Alex Strick van Linschoten • 5/20/2025

How to think about evals

Read Original

This article details the author's takeaways from the first session of a course on 'AI Evals for Engineers and PMs'. It explains the mental model of the 'Three Gulfs' (Specification, Generalization, Comprehension) for diagnosing and improving LLM application development, and touches on practical advice for prompting and systematic improvement loops.

0 comments
#software engineering #artificial intelligence #Mental Models
How to think about evals

Comments

No comments yet

Be the first to share your thoughts!

Browser Extension

Get instant access to AllDevBlogs from your browser

Top of the Week

1
React vs Browser APIs (Mental Model)
Jivbcoop • 3 votes
2
React, useEffect, and Stale Closures: How to Avoid Them with Dependencies and useRef
Jivbcoop • 2 votes
3
Building Type-Safe Compound Components
TkDodo Dominik Dorfmeister • 2 votes
4
Using Browser Apis In React Practical Guide
Jivbcoop • 1 votes
5
Better react-hook-form Smart Form Components
Maarten Hus • 1 votes
6
Introducing RSC Explorer
Dan Abramov • 1 votes
7
The Pulse: Cloudflare’s latest outage proves dangers of global configuration changes (again)
The Pragmatic Engineer Gergely Orosz • 1 votes