Scale AI
Company that supplies training data, evaluations and AI systems to labs, businesses and governments.
Visit scale.comCoach's summary
A company site, not a course. Useful for understanding the AI data industry; its products are paid and enterprise-only. Scale has faced reporting on contractor pay and conditions.
Key programs
Program details are still being written up. In the meantime, the site itself is the best starting point.
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Hand-picked from the hub based on what Scale AI covers.
Snorkel AI Research & Blog
The free research library and blog of Snorkel AI, the company spun out of Stanford's Snorkel project on programmatic labelling. The papers and posts explain how training data for AI models is actually built — labelling, evaluation sets, and the 'environments' used to train agents. Useful if you want to understand the unglamorous data work behind model quality, which is where a lot of the real jobs are.
Why this: Also about data labeling
Data Workers' Inquiry
Worker-led research and mental-health resources by and for the data annotators who label the material AI systems learn from.
Why this: Also about data labeling
Hot AI Companies and Interesting Trends (next play)
next play's breakdown of the different categories of AI companies hiring right now and where the momentum is heading.
Why this: Also about ai companies
Stop Training Kids for a One-Job Career
Fast Company argues schools should prepare young people for many careers and changes, not a single job for life.
Why this: Filed alongside Scale AI in AI & Future of Work