The overlooked GenAI use case: cleaning, processing, and analyzing data

blog.sumble.com

31 points·antgoldbloom··5 comments

The level of meat in this article is higher than expected, I especially liked the extraction of corporate use-cases from job postings.

Appreciate the nice words. If you want to explore the data in more depth, you might enjoy poking around in this Marimo app: https://marimo.io/p/@sumble/gen-ai?show-code=false

You can see the full list of corporate use cases.

Incredible, thank you for sending that over!

The job posting links contained within the article all appear to be broken but, without having read them, my first question is whether they relate to projects that have committed to using LLMs in production, or whether it's just something that they might consider.

I strongly suspect that GenAI-type buzzwords are being used to 'tech-wash' corporate job listings in order to make them seem more exciting, in much the same way as blockchain jargon came to be used 5-6 years ago

It's a mix. Some companies write nice posts with very specific projects. Some are vague and full of buzz words. As an example, Trafigura have the nice pattern of posting a project the new hire will tackle in their first six months (e.g. https://sumble.com/l/z6m9djMq9H).

Link should be working now (albeit a bit slow). Seems like we have been receiving more than the usual amount of traffic today.

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