Isaac Liao

iliao2345.github.io

I am a PhD student in the Machine Learning Department at Carnegie Mellon University. I recently completed my Master's under Max Tegmark, researching mechanistic interpretability.

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Math & Algorithms 1 AI & Machine Learning 1

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ARC-AGI without pretraining

2025351 points121 comments AI & Machine Learning details

We solve 20% of ARC-AGI-1 with no pretraining by minimizing the description length during inference time, with the only data involved being the target puzzle itself.