More Builders. Fewer Commentators.
Most companies have too many people talking about the work and not enough people doing it. That is not an accident; it is what got rewarded. Comment on the proposal, review the deck, join the working group, attend the alignment meeting, add your thoughts to the shared doc.
All of it looks like contribution. Most of it is not.
AI has made this problem impossible to ignore, because now anyone can build a first version of almost anything. A marketer can prototype a campaign, a product manager can mock up a flow, a salesperson can put together a demo, a support lead can draft the workflow, a manager can build the dashboard. The old excuses — “I’m not technical”, “I’d need someone to build that”, “let me write up my thoughts first” — are gone.
You can keep commenting. Or you can start making.
Here is what too much commentary actually costs you. A team is debating whether to redesign their onboarding flow, so someone writes a proposal, and over the next two weeks fourteen people comment on it. A few comments are good; most are noise dressed up as diligence — “Have we considered the edge case where…”, “This might be worth discussing with…”, “I wonder if we should also think about…”. The proposal does not get better. It gets bigger. The scope expands, the decision gets harder, and a month later someone books a meeting to “align on the direction.”
Meanwhile, one person quietly spends two hours building a rough prototype with AI. It is not polished and it does not answer every question, but it is real: you can click through it, you can show it to a customer, and it exposes the three actual problems with the original idea in about ten minutes. That prototype did more than all fourteen comments combined.
The comment asked a question. The prototype answered one.
Good feedback is not the enemy — bad feedback dressed up as good feedback is. A comment earns its place by doing one of three things: making the work better, making the decision clearer, or offering a better alternative with someone willing to own it. Everything else is just friction with a professional veneer.
So the next time you are about to leave a comment, stop and ask yourself: could I spend thirty minutes building something instead? Not a better document, not a longer comment, but something real — something someone can react to, poke at, or ship.
That is the shift AI makes possible: not from human work to AI work, but from opinion to evidence, from commentary to creation.