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A paper found that simply repeating the prompt before generation jumped accuracy from 21% to 97% on one benchmark. Everyone filed it under "prompting tricks." The mechanism is architectural, and it's the clearest proof that context engineering and prompt engineering have completely different ceilings. Most teams are optimizing the wrong layer.