STUMP - Meep on public finance, pensions, mortality and more
STUMP - Death and Taxes
Don't Use ChatGPT for Numbers (Right Now)
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Don't Use ChatGPT for Numbers (Right Now)

Unless you're ready to check....

I originally meant to talk about Japan’s demographic problem, but I decided to talk about chatGPT instead because of a footnote on an article on Japan. Ain’t that the way. So I think through how technology has changed the corporate workplace over the last 50 years….and how awful chatGPT is (currently) at doing quantitative work. Because that’s not what it’s for.

STUMP - Meep on public finance, pensions, mortality and more is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber.


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Virginia Postrel

Virginia's Newsletter
Japan's Old Age Crisis and Ours to Come
Netsuke photos from Metropolitan Museum of Art The days of our years are threescore years and ten; and if by reason of strength they be fourscore years, yet is their strength labour and sorrow; for it is soon cut off, and we fly away. —Psalms 90:10, King James Version…
Read more

Her footnote:

Using ChatGPT, I got a bunch of potentially useful data on the percentage of various national populations over 80 from 1920 to the present. But I can’t be sure the AI isn’t making stuff up and by the time I find the numbers on the cited sources I haven’t saved any time. ChatGPT has an enormous advantage at rummaging through databases but that isn’t any good if I can’t trust it. And it looks like it was wrong.

goActuary threads on chatGPT

ChatGPT to actually get some work done

ChatGPT and Education

Embed in Excel:

chatGPT chatbot

https://openai.com/blog/chatgpt/

chatbot exam

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STUMP - Meep on public finance, pensions, mortality and more is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber.

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STUMP - Meep on public finance, pensions, mortality and more
STUMP - Death and Taxes
Meep (Mary Pat Campbell) talks about mortality trends and/or public finance issues, usually with a connection to current events.