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Published · transcript-backed

Shreya Shankar: belief

25 Sept 2025 Lenny's Podcast Why AI evals are the hottest new skill for product builders | Hamel Husain & Shreya Shankar (creators of the #1 eval course)

“I think you can if you want to, but the whole game here is about prioritizing. You have finite resources and finite time, you can't write an eval for everything, so prioritize the ones that are the more pesky areas.”

— Shreya Shankar

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Speaker
Shreya Shankar
Attribution
Verified speaker
Claim type
belief
Recorded
25 Sept 2025
Publisher
Lenny's Podcast

Transcript context

…Got it. Say you found a problem, you fixed it. In traditional software development, you'd write a unit test to make sure it doesn't happen again. Is your insight here is, "Don't even bother writing an eval around that if it's just gone"? I think you can if you want to, but the whole game here is about prioritizing. You have finite resources and finite time, you can't write an eval for everything, so prioritize the ones that are the more pesky areas. Probably the ones that are most risky to your business if they say something like Mecha Hitler, Grok.…

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