How to write Tree of Thoughts Prompts. Is this how OpenAI Strawberry is able to Reason? скачать в хорошем качестве

How to write Tree of Thoughts Prompts. Is this how OpenAI Strawberry is able to Reason?

Ever wondered how AI could mimic human brainstorming and solve complex problems? Join Richard Walker from Lucidate as we delve into the fascinating world of Large Language Models (LLMs) and Prompt Engineering. This video explains the 'Tree of Thought' prompting technique, designed to emulate human brainstorming and prove beneficial in problem-solving, particularly in mathematical reasoning. Widely believed to be how the latest version of OpenAI’s ChatGPT codenamed “Strawberry” is able to reason. 0:00 - Introduction 0:21 - Explanation of LLMs and Prompt Engineering 2:14 - Introduction to Tree of Thought Prompting 3:57 - Steps of Tree of Thought Prompting 6:38 - Applying Tree of Thoughts to a logic problem 7:38 - Reviewing results with different prompts 10:16 - Using GPT-4 10:34 - Using Chain of Thought - “CoT” 11:13 - Conclusion and final thoughts How does OpenAI’s Strawberry reason? Explore how LLMs, although not explicitly designed to solve mathematical problems, can use this technique to effortlessly solve complex problems. Discover how the discipline of prompt engineering is expanding rapidly and the potential it holds for the future. We'll be using a simple logic problem to demonstrate the Tree of Thoughts prompting process, comparing results with different prompts, and even evaluating how GPT-4 stands in this aspect. Don't forget to try this yourself with your own prompts and scenarios and share your results in the comments! We're excited to see what you come up with. For more exciting AI content, make sure to like, subscribe, and hit that notification bell to stay updated with our latest videos. Happy Exploring!" 1. Carlos is at the swimming pool. 2. He walks to the locker room, carrying a towel. 3. He puts his watch in the towel and carries the towel tightly to a lounger at the poolside. 4. At the lounger he opens and vigorously shakes the towel, then walks to the snack bar. 5. He leaves the towel at the snack bar, then walks to the diving board. 6. Later Carlos realises he has has lost his watch. Where is the single most likely location of the watch? Think through each step logically. Imagine three different experts are answering this question. They will brainstorm the answer step by step reasoning carefully and taking all facts into consideration All experts will write down 1 step of their thinking, then share it with the group. They will each critique their response, and the all the responses of others They will check their answer based on science and the laws of physics Then all experts will go on to the next step and write down this step of their thinking. They will keep going through steps until they reach their conclusion taking into account the thoughts of the other experts If at any time they realise that there is a flaw in their logic they will backtrack to where that flaw occurred If any expert realises they're wrong at any point then they acknowledges this and start another train of thought Each expert will assign a likelihood of their current assertion being correct Continue until the experts agree on the single most likely location The question is...