arXiv Artificial IntelligenceWithholding the Completing Chunk: Exact Release-Boundary Equivalence for Production Streaming Guardrails
arXiv:2608.10279v2 Announce Type: replace-cross Abstract: Streaming language-model output creates an…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceReasoning Shortcuts and Value Symmetries: What Symmetry Permits, Architecture Realizes, and Optimization Selects
arXiv:2608.10420v2 Announce Type: replace Abstract: Reasoning shortcuts are rule solutions that reach correct…
arXiv Artificial IntelligenceHierarchical Compositionality for An Assistive AI Agent
arXiv:2608.10330v2 Announce Type: replace Abstract: AI agents are increasingly being developed to assist…
arXiv Artificial IntelligencePopulation-Scalable Multi-Agent World Modeling
arXiv:2608.08600v3 Announce Type: replace-cross Abstract: World models have recently achieved impressive…
arXiv 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…
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