⚡ OpenAI’s battle of o1 vs GPT-4

o1 series challenges GPT-4 in coding and math

Hi AI Futurists,

Today we are discussing OpenAI’s latest leap forward, the o1 series, which aims to tackle complex problems in fields like science and technology. With o1-preview and o1-mini, OpenAI is focusing on advanced reasoning, outperforming GPT-4 in tasks like coding and math.

These new models are set to reshape how AI is used for problem-solving across various industries.

Best,
Lex

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What Matters for the Economy

OpenAI introduces new o1 model family

OpenAI has announced a new family of AI models, marking a shift from the GPT series to its new "o1" models, including the o1-preview and o1-mini. These models aim to tackle more complex tasks across fields like science, healthcare, and technology. The o1-preview model, designed for complex problem-solving, is available to ChatGPT Plus users, though it currently lacks some key features like web browsing and image creation. It excels in coding, ranking in the top percentile of Codeforces competitions, and has solved 83% of problems in the International Mathematics Olympiad qualifying exam, a significant improvement over GPT-4's performance.

The o1-mini model, while less powerful, offers fast, efficient reasoning at 80% lower costs than o1-preview. It performs competitively in math and coding tasks and is geared toward developers and researchers needing cost-effective AI for tasks like debugging and programming challenges. Both models come with safety enhancements, outperforming GPT-4 in handling unsafe prompts, and are part of OpenAI’s broader commitment to safety, supported by partnerships with U.S. and U.K. AI Safety Institutes.

OpenAI will continue improving these models by adding browsing, file uploading, and other features in future updates. The launch signals the company's ongoing push to make AI more capable and accessible for tackling real-world problems, especially in specialized fields like healthcare and physics, with strong implications for the future of human productivity, research, and technology.

Important Points:

  • OpenAI launches new o1 AI models, o1-preview and o1-mini, for advanced problem-solving in fields like science and tech.

  • o1-preview outperforms GPT-4 in math and coding, with PhD-level capabilities.

  • o1-mini offers similar reasoning skills at 80% lower cost, focusing on coding and STEM tasks.

  • Safety improvements include stronger handling of unsafe prompts and partnerships with AI safety institutes.

Do you think the o1 series will surpass GPT-4 in real-world applications?

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What We Think About It:

The o1 series feels like OpenAI’s next big move, prioritizing complex problem-solving over broader versatility. It's an interesting shift, especially for industries needing precise reasoning, like healthcare or physics. However, with limited features like no browsing or image support, GPT-4 still holds an edge in everyday tasks for now.

The pricing for o1-mini is a game-changer, making advanced AI more accessible. But it'll need more functionality to fully surpass GPT-4 in real-world scenarios.

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