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GPT-4 Doesn’t Know It’s Wrong: An Analysis of Iterative Prompting for Reasoning Problems

Oct 21, 2023 - aimodels.substack.com
The article discusses the performance gains from self-reflection in large language models (LLMs) like GPT-3. It presents an overview of the backprompt architecture for a single instance, using visual aids to illustrate the current state of the problem at different points in the system. The red diamonds in the image represent the progression of a single problem.

The article suggests that there is significant enthusiasm around these LLMs, but it doesn't provide a full analysis or conclusion, prompting readers to subscribe to AIModels.fyi for a 7-day free trial to continue reading and access the full post archives.

Key takeaways:

Since the markdown data provided does not contain enough information about the content of the article, it's not possible to provide four key bullet points or takeaways from the article.
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