AI companies are hiring workers with specialized knowledge to help train generative models
The Facts
- Leading generative AI companies are hiring people with specialized skills and expertise to help train their AI systems.
- The hiring described in the reports includes workers from a wide range of backgrounds, including Hollywood screenwriters and people with niche interests such as hiking.
- Handshake's Christine Cruzvergara said these AI-training roles are among the fastest-growing jobs she is seeing.
- The reports attribute the demand for these workers in part to a need for more fine-tuning and reinforcement as large language models have already consumed much of the available data.
- The hiring trend suggests AI development still depends on human input and domain knowledge, even as companies build systems intended to perform tasks associated with those same fields.
- The broader context for this hiring includes ongoing concern among creative workers that AI could replace or use their work without consent.
How left and right are reading this
- Both agree
- Human expertise remains indispensable to building generative AI: companies are actively hiring specialized workers to fine-tune systems, underscoring that domain knowledge still does crucial work even after large language models have consumed much of the available data.
- They split on
- Whether the story is about workers being asked to help build tools that could weaken their own bargaining power and consent, or about the practical limits of automation revealed by AI companies’ growing need for specialized human input.
Analytical frames for this storyTap to explore
Context
What kinds of workers are being recruited for AI training?
The reports say AI companies are seeking people with many kinds of expertise, including Hollywood screenwriters and even hobbyists such as hiking enthusiasts, to help make models more capable in specific domains Aol,CBS News.
Why are companies paying humans to train AI now?
According to Handshake executive Christine Cruzvergara, large language models have already consumed much of the available data, so companies now need more fine-tuning and reinforcement from people with relevant knowledge Aol,CBS News.
What remains unresolved about this trend?
The sources show a tension between AI companies' need for human expertise and concerns from some creative workers that AI may replace them or use their work without consent; the articles do not resolve how that balance will play out across industries NDTV,CBS News.
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