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The AI Pilot · № 10

Voice Clone

Built an AI that produces work in a distinctive voice or style, and passed a blind test where evaluators couldn't reliably tell AI output from the source's real work.

The idea

The blind test is the bar. If evaluators can tell the AI work apart from the source's real work, your kid hasn't earned this one. Iterate until the source themselves can't reliably pick their own work out of a lineup. That's a real bar, not a vibes bar. The work to get there, the data prep, the fine-tuning, the prompt engineering, is what makes the skill durable.

Steps
  1. Pick the source: voice, style, or visual.
  2. Train the AI on the source. Iterate.
  3. Run a blind test.
  4. Iterate until the blind test fails.
What counts

AI output indistinguishable from the source in blind testing. The blind test results are plenty.