arXiv Artificial IntelligenceA decodability criterion predicts when hidden-state selection beats majority voting in large language models
arXiv:2608.17124v1 Announce Type: new Abstract: Combining the answers a large language model (LLM) samples…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceDiSCO: Defending text-to-image generation through distribution-guided contrastive prompt optimization
arXiv:2608.17067v1 Announce Type: new Abstract: As text-to-image generative models advance, they raise…
arXiv Artificial IntelligenceMemory Is Communication: The Frontier Between Remembering and Signaling
arXiv:2608.17053v1 Announce Type: new Abstract: A bounded agent may obtain information for a decision from…
arXiv Artificial IntelligenceThe Problem Is the Problem: Towards Scalable Mathematical Discovery
arXiv:2608.16977v1 Announce Type: new Abstract: AI systems are increasingly capable of contributing to…
arXiv Artificial IntelligenceFedPref: Federated Preference Learning for Structured Radiology Report Extraction
arXiv:2608.16971v1 Announce Type: new Abstract: Radiology reports describe findings and locations in free…
arXiv Artificial IntelligenceThe Price of Thinking: Reasoning Effort as a Model-Specific API Contract
arXiv:2608.16956v1 Announce Type: new Abstract: API buyers purchase a dated contract, not a model name alone…
arXiv Artificial IntelligenceRuntime Governance for Agentic AI: Action-Boundary Control with Trusted Provenance and Fail-Closed Execution
arXiv:2608.16891v1 Announce Type: new Abstract: Agentic AI systems request tool actions that can modify…
arXiv Artificial IntelligenceGxP-Agent: Process-DAG Topology for Reliable Clinical Trial Programming with LLM Agents
arXiv:2608.16890v1 Announce Type: new Abstract: Clinical trial programming -- transforming study protocols…
arXiv Artificial IntelligenceBactrainus: Optimizing Large Language Models for Multi-hop Complex Question Answering Tasks
arXiv:2501.06286v3 Announce Type: replace-cross Abstract: Multi-hop question answering requires a system to…
arXiv Artificial IntelligenceEvidence of conceptual mastery in the application of rules by Large Language Models
arXiv:2503.00992v3 Announce Type: replace Abstract: Background. Evidence that large language models (LLMs)…
arXiv Artificial IntelligenceOceanDepths: A Global Dataset of Paired Subsurface and Surface Ocean Observations
arXiv:2608.16373v2 Announce Type: replace-cross Abstract: Despite comprising over 70% of its surface, the…
arXiv Artificial IntelligenceLENS: In-Context Search via Latent Evidence Exploration over Dynamic Raw Documents
arXiv:2608.16185v2 Announce Type: replace-cross Abstract: LLM agents increasingly answer questions over…
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