There are links to sources for every piece of data in the article.
There are links to sources for every piece of data in the article.
One of the most crucial points "Training an AI model emits as much as 200 plane flights from New York to San Francisco"
This seems to come from this blog https://icecat.com/blog/is-ai-truly-a-sustainable-choice/#:~....
which refers to this article https://www.technologyreview.com/2019/06/06/239031/training-...
which is talking about models like *GPT-2, BERT, and ELMo* -- _5+ year old models_ at this point.
The keystone statement is incredibly vague, and likely misleading. What is "an AI model"? From what I found, this is referring to GPT-2,
I couldn't find any great sources for the 200 plane flights number (and as you point out the article doesn't source this either), but I asked o1 to crunch the numbers (4) and it came up with a similar figure (50-300 flights depending on the size of the plane). I was curious if the numbers would be different if you considered emissions instead of directly converting jet fuel energy to watt hours, but the end result was basically the same.
[1] https://www.numenta.com/blog/2023/08/10/ai-is-harming-our-pl...
[2] https://www.ri.se/en/news/blog/generative-ai-does-not-run-on...
[3] https://knowledge.wharton.upenn.edu/article/the-hidden-cost-...
[4] https://chatgpt.com/share/678b6178-d0e4-800d-a12b-c319e324d2...
All of that is crazy in terms of environmental destruction but this makes AI training seem nothing to focus on to me.
If you think the numbers I used are wildly off I'd really appreciate any source saying so and I'll update the post with the correct amounts.