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Did you read the description of how he did it? He had Claude write all the code and do the analysis. Yes, he asked the questions, and had Claude use bog-standard algorithms. This is how most technical people use AI today. We ask it questions and tell it to write code to do work.
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you're hallucinating that, sorry. you can get access to models 95% as good as Anthropic / OpenAI who serve *open-weight* models basically at cost (look on Fireworks.ai, Together.ai, etc) and it's even cheaper than the top labs.