arXiv Artificial IntelligenceWhen LLMs Agree, Are They Right? Auditing Self-Consistency and Cross-Model Agreement as Confidence Signals
arXiv:2607.08065v2 Announce Type: replace Abstract: LLM-as-judge (Zheng et al., 2023) is increasingly the…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceFirstResearch: Auditable Question Formation for LLM Scientific Discovery Agents
arXiv:2607.05682v2 Announce Type: replace Abstract: LLM systems for scientific discovery increasingly assist…
arXiv Artificial IntelligenceLinguistic Firewall: Geometry as Defense in Multi-Agent Systems Routing
arXiv:2606.30555v3 Announce Type: replace Abstract: The rapid integration of Large Language Models (LLMs) has…
arXiv Artificial IntelligenceATOD: Annealed Turn-Aware On-Policy Distillation for Multi-Turn Agentic Tasks
arXiv:2606.27814v4 Announce Type: replace Abstract: Training small language-model agents for long-horizon…
arXiv Artificial IntelligenceMatilda: Engine-Agnostic Search with Human Policy Guidance
arXiv:2606.25176v3 Announce Type: replace Abstract: Chess engines have evolved from search-based systems…
arXiv Artificial IntelligenceIntent-Governed Tool Authorization for AI Agents
arXiv:2606.22916v3 Announce Type: replace Abstract: Tool-using AI agents commonly operate under integration…
arXiv Artificial IntelligenceBrainG3N: A Dual-Purpose Tokenizer for Controllable 3D Brain MRI Generation
arXiv:2606.19651v2 Announce Type: replace Abstract: Three-dimensional (3D) brain MRI is central to clinical…
arXiv Artificial IntelligenceRedKnot: Efficient Long-Context LLM Serving with Head-Aware KV Reuse and SegPagedAttention
arXiv:2606.06256v3 Announce Type: replace Abstract: As the input length of large language model (LLM) serving…
arXiv Artificial IntelligenceLibrary Drift: Diagnosing and Fixing a Silent Failure Mode in Self-Evolving LLM Skill Libraries
arXiv:2605.19576v3 Announce Type: replace Abstract: Self-evolving skill libraries face a silent failure mode…
arXiv Artificial IntelligenceThe Capability Paradox: How Smarter Auditors Make Multi-Agent Systems Less Secure
arXiv:2605.17480v3 Announce Type: replace Abstract: Multi-agent systems extend large language models (LLMs)…
arXiv Artificial IntelligenceOn the Hybrid Nature of ABPMS Process Frames and its Implications on Automated Process Discovery
arXiv:2604.22455v2 Announce Type: replace Abstract: A core component of any AI-Augmented Business Process…
arXiv Artificial IntelligenceMathNet: a Global Multimodal Benchmark for Mathematical Reasoning and Retrieval
arXiv:2604.18584v2 Announce Type: replace Abstract: Mathematical problem solving remains a challenging test…
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