arXiv Artificial IntelligenceHow Language Models Choose Sides: Internal Representations of Instruction Hierarchy
arXiv:2608.28648v1 Announce Type: new Abstract: We study how instruction-tuned LLMs arbitrate direct…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceSelf-Specialized Teachers for Domain Post-Training
arXiv:2608.28647v1 Announce Type: new Abstract: Target-only post-training can improve performance in a…
arXiv Artificial IntelligenceBiasMix-Finance: Post-Generation KYC Guardrails for LLM Portfolio Advice
arXiv:2608.28646v1 Announce Type: new Abstract: Large language models (LLMs) can generate plausible-sounding…
arXiv Artificial IntelligenceFrom Extraction to Governed Memory: Multi-Agent Knowledge Graph Construction with Domain-Expert Review
arXiv:2608.28642v1 Announce Type: new Abstract: Knowledge graphs used by agentic systems are often treated as…
arXiv Artificial IntelligenceReward-Oracle MCTS for Formal Theorem Proving: Sample-Efficient Search and the Need for Kernel-Level Proof Auditing
arXiv:2608.28639v1 Announce Type: new Abstract: Formal theorem proving with large language models remains…
arXiv Artificial IntelligenceSelf-Evolving Skills via Surrogate-Guided Solve-and-Reproduce
arXiv:2608.28638v1 Announce Type: new Abstract: Agent skills are portable packages of instructions and…
arXiv Artificial IntelligenceAI Scientist Mission Control (AIMC): Visual Analytics for Human Oversight of Autonomous Scientific Discovery
arXiv:2608.28637v1 Announce Type: new Abstract: Autonomous scientific discovery systems can generate large…
arXiv Artificial IntelligenceCrossAudit: A Git-Native, Cross-Vendor Audit Loop for Agentic Science
arXiv:2608.28631v1 Announce Type: new Abstract: An AI scientist should not grade its own homework. Yet in the…
arXiv Artificial IntelligenceCDEP Agent: Connecting Meteorologically Detected Temporal Compound Events to Real-World Documentary Evidence
arXiv:2608.28628v1 Announce Type: new Abstract: Compound drought-to-extreme-precipitation (CDEP) events are…
arXiv Artificial IntelligenceMachine Learning-Enhanced Tabu Search for Tactical Wireless Network Design
arXiv:2608.28627v1 Announce Type: new Abstract: Designing high-performance tactical wireless networks under…
arXiv Artificial IntelligencePreference Elicitation for Policy Optimization and Application to Aligning Heart Transplantation with Human Values
arXiv:2608.28620v1 Announce Type: new Abstract: Preference elicitation is essential for aligning AI systems…
arXiv Artificial IntelligenceInternReviewer & InternAdvocate: Objective Reward and Evaluation for Agentic Reinforcement Learning in Peer Review and Rebuttal
arXiv:2608.28612v1 Announce Type: new Abstract: Generating professional scholarly content, such as peer…
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