12 New Code Interpreter Uses (Image to 3D, Book Scans, Multiple Datasets, Error Analysis ... ) | Summary and Q&A

TL;DR

GPT-3 Code Interpreter showcases its power through various use cases including 3D surface plotting, analyzing book sentiments, finding correlations in data sets, creating ASCII art, analyzing unclean data, generating PowerPoint slides, solving differential equations, and identifying errors in text.

Key Insights

• ❓ GPT-3 Code Interpreter can visualize data using 3D surface plots, creating interactive representations of image features.
• 👻 It can analyze sentiment and tone in texts, allowing for deeper understanding of how certain topics are portrayed.
• 😫 By analyzing multiple data sets, GPT-3 Code Interpreter can identify correlations and provide insights into relationships between variables.
• 🥰 The code interpreter can convert images into ASCII art, offering a creative output.
• 😫 It can identify errors in messy data sets, highlighting anomalies and potential data issues.
• 🛝 GPT-3 Code Interpreter can generate complete PowerPoint slides, making it a versatile tool for creating presentations.
• 🛀 It shows promising abilities in solving complex mathematical problems, such as differential equations.
• 💁 The code interpreter can analyze texts and detect changes in the context, providing valuable information even with limited input.

Transcript

in the 48 hours since I released my first code interpreter video I believe I have found another 12 use cases that showcase its power from finding errors in data sets to reading Anna Karenina ASCII art to image captioning most of these I haven't seen anyone else mention so let's begin first is creating a 3D surface plot which you can see on the left... Read More

Questions & Answers

Q: How does GPT-3 Code Interpreter create 3D surface plots?

GPT-3 Code Interpreter analyzes the RGB values of uploaded images and uses that information to generate a 3D surface map, showcasing the colors of the image.

Q: Can GPT-3 Code Interpreter analyze sentiments and tones in books?

Yes, by uploading the text of a book like Anna Karenina, GPT-3 Code Interpreter can find mentions of specific topics and analyze the sentiment and tone associated with those passages.

Q: Can GPT-3 Code Interpreter find correlations between multiple data sets?

Yes, by uploading multiple data sets, GPT-3 Code Interpreter can find correlations and distinguish between correlation and causation, providing insights into the relationships between different variables.

Q: How accurate is GPT-3 Code Interpreter in analyzing data and providing insights?

Based on the experiments conducted, GPT-3 Code Interpreter showed accuracy in providing insights. However, further verification and validation may be required for critical applications.

Summary & Key Takeaways

• GPT-3 Code Interpreter can create 3D surface plots by analyzing RGB pixels of an uploaded image, demonstrating its visualization capabilities.

• By uploading the text of Anna Karenina, GPT-3 Code Interpreter can find and analyze mentions of certain topics, providing insights into the perception of those topics in the book.

• Multiple files can be uploaded to uncover correlations between data sets, and GPT-3 Code Interpreter can differentiate between correlation and causation.

• GPT-3 Code Interpreter can convert images into ASCII art and perform data analytics tasks, such as identifying errors in messy data sets.

• It can generate a sonnet or analyze political polls and articles to provide insights and predictions.

• GPT-3 Code Interpreter shows accuracy in analyzing fictional company data, offering actionable insights and plausible explanations for findings.

• It can output PowerPoint slides, solve differential equations, and provide correct answers even when compared to Wolfram.

• The code interpreter can detect changes in text and analyze complex texts, even if given limited information.