4 sources healthy · latest episode 9 Nov 2026
descriptive claim

Boris's artifact has four stages rather than eight and, in the speaker's view, roughly follows a progression from no adoption to full adoption.

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

“Right. Yeah. Uh, I haven't seen this. I've seen a version of this from Boris, actually. Obviously, more geared toward cloud use cases, but I remember he made, like, a cloud artifact which showed, uh, I think more at the team level.”
“But I think he had four stages, not eight stages, but it kind of rough-roughly followed the same progression of, like, no adoption to through to, you know, I guess full adoption.”
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