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Human 3.0—The Skills & Mental Frames Required To Thrive In An AI World

Unsupervised Learning

00:00

AI Security and Trust

  • Don't blindly trust raw LLM output, especially for critical tasks.
  • Implement multi-layered verification using AI and human experts.
  • Subject AI-generated content to a pipeline of checks before use.
  • Apply varying scrutiny based on task importance (e.g., jokes vs. medical diagnoses).
  • Ensure consensus from diverse expert AIs before accepting critical results.
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