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OpenAI has recently launched its highly anticipated AI model, OpenAI o1. This represents a significant leap forward in artificial intelligence capabilities. Known internally as “Project Strawberry“, this new model is designed to tackle complex tasks. It does this through enhanced reasoning abilities, making it a powerful tool for various applications. Particularly the STEM fields will be benefited by the reasoning and thinking abilities.
What is OpenAI o1?
The o1 model series comprises two variants: o1-preview and o1-mini. Engineers designed these models to handle intricate inquiries and multi-step problems more effectively than their predecessors. OpenAI claims that o1 model can outperform human PhD students in subjects like physics, chemistry, and mathematics, achieving an impressive 83% accuracy on the International Mathematics Olympiad qualifying exam, compared to just 13% for the previous model, GPT-4o.
“We trained these models to spend more time thinking through problems before they respond, much like a person would,” said OpenAI, emphasizing the model’s ability to refine its thought processes and recognize mistakes.
Read the OpenAI o1 release here: https://azure.microsoft.com/en-us/blog/introducing-o1-openais-new-reasoning-model-series-for-developers-and-enterprises-on-azure/
How is OpenAI o1 Better?
OpenAI’s o1 model distinguishes itself with several key advancements:
- Enhanced Reasoning: Unlike earlier models that mainly worked on generating text quickly, o1 takes more time to think about problems before giving an answer. This method is called “chain of thought”. It helps the model break complicated tasks into smaller, easier steps. As a result, it becomes more accurate and makes fewer mistakes/hallucinations.
- Technical Proficiency: o1 is great at creating and fixing complicated code. This makes it very useful for developers. It can also look at scientific data and create math formulas. This can help researchers and professionals in many areas.
- Safety Enhancements: OpenAI has created a new way to train for safety. This method helps OpenAI o1 model follow safety and alignment rules better. In a recent test called “jailbreaking,” o1 performed much better. In comparison, GPT-4o, another AI system, scored only 22. This shows that o1 is much safer than before.
Want to Learn ML and its applications take a read here: https://entechonline.com/machine-learning-what-it-is-definition-types-and-applications-in-detail/
Technical Specifications and Capabilities
The o1 model series boasts several impressive technical specifications:
- Performance Metrics: The o1-preview model has been shown to perform at levels comparable to top-tier students in challenging academic subjects. It scored in the 89th percentile in competitive programming contests, demonstrating its capability in coding tasks.
- Cost Structure: For developers, the API pricing is notably higher than previous models. With o1-preview costing $15 per million input tokens and $60 per million output tokens. In contrast, GPT-4o is priced at $5 and $15 per million tokens, respectively.
- Accessibility: Currently, o1 models are available to ChatGPT Plus and Team users. That too with limited message allowances (30 for o1-preview and 50 for o1-mini). Access will expand to ChatGPT Enterprise and Edu users shortly, with plans to make o1-mini available to free users in the future.
Read more: How to Easily Create AI Models without Code by Kautilya Katariya.
How to Access OpenAI o1
To try out the new o1 model, users can follow these steps:
- ChatGPT Subscription: Subscribe to ChatGPT Plus or Team to gain immediate access to o1-preview and o1-mini.
- API Access: Developers can prototype with the models through the OpenAI API, although initial usage is subject to rate limits. Ensure you qualify for API usage tier 5 to start experimenting with the models.
- Future Updates: OpenAI plans to continuously enhance the o1 series, adding features. Some of them include likes of browsing, file uploads, and image processing to broaden its utility.
Read instructions to access here: https://openai.com/index/introducing-openai-o1-preview/
Conclusion
OpenAI’s o1 model series is a big step forward in AI development. It can now reason better, allowing it to handle complex tasks in different fields. These fields include coding, science, and mathematics. The model costs more and has some limits. However, its ability to help with tough problems makes it useful for professionals and researchers.
For more intriguing insights into other STEM-related topics, visit ENTECH Online. Explore our digital magazine dedicated to inspiring teenagers and young adults to pursue their passions in science, technology, engineering, and mathematics.
