AI usage is up 13%. Confidence is down 18%.

ManpowerGroup's 2026 Global Talent Barometer—14,000 workers, 19 countries—found that the more people use AI, the less confident they feel using it. Over half the global workforce reported receiving no recent training.

But that's the general workforce. What about the industries that are actually good at this?

The creative and tech industries are full of people who've been adopting new tools every few years for their entire careers. Tool fluency isn't just a skill for them. It's part of their professional identity. They chose them. Invested years in them. They define part of what they do through their ability to use them.

These people aren't losing confidence in AI. They're fluent. They're integrating it already.

And they're the ones most exposed to value erosion. The slow compression where briefs get smaller, timelines get tighter, and the client increasingly wonders whether AI can just do this part.

Last week a client needed hundreds, potentially thousands, of product CGI renders. They didn't ask about AI. But the elephant in the room was waving its trunk, so I addressed it.

I could do this in a quarter of the time and for half the price if we went 100% gen-AI. Let that sink in. But you need to think carefully about what you're buying.

Two things.

The deliverables won't be non-destructive assets. No layered PSDs or TIFs. You'll get a PNG or a JPG. You can't stir the milk out of that coffee—to make changes in the future, you'll either fudge it or regenerate from scratch. For a future-proof asset library, that's a problem.

And with the exception of the UK, in the EU and most of the US, AI-generated branded images won't be copyrightable. Your client won't own the IP. They're essentially public domain.

The client's question: how can we do this as efficiently as possible 𝘸𝘪𝘵𝘩𝘰𝘶𝘵 AI?

But here's the thing. If they'd gone the other way, I'd have been fine too.

Accept the limitations? I deliver faster, earn less per project, move on. But I've demonstrated I understand the landscape well enough to be trusted with the next decision. They come back.

Want the full asset library? They now understand exactly why it costs what it costs. The brief didn't get more expensive. The value got clearer.

Either way, I'm no worse off. Neither is my client.

That's what confidence built on actual tool fluency produces. Not anxiety. Not resistance. Clarity. Knowing the black from the white and every shade of grey in between. It's not always a red pill or blue pill decision—most real briefs land somewhere in the middle, and the value is in knowing exactly where.

The ManpowerGroup confidence gap is real—it measures what happens when people are handed tools without context or understanding. But in the industries where tool adoption runs deep, the problem isn't confidence. It's whether the market will continue to value the clarity that comes with it.

That's up to the people in the room. Not the tools.