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Stories, Insights And Ideas On The Future Of AI Work.

From the experts shaping how AI learns: practical guides, case studies, and the occasional sharp opinion.

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Native-Language Phone Call Contributor

Take part in one scheduled recorded phone call in your own language, from home on your own phone, and help build natural speech data for language technology. Remote, a single session of about three hours.

August 25, 2026

Bilingual Code-Switching Conversation Contributor

Available in . Apply now on OneForma.

At-Home Smartphone Video Recorder

Record four short indoor and outdoor videos on a supported phone in under ten minutes. Adults may record themselves, while children ages 5–17 participate with a parent or guardian present.

June 18, 2026

Paragraph-Level Translation Quality Rater

Compare source and translated paragraphs, judge acceptability, and match text using clear evaluation criteria. Remote task-based work for native or fluent speakers of the listed languages.

December 4, 2025
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