arXiv Artificial IntelligencePopulation-Scalable Multi-Agent World Modeling
arXiv:2608.08600v3 Announce Type: replace-cross Abstract: World models have recently achieved impressive…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceHidden Language Consistency Phenomena in Reasoning LLMs
arXiv:2608.08447v2 Announce Type: replace-cross Abstract: Multilingual reasoning models are commonly…
arXiv Artificial IntelligenceThe Greatness of Science Cannot Be Planned: Agentic Auto-Research is Fuzz Testing
arXiv:2608.09855v2 Announce Type: replace Abstract: Agentic auto-research is emerging, but most systems treat…
arXiv Artificial IntelligenceTime Present and Time Past: Benchmarking Large Language Models on Temporally Evolving Document Understanding
arXiv:2608.08512v2 Announce Type: replace Abstract: Evolving documents, such as laws, tax codes, and software…
arXiv Artificial IntelligenceNL2SHACL-Bench: A Benchmark Suite for Natural Language to SHACL Translation
arXiv:2608.07530v2 Announce Type: replace Abstract: SHACL is a core technology for validating the conformance…
arXiv Artificial IntelligenceAnswer First, Reason Later: When Commitment Order Costs Accuracy in Diffusion Language Models
arXiv:2608.05687v2 Announce Type: replace-cross Abstract: Masked diffusion language models revise many masked…
arXiv Artificial IntelligenceCogniFold: Always-On Proactive Memory via Cognitive Folding
arXiv:2605.13438v5 Announce Type: replace Abstract: Existing agent memory remains predominantly reactive and…
arXiv Artificial IntelligenceSVI-DAG: A Structured Variational Inference Approach to Bayesian Causal Discovery
arXiv:2608.04930v2 Announce Type: replace-cross Abstract: Bayesian causal discovery seeks to determine the…
arXiv Artificial IntelligenceBreadcrumbing Search Agents
arXiv:2608.04565v2 Announce Type: replace-cross Abstract: LLM-based search agents are widely used for…
arXiv Artificial IntelligenceImproving Auto-Design of Neural PDE Solvers with a Domain-Specific Language
arXiv:2608.04384v2 Announce Type: replace Abstract: Neural PDE solver auto-design is fundamentally a…
arXiv Artificial IntelligenceCausalSmith: A Formally Grounded, Self-Improving Agentic Framework for Automated Research in Causal Inference
arXiv:2607.22511v3 Announce Type: replace-cross Abstract: Automating theoretical research is constrained not…
arXiv Artificial IntelligenceAI Alignment and Fiduciary Obligation
arXiv:2608.02660v2 Announce Type: replace-cross Abstract: Advanced AI assistants engage users in extended…
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