4 sources healthy · latest episode 9 Nov 2026
causal claim

For some classes of problems, thoughtful agent-readiness and verifiability design can support auto-approval in a portion of cases.

Mihail Eric · [One Million AI Engineer Special] How Stanford Teaches AI-Native Engineering — Mihail Eric, Monaco · 8 Nov 2026

In their words

The transcript segments this claim was taken from

“So a lot of, I think, what I wanna touch on here is just that, that middle ground, right? Which is like there are, there is a class of problems that if you've put in thoughtful design into your agent readiness, you've put in thoughtful design around your verifiability, there's a class of problems that you can feel comfortable, you know, some percentage of the time essentially like auto-approving.”
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