Agents in the Large: Perception-Centered Architecture for Persistent Agents

  • 类型:arxiv
  • 标识:2608.30478
  • 链接:http://arxiv.org/abs/2608.30478v1
  • 主分类:agent
  • 形态:method
  • TLDR:Cognitive language agents have achieved substantial progress by equipping language models with memory, tools, and decision-making procedures, enabling agents to reason and act in interactive environments. Existing frameworks largely cast these agents as systems for solving user-specified, bounded tasks. An increasingly important goal is for language agents to provide persistent assistance in long-lived settings where user needs, context, and service procedures persist and change, and to remain useful across the broad range of tasks that arise over time. Yet we still lack a framework to charact
  • 待LLM分类:否
  • 来源文件
  • /inbox/tom/_candidates/2026-09-01-agent-rag-longcontext-candidates.json