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Between the clear writing and the diagrams, this was a great write up. I had actually skipped reading up on mHC as it sounded like it was going to take some time to grok, but this made it immediately approachable. I hope you do more write ups like this in the future.


imho the prose is very ChatGPT unfortunately


> Residual connections are more than a trick to help gradients flow. They’re a conservation law.

> Not a hack, not a trick. A principled constraint that makes the architecture work at scale.


OK, I thought I was reading too much into it but those same sentences also jumped out for me


pangram thinks the whole thing was LLM generated fwiw, as dodgy as AI detectors are it is probably among the best. I don't doubt the author started with their own text, but I think it's been substantially revised via ChatGPT


yes this reads like classic intellectual fellicitatio




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