Hamel Husain: You don't need domain expertise to start useful AI evals
HamelHusain · x · 2026-09-29
In their AI Evals FAQ, Hamel Husain and Shreya Shankar argue non-experts can contribute plenty: reviewing data surfaces low-hanging issues like chatbots confused by fragmented SMS-style messages, missing query disambiguation, absent logging/traces, and over-reliance on text over UI affordances. Watch how experts review examples, then build better annotation interfaces; leave specialized judgments to experts.
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