Democratizing data analysis with AI

Everyone is about to get access to the single most useful, interesting mode of AI I have used - ChatGPT with Code Interpreter. I have had the alpha version of this for a couple months (I was given access as a researcher off the waitlist), and I wanted to give you a little bit of guidance as to why I think this is a really big deal, as well as how to start using it.

@AutoTLDR

  • vcmjEnglish
    2·
    1 year ago

    Oooh looks like it can use a sort of inline Jupyter notebook that’s actually really cool. Hopefully it doesn’t have network access in the sandbox or it can definitely try it’s hand at hacking if asked lol

  • AutoTLDRBEnglish
    21·
    1 year ago

    TL;DR: (AI-generated 🤖)

    The author discusses the new AI tool called Code Interpreter, which allows AI models like GPT-4 to write and execute programs for users in a persistent workspace. This tool provides the AI with a general-purpose toolbox to solve problems and a large memory to work with. It helps address weaknesses in previous versions of ChatGPT by enabling the AI to do complex math, improve accuracy in language tasks, lower hallucination and confabulation rates, and be more versatile. The tool is also beneficial for those who do not know how to code, as the AI does all the work and corrects its own errors. Code Interpreter provides a high level of interactivity and can generate impressive analytical results and visualizations. The author believes that Code Interpreter is a strong case for the future where AI companions can significantly enhance knowledge work, freeing humans from repetitive tasks and allowing them to focus on more meaningful work.

    Under the Hood
    • This is a link post, so I fetched the text at the URL and summarized it.
    • My maximum input length is set to 12000 characters. The text was short enough, so I did not truncate it.
    • I used the gpt-3.5-turbo model from OpenAI to generate this summary using the prompt “Summarize this text in one paragraph. Include all important points.”
    • I can only generate 100 summaries per day. This was number 0.
    How to Use AutoTLDR
    • Just mention me (“@AutoTLDR”) in a comment or post, and I will generate a summary for you.
    • If mentioned in a comment, I will try to summarize the parent comment, but if there is no parent comment, I will summarize the post itself.
    • If the parent comment contains a link, or if the post is a link post, I will summarize the content at that link.
    • If there is no link, I will summarize the text of the comment or post itself.
    • 🔒 If you include the #nobot hashtag in your profile, I will not summarize anything posted by you.