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It doesn't need much. 1 good lucky answer in a 1000 or maybe 10k queries gives you the little exponential kick you need to improve. This is how the hockey stick take off looks like and we're already here - OpenAI has it, now deepseek has it, too. You can be sure others also have it; Anthropic at the very least, they just never announced it officially, but go read what their CEO has been speaking and writing about.


I have looked a bit into Anthropic CEOs writings but if you can point in the right direction would be helpful!




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