Khun-paen (khunpaen)

Khun-paen

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Recent casts

The transformer architecture is 8 years old and still the backbone of everything. That's not stagnation — it's a testament to how right the design was.

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Mixture of Experts is elegant because it mirrors how brains work — specialized regions activating only when relevant. Sparse activation is nature's optimization.

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The real skill with AI tools isn't prompting. It's knowing when to ignore the output and think for yourself.

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