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Atmrix

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YC

Y Combinator Cast

10/25/24

@ Y Combinator

OpenAI trained o1 with large-scale reinforcement learning, enabling it to generate synthetic chains of thought that mimic human reasoning.

Video

YC

Why OpenAI's o1 Is A Huge Deal | YC Decoded

@ Y Combinator

Why OpenAI's o1 Is A Huge Deal | YC Decoded

10/25/24

Related Takeaways

YC

Y Combinator Cast

10/25/24

@ Y Combinator

OpenAI's approach to implementing chain of thought reasoning in o1 remains largely undisclosed, but it likely involves advanced prompt engineering techniques.

YC

Y Combinator Cast

10/25/24

@ Y Combinator

OpenAI's researchers believe that o1 represents a shift from models that memorize answers to those that memorize reasoning processes, although it still requires improvement in certain areas.

YC

Y Combinator Cast

10/25/24

@ Y Combinator

OpenAI's model o1 is trained using reinforcement learning, allowing it to learn through trial and error, using rewards and punishments to guide its behavior.

YC

Y Combinator Cast

11/15/24

@ Y Combinator

The o1 model's ability to reason and learn from feedback on its processes is a step towards teaching AI to think more like humans, rather than just providing correct answers.

O

OpenAI Cast

05/09/25

@ OpenAI

OpenAI o3 combines multi-step reasoning with the ability to use various tools while completing tasks.

YC

Y Combinator Cast

11/15/24

@ Y Combinator

The 'o1' model's architecture allows for a new method of reasoning that enhances productivity and accuracy in AI tasks.

YC

Y Combinator Cast

11/15/24

@ Y Combinator

The o1 model is capable of advanced reasoning, which is essential for AI to effectively conduct scientific research and accelerate technological progress.

YC

Y Combinator Cast

10/25/24

@ Y Combinator

The chain of thought strategy, introduced by Google Brain researchers in 2022, helps models like o1 to solve problems step by step.

YC

Y Combinator Cast

02/06/25

@ Y Combinator

DeepSeek's R1 reasoning model achieves impressive performance by applying reinforcement learning specifically to think step by step through complex problems, similar to OpenAI's approach with their model, o1.