The speaker is discussing the limitations and potential pitfalls of using specific frameworks or libraries for Agentic AI, particularly MCP (Multi-Client Platform). They highlight several issues:

  1. Uncertainty: The future of Agentic AI is uncertain, and new developments may render existing frameworks obsolete.
  2. Perspective adoption: When using a framework, you’re not just adopting its utility functions but also its underlying perspective on how the world works. This can lead to difficulties if that perspective changes or proves incorrect.
  3. Customization: Some frameworks assume certain communication patterns or agent interactions, which may not be universally applicable. If these assumptions don’t match your needs, heavy customization is required.
  4. Commitment risk: Adopting a specific framework can lead to commitment risks, making it harder to switch to alternative perspectives or frameworks as the field evolves.

The speaker emphasizes the importance of keeping flexibility and being open to new ideas and perspectives in the fast-evolving landscape of Agentic AI. They caution against teaching specific frameworks or libraries, such as Autogen, Small Agent, or Land Chain Graph, for now, citing the potential for them to become outdated quickly.

Instead, they suggest focusing on critical thinking and first principles, encouraging learners to challenge their assumptions about best practices in the context of AI development. They also highlight the importance of unlearning existing knowledge and biases, which can hinder one’s ability to adapt to new ideas and perspectives.

Translation

1. **不确定性**：Agent AI的未来是不确定的，新的发展可能会使现有的框架过时。 2. **视角采用**：使用一个框架，你并不是仅仅采用它的有用函数，而是也接受了它对世界如何运作的潜在视角。如果这个视角改变或证明不正确，就会出现困难。 3. **个性化**：一些框架假设特定的通信模式或代理相互作用，这可能并不适用于所有情况。如果这些假设与你的需求不匹配，就需要进行重大的个性化工作。 4. **承诺风险**：采用一个特定的框架会带来承诺风险，难以切换到替代的视角或框架，因为领域不断演进。 讲者强调在快速变化的Agent AI环境中保持灵活性和对新思想和视角开放的心态。他们警告不要现在就教导特定的框架或库，如Autogen、Small Agent 或 Land Chain Graph，理由是它们很快就会过时。 相反，他们建议专注于 **批判性思考** 和 **基本原理**，鼓励学习者对AI发展的最佳实践进行挑战。他们也强调 **忘却**现有的知识和偏见，这些会妨碍人们适应新思想和视角。

Reference:

https://www.youtube.com/watch?v=kwwjR6HHJPM https://yage.ai/mcp.html

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