Saved by Chris Sutton
A Field Guide to Rapidly Improving AI Products – Hamel’s Blog
Over the last 2 yrs, I've helped 35+ companies improve their AI products.
I distilled my approach into this guide, which covers error analysis, synthetic data, eval-human alignment, involving domain experts, optimizing # of experiments & more (1/5)
https://t.co/Kn3hyq5zf2
Hamel Husainx.com
You can’t build AI products like other products.
AI products are inherently non-deterministic, and you need to constantly negotiate the tradeoff between agency and control.
When teams don’t recognize these differences, their products face unexpected failures, they're stuck debugging large c... See more
I'm often asked for the best public example of AI evals done right for a real, production product.
I finally have an answer.
@ttorres shares how she shipped an AI interview coach, and used evals to rapidly squash bugs and improve the product.
Teresa shows how she... See more
Hamel Husainx.com