问：小鹏为何建议跳过L3、并向两会提出该建议，是为了我们可以有一个更领先的技术吗？
Plan for iterative improvement rather than expecting immediate perfection. AIO is still an emerging practice without definitive best practices etched in stone. You'll make mistakes, try things that don't work, and occasionally optimize for factors that turn out not to matter. This experimentation is part of the learning process. What matters is systematic iteration—trying approaches, measuring results, adjusting based on feedback, and gradually improving your effectiveness over time.
Some open-source agents operate directly on user machines rather than through cloud-based web interfaces. For example, OpenClaw is a local agent that plugs into standard messaging platforms like Telegram and Discord. It runs continuously, connects to external language models via API, and executes tasks using direct access to local files and system commands. Because it often requires root-level execution privileges to fully function, it has some pretty huge cybersecurity risks though. You’ll probably want to contain these tools on secondary machines with limited data access to avoid issues.。关于这个话题，PDF资料提供了深入分析
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更深一层来看，风险管控能力的提升，正在重塑中国企业与海外市场的合作关系。
Sync[F].pure(result)，详情可参考PDF资料