Will Open AI’s o1 Reasoning Model Really Change The World?

Cerebras News

Will Open AI’s o1 Reasoning Model Really Change The World?
Openai O1COT Reasonong
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OpenAI's o1 models, launched in September 2024, introduce a new paradigm in AI reasoning called chain-of-thought reasoning.

OpenAI launched Strawberry — another name for its its 01 model — on Sept. 12, including the full function o1-preview and the more affordable o1-mini to demonstrate how AI can be greatly improved by breaking a query down into step-by-step reasoning. This chain-of-thought reasoning works more like we humans do, by decomposing a problem into bite-sized chunks and tackling those chunks in sequence. Especially useful in STEM and math problems, o1 generated a lot of interest.

But o1 has three problems: 1. it is very slow; 2. it is four times more expensive ; and 3. it is text only. Solving the last problem won’t be that difficult for OpenAI. And it can make progress on the first two, but the step-wise problem solving and subsequent iteration to find the “best” answer just takes a ton of compute. That isn’t easy to solve.Now the first two issues are being worked on by Cerebras Systems .

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