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François Chollet
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"in 2016 I was doing research at Google brain on trying to train deep learning models"
"my mental model for that was ImageNet. I was like, oh, I'm going to make the ImageNet of reasoning"
"In parallel, GPT-3 2020 was coming out and starting to show signs"
"until the ChatGPT moment around 2022, end of the year and the industry took off"
"the moment models started performing well on ark1 was with the first reasoning models in part the OpenAI O1"
"and then O3 models which by the way they were demonstrated by OpenAI on arc"
"OpenAI worked on Dota 2. they had the OpenAI5 model"
"they had the OpenAI5 model which was if I recall correctly pre transformers because they were working with a stack of LSTM"
"DeepMind worked a lot on video game solving video games via deep AI and they were the first to do Atari games right back in 2013"
"it's actually very similar to the principles that end something like alpha or alpha zero"
"this was inspired by scikitlearn like scikitlearn was sort of like the og machine learning library for python"