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