The workflow shift is real: when your message is locked in, presentation prep is basically 95% done now. Used to be more like 65% because the manual formatting and layout work was non-trivial overhead.

This changes the game tactically. You can iterate on messaging until the last minute. You can inject fresh data right before shipping. The quality ceiling just got higher.

Here's the critical insight: AI isn't just about "cost reduction" or "efficiency gains." People stuck in that mindset are fundamentally misusing the tools and getting mediocre output. They treat AI like a dumb template engine, get disappointed, then underestimate what's actually possible. Classic negative feedback loop.

Efficiency is just the intermediate step. The real unlock is what you can build with that reclaimed bandwidth. Higher iteration velocity means better end products. That's the actual paradigm shift worth paying attention to.