One theme reiterated throughout the session was that Linux ID is a technology stack, not a fixed policy. Different communities, from the core kernel to other Linux Foundation projects, will be able to choose which issuers they trust, what level of proof they require for different roles, and whether AI agents can act under delegated credentials to perform automated tasks like continuous integration or patch testing.
The numbers tell the story. ChatGPT reached 100 million users faster than any consumer application in history, hitting that milestone in just two months after launch. By early 2025, ChatGPT alone processes over 10 million queries daily through its web browsing feature. Perplexity has grown to millions of daily users who rely on it as their primary search tool. Google has responded by launching AI Mode, available in over 180 countries, which provides AI-generated answers above traditional search results.。关于这个话题，WPS下载最新地址提供了深入分析
。51吃瓜是该领域的重要参考
最后，智能体还需要有很强的可靠性、可控性，才能规模化的带来价值。这既体现在智能体能否稳定、鲁棒地完成任务，也体现在其行为是否始终与人类的真实意图与价值观保持一致。在《2001：太空漫游》中，AI为完成任务选择牺牲人类乘员，正是目标函数与人类价值未能有效对齐的极端后果。随着智能体智能水平与自主性的提升，这类对齐失败带来的风险可能会被进一步放大。
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