one thought about possible misunderstanding: here we are discussing more about strategic use of mode...

Junyang Lin on X: "one thought about possible misunderstanding: here we are discussing more about strategic use of models instead of technical methods. we did things like imagining moe really playing like experts or setting up a task router to save costs but found them hard to work well. here what" / X

Junyang Lin

@JustinLin610

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one thought about possible misunderstanding: here we are discussing more about strategic use of models instead of technical methods. we did things like imagining moe really playing like experts or setting up a task router to save costs but found them hard to work well. here what I am seeing is more about a rough standard of choosing different models. q and a and very simple agentic tasks like problems solved by using tools once or twice or fixing a small bugs, compared with building a large code projects or doing ml experiments and evals, etc.

3:47 AM · Jul 16, 2026

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