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just a quick update: we managed to replicate these claims
Guan's system hits 25% on ARC-AGI 1 with 50 GPU hours
I still couldn't audit the code personally though, but, unless cheating somehow, this approach seems to generalize ARC-AGI instances with relatively little compute

21.7.2025
🚀Introducing Hierarchical Reasoning Model🧠🤖
Inspired by brain's hierarchical processing, HRM delivers unprecedented reasoning power on complex tasks like ARC-AGI and expert-level Sudoku using just 1k examples, no pretraining or CoT!
Unlock next AI breakthrough with neuroscience. 🌟
📄Paper:
💻Code:

and to be clear, until I have time to dig deep into the paper, which I won't until at least Bend2's release, this is still LK-99 v2 to me
all that we know is that if we run his repo with this amount of compute, it shows the claimed results. plenty of other ways to cheat
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