OpenAI o3

Last updated

o3
Developer(s) OpenAI
Stable release
o3-mini / January 31, 2025;16 days ago (2025-01-31)
Predecessor OpenAI o1
Type Generative pre-trained transformer

OpenAI o3 is a reflective generative pre-trained transformer (GPT) model developed by OpenAI as a successor to OpenAI o1. It is designed to devote additional deliberation time when addressing questions that require step-by-step logical reasoning. [1] [2] OpenAI released the smaller model, o3-mini, on January 31st, 2025. [3]

Contents

History

The OpenAI o3 model was announced on December 20, 2024, with the designation "o3" chosen to avoid trademark conflict with the mobile carrier brand named O2. [1] OpenAI invited safety and security researchers to apply for early access of these models until January 10, 2025. [4] Similarly to o1, there are two different models: o3 and o3-mini. [3]

On January 31, 2025, OpenAI released o3-mini to all ChatGPT users (including free-tier) and some API users. OpenAI describes o3-mini as a "specialized alternative" to o1 for "technical domains requiring precision and speed". [5] o3-mini features three reasoning effort levels: low, medium and high. The free version uses medium. The variant using more compute is called o3-mini-high, and is available to paid subscribers. [3] [6] Subscribers to ChatGPT's Pro tier have unlimited access to both o3-mini and o3-mini-high. [5]

On February 2, 2025, OpenAI launched OpenAI Deep Research, a ChatGPT service using a version of o3 that makes comprehensive reports within 5 to 30 minutes, based on web searches. [7]

On February 6, 2025, in response to pressure from rivals like DeepSeek, OpenAI announced an update aimed at enhancing the transparency of the thought process in its o3-mini model. [8] On February 12th, 2025, OpenAI further increased rate limits for o3-mini-high to 50 requests per day (from 50 requests per week) for ChatGPT Plus subscribers, and implemented file/image upload support. [9]

Capabilities

Reinforcement learning was used to teach o3 to "think" before generating answers, using what OpenAI refers to as a "private chain of thought". [10] This approach enables the model to plan ahead and reason through tasks, performing a series of intermediate reasoning steps to assist in solving the problem, at the cost of additional computing power and increased latency of responses. [11]

o3 demonstrates significantly better performance than o1 on complex tasks, including coding, mathematics, and science. [1] OpenAI reported that o3 achieved a score of 87.7% on the GPQA Diamond benchmark, which contains expert-level science questions not publicly available online. [12]

On SWE-bench Verified, a software engineering benchmark assessing the ability to solve real GitHub issues, o3 scored 71.7%, compared to 48.9% for o1. On Codeforces, o3 reached an Elo score of 2727, whereas o1 scored 1891. [12]

On the Abstraction and Reasoning Corpus for Artificial General Intelligence (ARC-AGI) benchmark, which evaluates an AI's ability to handle new logical and skill acquisition problems, o3 attained three times the accuracy of o1. [1] [13]

References

  1. 1 2 3 4 Knight, Will (December 20, 2024). "OpenAI Upgrades Its Smartest AI Model With Improved Reasoning Skills". Wired .
  2. ↑ Metz, Cade (December 20, 2024). "OpenAI Unveils New A.l. That Can 'Reason' Through Math and Science Problems". The New York Times .
  3. 1 2 3 Franzen, Carl (January 31, 2025). "It's here: OpenAI's o3-mini advanced reasoning model arrives to counter DeepSeek's rise". VentureBeat. Retrieved February 1, 2025.
  4. ↑ "Early access for safety testing". OpenAI. December 20, 2024.
  5. 1 2 "Introducing OpenAI O3 Mini". OpenAI. February 13, 2025. Retrieved February 13, 2025.
  6. ↑ "OpenAI o3-mini". OpenAI. January 31, 2025. Retrieved February 3, 2025.
  7. ↑ Ha, Anthony (February 3, 2025). "OpenAI unveils a new ChatGPT agent for 'deep research'". TechCrunch. Retrieved February 4, 2025.
  8. ↑ Wiggers, Kyle (February 6, 2025). "OpenAI now reveals more of its o3-mini model's thought process". TechCrunch. Retrieved February 7, 2025.
  9. ↑ @OpenAI (February 13, 2025). "Two updates you'll like— OpenAI o1 and o3-mini now support both file & image uploads in ChatGPT. We raised o3-mini-high limits by 7x for Plus users to up to 50 per day" (Tweet). Retrieved February 13, 2025– via Twitter.
  10. ↑ OpenAI O3 Mini System Card (PDF) (Report). OpenAI. January 13, 2025. Retrieved February 13, 2025.
  11. ↑ Zeff, Maxwell; Wiggers, Kyle (December 20, 2024). "OpenAI announces new o3 models". TechCrunch . Retrieved December 22, 2024.
  12. 1 2 Franzen, Carl; David, Emilia (December 20, 2024). "OpenAI confirms new frontier models o3 and o3-mini". VentureBeat . Retrieved December 26, 2024.
  13. ↑ Hsu, Jeremy (December 20, 2024). "OpenAI's o3 model aced a test of AI reasoning – but it's still not AGI". New Scientist . Retrieved December 22, 2024.
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