agents from…
arXiv Artificial IntelligenceEVOQUANT: Self-Evolving Verifier-Guided Strategy Optimization for Robust Quantitative Trading
arXiv:2607.12455v3 Announce Type: replace Abstract: Quantitative strategy optimization remains largely…
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