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…
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arXiv Artificial IntelligencearXiv 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…
arXiv Artificial IntelligencePosition: We Need Practical AI Alignment Methods to Mirror Human Reasoning
arXiv:2608.12372v1 Announce Type: new Abstract: AI systems are increasingly employed as decision aids…
arXiv Artificial IntelligenceMulti-Agent Scheduling with LLM-Assisted Contract Net Negotiation for Stream Processing in Mobile Edge Computing
arXiv:2608.12371v1 Announce Type: new Abstract: Stream-processing systems increasingly operate across…
arXiv Artificial IntelligenceAgreement Is Not Alignment: Divergent Moral Grounds in Human and LLM Ethical Judgments
arXiv:2608.12368v1 Announce Type: new Abstract: Agreement with human judgments is a common proxy for…
arXiv Artificial IntelligencePosition: The Alignment Community is Unintentionally Building a Censor's Toolkit
arXiv:2608.12346v1 Announce Type: new Abstract: This position paper argues that modern AI alignment methods…
arXiv Artificial IntelligenceDiagnostic Foundation for Evaluating LLMs' Research Integrity as Co-Scientists
arXiv:2608.12345v1 Announce Type: new Abstract: Language models are increasingly deployed as co-scientists…
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