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Guides to AI training work

What these platforms actually pay, how to get accepted, and which ones are worth your time, written from the listings on this site.

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Platform: Scale AI

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  • Is Outlier AI legit? Who runs it, how it pays, and what contributors report

    Outlier is a real platform operated by Scale AI through a subsidiary called Smart Ecosystem Inc., and it pays weekly through PayPal, Airtm or ACH. Its degree rule, unpaid onboarding and uneven task supply are what catch people out. Here is what Outlier publishes about itself, what happened at Scale AI in 2025, and what contributors say.

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