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Hard Truths From the AI Trenches - Jason Liu

jxnl.github.io · 1,405 words · saved by 1 readers

A collection of hard truths from the AI trenches.

Hard Truths From the AI Trenches ¶ I never planned to become a consultant. But somewhere between building machine learning systems and growing my Twitter following, companies started sliding into my DMs with the same message: "Help, our AI isn't working." So I started charging to join their stand-ups. Sometimes I didn't even code. I just asked uncomfortable questions. Here's what I've learned watching companies burn millions on AI. Your AI problems aren't AI problems ¶ The head of AI at a major company once showed me their evaluation framework. They had 23 evals. One of them tested i

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