Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

This plan is more difficult and cannot fail. At the same time, it is basically bound to...

This plan is more difficult and cannot fail. At the same time, it is basically bound to the route of large model scaling law. I feel that the dangers and opportunities are huge....

November 25, 2025 路 1 min read

This plan is more difficult and cannot fail.

At the same time, it is basically bound to the route of large model scaling law.

I feel that the dangers and opportunities are huge.

It can be seen with the naked eye that scaling law is still working, and it has not yet radiated to all walks of life.

I remember that an AI company founder said that even if the model side does not develop now, there will be at least five to ten years of development on the application side.

I am a bit skeptical about the ability of the Americans and Americans to plan for more than ten years.

I remember that the Manhattan Project did not take that long.

But this AI plan will require at least ten years of investment.

The above is just my personal opinion, sorry for my limited ability, haha

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