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Atmrix

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Atmrix

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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.

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

Research shows that using Chain of Thought reasoning, o1 can solve inherently serial problems, indicating significant potential for this model series with sufficient computational resources.

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

o1 utilizes a chain of thought process to break down complex problems into smaller, manageable steps, mirroring human reasoning.

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.

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

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.

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.

IF

Isa Fulford

05/08/25

@ Sequoia Capital

The model will show an interleaved chain of thought, reasoning through the sources it encounters and the tool calls made, such as searching or analyzing with Python.

GH

Geoffrey Hinton

04/26/25

@ CBS Mornings

Neural networks are now capable of reasoning through a process called chain of thought, allowing them to reflect on their outputs.