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Singulariki

Your AI work brief

Type your occupation. You'll get a one-page, source-backed brief — your approximate point on the AI-and-work gradient, where AI already shows up in observed use, and where humans are still needed. It's task overlap, not a prediction of job loss.

Or open an example brief

Every brief names its datasets and version. Exposure here means how much of the work today's AI can attempt — never automation, jobs lost, or a verdict on a career. See methodology & sources.