
Judge AI based on Output, Not Mechanism
From Unsupervised Learning by Daniel Miessler
November 22, 2025 · 7 min
About this episode
The episode discusses how to evaluate technology based on its output rather than its underlying mechanisms.
How we can use an output-based system to judge whether or not different kinds of technology achieve understanding or intelligence. Become a Member: https://danielmiessler.com/upgrade See omnystudio.com/listener for privacy information.
People in this episode
Host: Daniel Miessler
Topics covered
- AI evaluation
- output-based systems
- technology understanding
- intelligence assessment
Keywords
- AI
- technology
- understanding
- intelligence
- output-based evaluation
More episodes of Unsupervised Learning
- AI Predicts the Text of Answers · June 3, 2026 · 8 min
- Most Companies Aren't Anywhere Near Ready for AI · May 3, 2026 · 5 min
- We're All Building a Single Digital Assistant · April 15, 2026 · 32 min
- Why AI Will Replace Knowledge Workers · March 21, 2026 · 1h 16m
- Why I Believe in SOTA Models Over Custom Ones · March 11, 2026 · 2 min
- AI Quality Inversion · March 6, 2026 · 1 min
Explore listener stats, chart rankings, contacts and more on the Unsupervised Learning podcast page.