Repeat Your Self - XLarge) ($RYS-X)
Brain surgery on Artificial minds A basement neuroscientist (@dnhkng on x) turned AI surgeon discovered Transformers have real “brain anatomy” early layers translate, late layers decode, middle layers do pure reasoning in a universal thought-space By scanning thousands of layer-duplication configs on two RTX 4090s, he found the perfect 7-layer reasoning circuit. He copied it once, stitched it back in, and the model suddenly thought deeper No new knowledge added. Just extra time to think. The result? #1 on the leaderboard, pure out-of-sample gains, and the start of a new way to upgrade LLMs: gentle silicon brain surgery
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