Interesting video about dark code - code that isn't understood and how it's a liability, but it also explains how we can account for this against the expectation of high volume with AI.
How to apply this to UX:
Design that ships faster than anyone understands it is a liability. Build the smallest set of mechanisms that force comprehension before generation, inside the artifact, and before the handoff — then let the team move as fast as it can.
(Attached my markdown file translating the dark code concept to design.)