Prompting Is Dead in 6 Months. Andrew Ng, Stanford [video]
AI Digest
执行图自我修正生产系统多代理程序
Andrew Ng在斯坦福演讲中警告提示方法将在6个月内过时，图结构正取代提示工程，通过执行图实现自动纠错和多代理程序。
Andrew Ng warns prompting will be obsolete in 6 months, advocating graph-based systems for automated error correction and multi-agent workflows.
Key points
- 图结构替代提示，解决多步骤任务的数据传递问题 Graphs replace prompts for multi-step task data handling
- 执行循环实现模型自动纠错与结果迭代 Execution loops enable automated error correction
- 生产系统转向可靠多代理程序架构 Production systems shift to reliable multi-agent architectures
Takeaway: 图结构将取代提示工程，推动AI系统向自动化执行方向发展。 / Graph-based systems will replace prompting, driving AI toward automated execution.
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