arXiv Artificial IntelligenceSplit the Labor: Separating Evidence Interpretation from Decision Aggregation
arXiv:2608.14509v1 Announce Type: new Abstract: Systems that ask a language model to reach a conclusion from…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceTwin: Playing an Unknown Game with a Test-Time Digital Twin
arXiv:2608.14490v1 Announce Type: new Abstract: We present a Test-time World-model Inference (Twin) system…
arXiv Artificial IntelligenceShift Aware Transfer Learning with Adaptive Dual-Encoder Fusion for PM Forecasting in Data-Limited Environments
arXiv:2608.14456v1 Announce Type: new Abstract: Short-horizon forecasting of fine particulate matter (PM2.5)…
arXiv Artificial IntelligenceSheetCompass: Hierarchical Relation Graphs for Agentic Spreadsheet Reasoning
arXiv:2608.14452v1 Announce Type: new Abstract: Spreadsheets are widely used to organize, analyze, and…
arXiv Artificial IntelligenceWyvern: An Agentic Framework for Generating Grounded Multimodal Reports
arXiv:2608.14446v1 Announce Type: new Abstract: In the current artificial intelligence-driven innovation era…
arXiv Artificial IntelligencePACE-Bench: Benchmarking Physics Adaptation via Code Evolution in Dynamic Environments
arXiv:2608.14441v1 Announce Type: new Abstract: Self-evolving agents improve future behavior from interaction…
arXiv Artificial IntelligenceKnowing When to Stop: Bayesian Optimal Stopping for LLM Evaluations
arXiv:2608.14425v1 Announce Type: new Abstract: LLM evaluations often use fixed sampling budgets, testing…
arXiv Artificial IntelligenceThe Past and Future of AI Scientists
arXiv:2608.14407v1 Announce Type: new Abstract: We present a survey of the past and future of AI Scientists…
arXiv Artificial IntelligenceLLMs Don't Pay for the Jump
arXiv:2608.14397v1 Announce Type: new Abstract: Zahavy [2026] argues that Large Language Models, despite…
arXiv Artificial IntelligenceTripwire: Triggering Aligned Refusal via Statistically Certified Safety Neurons
arXiv:2608.14392v1 Announce Type: new Abstract: Neuron- and path-level interventions offer the finest-grained…
arXiv Artificial IntelligenceAgentRewind: Recoverable Execution for Long-Horizon LLM Agents
arXiv:2608.14380v1 Announce Type: new Abstract: Many real-world tasks require LLM agents to interact with…
arXiv Artificial IntelligenceWrong but Useful: Trajectory Value Beyond Answer Correctness in Multi-Agent Messages
arXiv:2608.14375v1 Announce Type: new Abstract: Multi-agent reasoning systems often use agreement…
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