Technology
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From Explicit Elements to Implicit Intent: A Predefined Library for Auditable Behavioral Inference
arXiv:2606.11207v1 Announce Type: new Abstract: We present SemantiClean, a modular framework for extracting structured...
Position: Hippocampal Explicit Memory Is the Cornerstone for AGI
arXiv:2606.11245v1 Announce Type: new Abstract: Large Language Models (LLMs) have demonstrated remarkable capabilities...
Knowing When to Ask: Self-Gated Clarification for Hierarchical Language Agents
arXiv:2606.11349v1 Announce Type: new Abstract: In hierarchical reasoning, failures often originate at intermediate...
Automated Mediator for Human Negotiation: Pre-Mediation via a Structured LLM Pipeline
arXiv:2606.11379v1 Announce Type: new Abstract: Pre-mediation, the preparatory phase preceding direct human...
INFRAMIND: Infrastructure-Aware Multi-Agent Orchestration
arXiv:2606.11440v1 Announce Type: new Abstract: Existing multi-agent LLM orchestration methods, ranging from...
Forecasting Future Behavior as a Learning Task
arXiv:2606.11445v1 Announce Type: new Abstract: Trust in an AI system is often anchored by explanations of how it...
Search Discipline for Long-Horizon Research Agents
arXiv:2606.11522v1 Announce Type: new Abstract: Autoresearch agents now propose, evaluate, and select scientific...
SkillJuror: Measuring How Agent Skill Organization Changes Runtime Behavior
arXiv:2606.11543v1 Announce Type: new Abstract: Agent Skills augment large language model (LLM) agents with procedural...
HERO: Hindsight-Enhanced Reflection from Environment Observations for Agentic Self-Distillation
arXiv:2606.11559v1 Announce Type: new Abstract: Reinforcement learning typically improves multi-turn agent...
Architecture-Aware Reinforcement Learning Makes Sliding-Window Attention Competitive in Math Reasoning
arXiv:2606.11634v1 Announce Type: new Abstract: The rapid progress of reasoning and agentic large language models...
Organize then Retrieve: Hierarchical Memory Navigation for Efficient Agents
arXiv:2606.11680v1 Announce Type: new Abstract: Large language model (LLM) agents struggle with long-horizon tasks due...
Mind the Perspective: Let's Reason Recursively for Theory of Mind
arXiv:2606.11724v1 Announce Type: new Abstract: Theory of Mind (ToM) reasoning requires inferring agents' beliefs from...
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