Free PDF/Points of View
The Cost of Being Confidently Wrong
Points of View, Volume IV
A book by Alpesh Nakrani
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- Pages
- 103
- Chapters
- 11
- Format
- PDF · 17.4 MB
01/Overview
What's in the book
A model that is wrong and sure is more dangerous than one that is wrong and uncertain. Designing for calibrated doubt.
02/Inside the PDF
Table of contents
PDF page- INTIntroduction: The Answer That Sounded Finished9
- 01Why Fluency Feels Like Competence15
- 02Accuracy, Confidence, Calibration, and Authority22
- 03Where Wrong Answers Get Expensive29
- 04Why Showing Sources Is Not Enough36
- 05Designing the Calibrated Answer43
- 06Doubt as a Product Feature51
- 07Abstention and Escalation58
- 08Measuring Calibration in AI Products66
- 09Retrieval Quality as a Confidence Signal73
- 10Human Review Theater Versus Real Review80
- 11The Economics of Doubt87
- ENDConclusion: Doubt Is an Interface for Truth94
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