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Ask HN: Open-Source Intelligence
探讨蒙特卡洛树搜索在开源AI编码工具中提升代码生成准确性的可能性，问题导向的讨论帖
Do you consider that Monte Carlo Tree Search implementation in an opensource environment (like codex, claude code) for AI can improve the code generat…
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ChatSOP: An SOP-Guided MCTS Planning Framework for Controllable LLM Dialogue Agents
提出SOP引导的MCTS规划框架，让LLM对话代理在复杂任务中更可控、更高效。
arXiv:2407.03884v4 Announce Type: replace-cross Abstract: Dialogue agents powered by Large Language Models (LLMs) show superior performance in various…
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COMPASS: Cognitive MCTS-Guided Process Alignment for Safe Search Agents
提出COMPASS框架，用认知MCTS引导过程对齐，让搜索代理更安全可控
arXiv:2605.30838v1 Announce Type: new Abstract: LLM-powered search agents enable multi-step reasoning and tool use. However, these capabilities introd…