Having Claude calculate which beers are the best deal at the bar based on price to alcohol from a picture of the menu is currently a massive party trick.
Outside of programmers, almost no one has actually seen AI be useful for anything except do a barely acceptable job at a task they could have done better if they felt like it.
Not all programmers with AI mandates have seen this yet either.
It’s solving open problems in mathematics that stumped humans.
"If they felt like it" is key here: in my experience, AI makes it very easy to not feel like anything and just trust whatever the AI comes up with. The barrier to diving deep into code, or researching any other topic by myself, has become higher.
At the same time the barrier to getting some results has become much lower, especially for complex topics I knew nothing about. So that seems great, but I keep running into cases where I do check sources and the AI turns out to have summarised it incorrectly.