Open AI SHIPS: "GPT o1" First Look! ("Strawberry" Chain of Thought Reasoning)
TLDROpenAI has unveiled a new AI model, 'GPT o1', based on the rumored 'Strawberry' architecture. This model employs advanced reasoning, simulating human thought processes before answering. Available to Chat GPT Plus users, it promises more accurate responses to complex queries. The video explores the model's capabilities through various tests, revealing its potential and challenges. Despite some initial hiccups with basic logic, 'GPT o1' shows significant promise, particularly in coding and reasoning tasks. The community response has been largely positive, with high expectations for the model's future development.
Takeaways
- 😀 OpenAI has released a new model called 'GPT o1' based on the rumored 'Strawberry' architecture.
- 🔍 'GPT o1' is designed to think through problems before giving answers, demonstrating advanced reasoning capabilities.
- 💡 Chat GPT Plus users have access to two new models, '01' and '01 mini', with '01' offering the most advanced reasoning.
- 📉 The new model struggled with a basic logic problem, indicating that it may be prompt-heavy and require specific instructions to perform optimally.
- 🧠 'GPT o1' is capable of generating a Chain of Thought, similar to human reasoning, before providing responses.
- 📊 The model has shown significant improvements in various benchmarks, including competitive programming and science problem-solving.
- 🚀 'GPT o1' has limitations, such as a weekly message cap, which may affect its usability for some users.
- 🎮 The model has shown potential in creating simple games, demonstrating its versatility in different applications.
- 📝 OpenAI suggests that the model will improve with more training time and compute, indicating ongoing development.
- 🔑 Effective prompting is crucial for leveraging the full capabilities of 'GPT o1', suggesting a learning curve for users.
Q & A
What is the significance of the 'Strawberry' architecture mentioned in the video?
-The 'Strawberry' architecture refers to a new model released by Open AI that is designed to perform advanced reasoning. It thinks through problems before providing answers, which is a significant advancement in AI capabilities.
What are the two new models introduced by Open AI as per the video?
-Open AI has introduced two new models called 'GPT o1' and 'GPT o1 mini', which are available to Chat GPT Plus users. These models are based on the 'Strawberry' architecture and are designed for advanced reasoning.
How does the 'GPT o1' model handle complex reasoning tasks?
-The 'GPT o1' model handles complex reasoning tasks by internally going through a 'Chain of Thought' before responding. It ranks in the 89th percentile on competitive programming questions and exceeds human PhD level accuracy on certain benchmarks.
What is the limitation of the 'GPT o1 mini' model as discussed in the video?
-The 'GPT o1 mini' model has a limitation in terms of the number of uses per day. It is suggested that users have more uses per day for 'GPT o1' than for 'GPT o1 mini'.
What is the 'Chain of Thought' reasoning that the new model is capable of?
-The 'Chain of Thought' reasoning refers to the model's ability to think through problems step-by-step internally before providing an answer. This is demonstrated by the model's performance on competitive programming and other complex reasoning tasks.
How does the video presenter test the new model's capabilities?
-The video presenter tests the new model's capabilities by posing complex logic problems and observing the model's responses. They also compare the model's performance with previous versions like GPT-40.
What is the performance of 'GPT o1' on competitive programming questions?
-The 'GPT o1' model performs exceptionally well on competitive programming questions, ranking in the top 500 students in the US qualifier for the USA Math Olympiad.
What is the role of reinforcement learning in training the new model?
-Reinforcement learning plays a crucial role in training the new model by teaching it how to think productively using its 'Chain of Thought'. The model's performance improves with more reinforcement learning train time.
What are the community reactions to the new model as discussed in the video?
-Community reactions to the new model are generally positive, with some users impressed by its reasoning capabilities. However, there are also concerns about setting the right expectations and the need for further improvements.
What is the potential of the new model in terms of multimodal capabilities?
-The new model has potential for multimodal capabilities, including image input, although these features are not yet available. The model is expected to integrate such capabilities in the future.
Outlines
🤖 OpenAI's New Reasoning Model
The script discusses OpenAI's new model based on the 'Strawberry' architecture, which is designed to think through problems before responding. It's available to ChatGPT Plus users in two versions: '01' and '01 mini'. The narrator tests the model's reasoning by asking it to analyze a complex scenario involving ice cubes, a silver bead, and a microwave. The model struggles with the logic at first but eventually arrives at the correct conclusion after several prompts. The script also mentions a blog post by Sam Altman and the model's performance on various benchmarks.
🧠 Prompt-Heavy Model and Testing
The narrator suggests that the new model is 'prompt-heavy,' meaning it requires specific instructions to perform optimally. They express excitement about exploring the model's capabilities and conduct tests to see if it can reason through a logic problem involving a cup of water and ice cubes. The model initially provides incorrect answers, but after being prompted to use human-level logic, it eventually gets the correct result. The script also discusses the model's performance on competitive programming and academic benchmarks, indicating significant improvements over previous models.
📊 Benchmarks and Model Comparisons
The script compares the new model's performance on various benchmarks with previous models like GPT-40. It highlights the new model's superior performance in areas such as math, coding, and physics. The narrator also notes that some benchmarks may no longer be effective at differentiating models due to their high performance. They suggest that newer and more challenging benchmarks are needed to accurately assess the capabilities of advanced language models.
🚀 Space Launches and Model Capabilities
The script explores the model's ability to reason through a practical question about launching an object into space. It discusses the model's response, which includes considering the use of balloons, DIY rocketry, and ride-share programs with commercial rocket companies. The narrator appreciates the model's detailed answer and its ability to provide next steps even when faced with a method it deems less effective.
📈 Community Reactions and Model Hype
The final paragraph summarizes community reactions to the new model. It includes feedback from various individuals, including YouTubers and Twitter users, who have tested the model and shared their experiences. The reactions range from praise for the model's reasoning abilities to concerns about setting the right expectations. The narrator encourages a balanced view, acknowledging the model's capabilities while also recognizing that it may not be a 'miracle' solution for every problem.
Mindmap
Keywords
💡Open AI
💡Strawberry Architecture
💡Chain of Thought Reasoning
💡GPT o1
💡AI Model
💡Reasoning
💡Chat GPT Plus
💡Internal Server Error
💡Logic Problem
💡Prompt Heavy
Highlights
OpenAI releases a new model based on the rumored 'Strawberry' architecture, available for ChatGPT Plus users.
The new models are called 'GPT-01' and feature advanced reasoning capabilities.
GPT-01 thinks through problems before providing answers, a significant shift from previous models.
Users can access two versions of GPT-01: 'Preview' with the most advanced reasoning, and 'Mini'.
GPT-01's architecture is designed to handle complex reasoning problems.
In a test, GPT-01 correctly identifies 'strawberry' has three 'R's, showcasing its pattern recognition.
GPT-01 struggles with a complex logic problem involving ice cubes and a microwave.
The model requires specific prompting to accurately solve logic problems.
GPT-01's performance on competitive programming questions and math Olympiad problems is impressive.
The model's reasoning ability is prompt-heavy, requiring clear and specific instructions for optimal output.
GPT-01's Chain of Thought reasoning is a significant advancement in AI technology.
The model's performance on various benchmarks shows significant improvements over previous models.
GPT-01's ability to self-evaluate and improve its reasoning through reinforcement learning is notable.
The model's potential for multimodal input, including image recognition, is teased for future updates.
Community reactions to GPT-01 are mixed, with some users praising its capabilities and others noting its limitations.
The model's release sparks discussions on the definition of Artificial General Intelligence (AGI).
GPT-01's performance in coding and problem-solving showcases its potential use cases.
The model's ability to create games and understand complex instructions is highlighted.
OpenAI's blog post details GPT-01's training process and its focus on reinforcement learning for improved reasoning.