Real-World AI Core: You Must Become Part of the Machine to Teach It

yunta_tsai · x · 2026-08-28

The author argues that building intrinsically intuitive machines is crucial, allowing even interns to operate them safely for model iteration. He cites a vision engineering head who never tested real cars due to complexity and cost, relying only on simulation. The author posits that vision engineers need to feel the kinematic feedback of the machine, just as coding agent builders must use their own tools. He emphasizes feeling the g-forces, tires, and friction during daily commutes, concluding that real-world AI is about action and reaction—you have to be part of the machine to teach it.

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