arXiv Artificial IntelligenceDiG-bench: Discovery in Games
arXiv:2608.12593v1 Announce Type: new Abstract: Discovery---formulating novel generalizations---is a central…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceAuditable agentic AI for evidence-grounded thyroid ultrasound diagnosis and reporting
arXiv:2608.12590v1 Announce Type: new Abstract: Thyroid ultrasound diagnosis requires coordinated lesion…
arXiv Artificial IntelligenceReasoning Jury: Multi-Model Consensus for Evaluating Reasoning Traces
arXiv:2608.12585v1 Announce Type: new Abstract: Improving reasoning LLMs requires the ability to judge the…
arXiv Artificial IntelligenceTrie Automata for Constrained Decoding over Large Finite Sets
arXiv:2608.12574v1 Announce Type: new Abstract: Large language models increasingly need to generate…
arXiv Artificial IntelligenceCAS: A Causal Attribution Score for Local and Global Explainable Artificial Intelligence
arXiv:2608.12555v1 Announce Type: new Abstract: Predictive explanation methods attribute a model output; they…
arXiv Artificial Intelligence$\varepsilon$-MemEvo: Adaptive Cross-Task Memory Transfer for LLM Program Evolution
arXiv:2608.12522v1 Announce Type: new Abstract: LLM-based program evolution systems such as FunSearch and…
arXiv Artificial IntelligenceGoverned Persistent Memory: Source-Bound State Semantics and Fail-Closed Release for Long-Horizon Agents
arXiv:2608.12476v1 Announce Type: new Abstract: Long-term agent memory is usually treated as…
arXiv Artificial IntelligenceMindMemOS: A Portable and Self-Evolving Memory Operating Layer for AI Agents
arXiv:2608.12428v1 Announce Type: new Abstract: Memory is a core component of AI agents, enabling them to…
arXiv Artificial IntelligenceLarge Language Models Can Follow Instructions, But Not Many at Once: Phase Transitions in Compositional Constraint Satisfaction
arXiv:2608.12426v1 Announce Type: new Abstract: Large language models are increasingly deployed in settings…
arXiv Artificial IntelligenceResearch Assistant: AstraZeneca's Agentic System for R&D
arXiv:2608.12395v1 Announce Type: new Abstract: We describe Research Assistant, an internal LLM-based system…
arXiv Artificial IntelligenceLearning to Adapt Cross-Domain Preferences via Meta-LoRA for LLM Personalization
arXiv:2608.12389v1 Announce Type: new Abstract: Cross-domain zero- or few-shot personalization aims to…
arXiv Artificial IntelligenceDon't Want Your LLM to Recommend Nuclear Strike? Try Asking It in Japanese
arXiv:2608.12373v1 Announce Type: new Abstract: Large language models are increasingly used in strategic and…
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