Have you ever wondered if there is an AI model that can solve any math problem, even if it has never encountered it before? Well, according to some rumors, there is. And it is called Q*.
Q* is a secretive AI project developed by OpenAI, the research organization behind the famous GPT-3 and GPT-4 models. Q* is based on a combination of Q-learning and A* search algorithms, and it uses a large language model called GPT-4. However, the details of Q* are not publicly available, and some sources claim that it has raised concerns among OpenAI staff and board members about its potential impact on humanity.
What is Q-learning and A* search?
Q-learning and A* search are two algorithms that are widely used in AI and computer science. Q-learning is a type of reinforcement learning, which is a branch of machine learning that deals with learning from trial and error. Q-learning enables an AI agent to learn how to act optimally in an environment by interacting with it and receiving rewards or penalties. A* search is a type of heuristic search, which is a technique for finding the best path from a start state to a goal state. A* search uses a function that estimates the cost of reaching the goal from each state, and chooses the state with the lowest cost.
We will have something that is, for the first time smarter than the smartest human. It’s hard to say exactly what that moment is, but there will come a point where no job is needed.
Elon Musk
How does Q* use Q-learning and A* search?
Q* uses Q-learning and A* search to perform step-by-step reasoning on math problems and other tasks. Q* treats each math problem as an environment, where each state is a step in the solution, and each action is a mathematical operation. Q* learns how to choose the best action for each state by receiving rewards or penalties based on the correctness and efficiency of the solution. Q* also uses A* search to guide its exploration of the state space, by estimating the cost of reaching the final solution from each state. Q* uses GPT-4 to generate and understand natural language expressions of math problems and solutions.
Why is Q* so impressive and controversial?
Q* is impressive because it can potentially solve any math problem, even if it has never seen it before. Q* does not rely on predefined rules or templates, but rather learns from data and experience. Q* can also handle complex and diverse math problems, such as algebra, geometry, calculus, logic, and more. Q* is controversial because it might have features and applications that surpass other AI models, such as GPT-3 and GPT-4. Q* might be able to generate novel and creative solutions, discover new mathematical concepts and theorems, and even challenge human mathematicians and scientists. Q* might also pose ethical and social risks, such as misuse, abuse, and manipulation.
How can I try Q*?
Unfortunately, Q* is not available for public testing or use. Q* is a secret project that only OpenAI has access to. However, if you are curious about Q*, you can try BardGPT, a Chrome extension that allows you to open Q* and compare its results with Google Bard and Open Chat-GPT, two of the most advanced AI chatbots available today. BardGPT lets you enter a prompt and view the results from all three models side-by-side. You can also ask questions and chat with each model individually.
Conclusion
Q* is a mysterious AI project that could revolutionize the field of mathematics and AI. Q* uses Q-learning and A* search algorithms, and a large language model called GPT-4, to solve math problems that it has not seen before. Q* is impressive and controversial, as it might have features and applications that surpass other AI models, and pose ethical and social challenges. Q* is not publicly available, but you can try BardGPT, a Chrome extension that lets you compare Q* with Google Bard and Open Chat-GPT.
Comments