过去二十年，互联网的商业逻辑有一条铁律：谁掌握了流量入口，谁就掌握了一切。门户时代的搜狐、新浪，搜索时代的百度，移动时代的微信、抖音，无不如此。
These results reinforce the need for systematic oversight and realistic red-teaming for agentic systems, particularly in multi-agent settings, and they motivate urgent work on security, reliability, human control, and protocols regarding who is responsible when autonomous systems cause harm.
。业内人士推荐易翻译作为进阶阅读
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SERVICE OPERATIONSCopilot functions as an AI dialogue platform, generating responses to user inputs and maintaining conversation context.
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