Motivated novices will just learn differently, and produce different kinds of systems for different audiences with different expectations.

Some will dig into obscurities that LLMs don't or can't touch, others will orchestrate the tools, Gastown-style, into some as-yet-unknown form.

People will vibe themselves into a corner and either start learning or flame out.