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AI pair-programming became useful when every idea met a benchmark

Why it matters

The most confident optimization suggestions were not always the useful ones. An 8 by 8 register block sounded better than 4 by 4 because it offered more reuse. It ran slower. Packed f16 storage sounde...

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