AI Evaluations Clearly Explained in 50 Minutes - Real Example

AI Evaluations Clearly Explained in 50 Minutes - Real Example

Peter Yang via YouTube Direct link

28:52 The agreement metric trap that fools most PMs

5 of 7

5 of 7

28:52 The agreement metric trap that fools most PMs

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AI Evaluations Clearly Explained in 50 Minutes - Real Example

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  1. 1 00:00 What the most valuable part of evals is
  2. 2 01:25 Live walkthrough: Analyzing 100 real production traces
  3. 3 09:50 Creating the eval criteria using a simple spreadsheet
  4. 4 24:44 Why binary pass/fail ratings beat 1-5 scores every time
  5. 5 28:52 The agreement metric trap that fools most PMs
  6. 6 30:08 True positive and negative rates explained
  7. 7 36:00 How to set up continuous evals in production

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