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Applied AI·August 29, 2026·1 min read

AWS is shutting down Mechanical Turk, which let humans beat AI at certain work tasks

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Mechanical Turk’s 2026 shutdown ends a 21-year experiment in on-demand micro-labor just as AI is absorbing many of those tasks. If you still rely on MTurk-style workflows — for labeling, moderation, or data collection — you need a migration plan that blends alternative labor pools with model-based automation.

Applied AI

Cursor co-founder Michael Truell says OpenAI represents just 5% of Cursor's traffic and Cursor trusted OpenAI to be "neutral"; Musk says he "couldn't care less"

Model vendors are now distribution competitors, not neutral utilities—if 5% of your traffic can be turned off by a partner, your risk is already priced in. Any workflow that routes through a single foundation model provider needs an explicit diversification and failover plan, even if you think you're too small to matter.