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It's pure marketing. See the recent paper by Apple called "The Illusion of Thinking".

https://ml-site.cdn-apple.com/papers/the-illusion-of-thinkin...



I sort of agree with this, having read the recent Apple paper - but it does show a significant improvement at a certain level of complexity - it's just that it requires quite a few more tokens to achieve that. It could probably be described as a sort of "context" hack because it's basically having a conversation with itself to arrive at a better solution. You're trading performance/time for a bit better quality.


If you read that paper, you'll find a more nuanced take than simply "it's pure marketing"




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