meta_pixel
Tapesearch Logo
Log in
Forbes Daily Briefing

A Growing Side Hustle For American College Grads: Fixing AI’s Wrong Answers

Forbes Daily Briefing

Forbes

Careers, Business, News, Entrepreneurship

4.612 Ratings

🗓️ 10 March 2025

⏱️ 5 minutes

🧾️ Download transcript

Summary

As AI models get more complex, so do the tasks carried out by humans to train them. It’s given $14 billion Scale AI a new focus on U.S.-based labor.

See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

Transcript

Click on a timestamp to play from that location

0:00.0

Here's your Forbes Daily Briefing for Monday, March 10th.

0:05.0

Today on Forbes, a growing side hustle for American college grads, fixing AI's wrong answers.

0:12.0

In his day job, Scott O'Neill's most recent struggle was fighting a late January cold snap in Covington, Louisiana, about 40 miles north of New Orleans. A plumbing sales

0:23.3

associate, he said the phone hadn't stopped ringing since temperatures dropped to single digits.

0:28.5

He told Forbes, quote, it's been super busy, freeze, broken pipes. But by night, O'Neill faces a

0:36.3

different set of challenges, training advanced AI models.

0:40.7

He spends several hours a week rating the answers that bots like ChatGPT turn out,

0:45.6

working as a contractor for scale, the $14 billion AI data company.

0:50.9

The tasks vary. Sometimes he'll evaluate an AI response so it's factual and well-written,

0:56.6

and quote, doesn't sound robotic. Or he'll be given two responses and choose the better one.

1:02.6

If they're both bad, he'll rewrite it altogether. O'Neill, who is a degree in web development,

1:08.9

will typically make anywhere from $300 to $1,000 a week for his work,

1:13.4

depending on how many hours he puts in.

1:16.5

O'Neill is one of hundreds of thousands of click workers on Outlier, a platform owned by

1:21.5

Scale, where freelancers complete paid tasks to train generative AI models for Scales' corporate

1:27.2

customers, which include Google,

1:29.3

meta, and OpenAI. He's also part of the fastest growing segment of contributors on Outlier

1:34.9

over the last year. Workers in the United States, Scale told Forbes.

1:41.2

Scale debuted Outlier in 2023, a year after OpenAI's release of ChatGPT, touched off a global

1:47.9

AI frenzy. When an AI model like Google's Gemini or Meta's Lama spits out an answer to a

1:54.2

prompt, a diplomatic email to your boss, the solution to a multi-step physics problem, or code

1:59.8

for a to-do list app,

...

Please login to see the full transcript.

Disclaimer: The podcast and artwork embedded on this page are from Forbes, and are the property of its owner and not affiliated with or endorsed by Tapesearch.

Generated transcripts are the property of Forbes and are distributed freely under the Fair Use doctrine. Transcripts generated by Tapesearch are not guaranteed to be accurate.

Copyright © Tapesearch 2025.