AIWA "The One Thing" #09: The Gap is the Game.

Anthropic published a must read AI labor market research report last week. Including a data visualization that you can’t unsee once you see it.

Most are reading it as a warning. Instead, read it as a map.

Its "observed exposure" metric compares what AI is theoretically capable of doing versus what's actually happening in the workplace. And the gap is massive.

The blue area is what's possible. The red area is what's happening. The distance between them?

That's where the next wave of competitive separation gets built.

Marc Andreessen named the people who close that gap on Lenny Rachitsky's podcast (01.29.26).

Forget T-shaped. Think E-shaped individuals.

"The additive effect of being good at two things is more than double. The additive effect of being good at three things is more than triple. You become a super-relevant specialist in the combination of the domains."

The models are ready. Organizations and their infrastructure? Not so much.

That’s why E-shaped operators matter at every level of the org, from the C-suite to the individual contributor. Designing the deployment architecture, earning organizational trust for implementation and leading from the front.

“Showing” as opposed to “telling” people how it works.

That’s where these E-shaped operators thrive.

Back in May 2025, I shared a lightweight POV on this. Ontology Aware Intelligent System FTW.

The concepts are the same. But the gap just got a lot easier to see.

Marc’s point about “doing” vs “learning” is the one I keep coming back to:

“So much focus on using an LLM is, ‘What am I going to get it to do for me?’ — which is important. But the other side is, what can I get it to teach me how to do? It's just as good at that.”

The gap between blue and red is the game.

Run at it.