![John Nay on Twitter: "LLM Agents Can Recursively Criticize & Improve Outputs -Simple prompt to review & improve can beat: Reinforcement Learning Supervised Learning CoT prompting -Only needs a few demos per John Nay on Twitter: "LLM Agents Can Recursively Criticize & Improve Outputs -Simple prompt to review & improve can beat: Reinforcement Learning Supervised Learning CoT prompting -Only needs a few demos per](https://pbs.twimg.com/media/FsjLrtRXwAEsA4-.png)
John Nay on Twitter: "LLM Agents Can Recursively Criticize & Improve Outputs -Simple prompt to review & improve can beat: Reinforcement Learning Supervised Learning CoT prompting -Only needs a few demos per
![SOLVED: For # 3-5: NOTE |am not necessarily asking the questions in the order in which you should answer them, given the step-by-step approach Lets say that brown fur colring is dominant SOLVED: For # 3-5: NOTE |am not necessarily asking the questions in the order in which you should answer them, given the step-by-step approach Lets say that brown fur colring is dominant](https://cdn.numerade.com/ask_images/cb5a23204b5e4ad2ac6717d0e25c36ba.jpg)
SOLVED: For # 3-5: NOTE |am not necessarily asking the questions in the order in which you should answer them, given the step-by-step approach Lets say that brown fur colring is dominant
![Aran Komatsuzaki on Twitter: "Here's the leaderboard of prompts to add to GPT-3. Can you guys come up with anything better? https://t.co/a3JCdUjlYu" / Twitter Aran Komatsuzaki on Twitter: "Here's the leaderboard of prompts to add to GPT-3. Can you guys come up with anything better? https://t.co/a3JCdUjlYu" / Twitter](https://pbs.twimg.com/media/FTkcVO3VsAAoSfz.jpg)
Aran Komatsuzaki on Twitter: "Here's the leaderboard of prompts to add to GPT-3. Can you guys come up with anything better? https://t.co/a3JCdUjlYu" / Twitter
![Harrison Chase on Twitter: "Integration 1/n: @AnthropicAI's Claude Documentation: https://t.co/YEEVR41kQO https://t.co/7wkfXCUIMK" / Twitter Harrison Chase on Twitter: "Integration 1/n: @AnthropicAI's Claude Documentation: https://t.co/YEEVR41kQO https://t.co/7wkfXCUIMK" / Twitter](https://pbs.twimg.com/media/FrMqzwaaMAA1E8U.jpg:large)
Harrison Chase on Twitter: "Integration 1/n: @AnthropicAI's Claude Documentation: https://t.co/YEEVR41kQO https://t.co/7wkfXCUIMK" / Twitter
![SOLVED: ACTWITY Let's CHeCK Directions: Answer the problem applying the steps in iesting hypothesis A diet clinic states that there Is an average loss 0f 24 pounds for those wo stay on SOLVED: ACTWITY Let's CHeCK Directions: Answer the problem applying the steps in iesting hypothesis A diet clinic states that there Is an average loss 0f 24 pounds for those wo stay on](https://cdn.numerade.com/ask_images/2c90fccfde3f49898e927f75547f419c.jpg)
SOLVED: ACTWITY Let's CHeCK Directions: Answer the problem applying the steps in iesting hypothesis A diet clinic states that there Is an average loss 0f 24 pounds for those wo stay on
![Riley Goodside on Twitter: "Seriously, though: The original "Let's think step by step" paper (Kojima et al. 2022) tried a dozen or so phrasing variations, and found that "Let's think step by Riley Goodside on Twitter: "Seriously, though: The original "Let's think step by step" paper (Kojima et al. 2022) tried a dozen or so phrasing variations, and found that "Let's think step by](https://pbs.twimg.com/media/FfPxD0EXEAAU5Yt.jpg:large)
Riley Goodside on Twitter: "Seriously, though: The original "Let's think step by step" paper (Kojima et al. 2022) tried a dozen or so phrasing variations, and found that "Let's think step by
Hao Su Lab on Twitter: "Boosting the reliability of LLMs' reasoning is vital. We propose Natural Program, a natural language reasoning format generating *rigorous & grounded* reasoning chains, making step-by-step reasoning verification
![UC San Diego and Qualcomm Researchers Unleash Natural Program: A Powerful Tool for Effortless Verification of Rigorous Reasoning Chains in Natural Language - An AI Game Changer - MarkTechPost UC San Diego and Qualcomm Researchers Unleash Natural Program: A Powerful Tool for Effortless Verification of Rigorous Reasoning Chains in Natural Language - An AI Game Changer - MarkTechPost](http://www.marktechpost.com/wp-content/uploads/2023/06/Screenshot-2023-06-18-at-2.10.51-PM.png)