The Oldest Wings on the Water
So there I was...
This morning I was reading an article after the mile, and we had company in the water again. Dragonflies, dozens of them, working the air over the pool while my wife and I swam our breaststroke, the hummingbirds handling the feeder like always. They were there last night too, patrolling over us at sunset for the evening swim, and one of them kept landing on the same corner of the coping like a foreman checking on the job twice a day. Two swims, one audience. You start to feel watched. You also start to pay attention.
Here is the thing about a dragonfly, and I promise this is going somewhere. It is one of the oldest working designs on this planet. Three hundred million years, give or take, and the blueprint has barely moved. Wings came and went for a lot of other species. Whole categories of flyer showed up with newer technology, and the dragonfly is still out there over my pool, out-flying all of them, because what it invested in was never novelty. It was capability, refined until nothing could touch it.
The article, in Forbes, is Serenity Gibbons making a case I have been waiting for someone in the business press to make this plainly: AI governance is becoming a corporate competitive advantage. Not a compliance cost. Not a brake. An advantage. Gartner is warning that companies without sufficient governance controls may be forced to roll their AI initiatives back, which is a polite way of saying the fastest adopters with the weakest foundations get to do it all twice. And the executives she quotes keep circling one idea: AI is a force multiplier. It multiplies whatever competence you already have.
Sit with that word, multiplier, because it is doing more work than the AI is. A multiplier has no opinion about what it multiplies. Hand these tools to a team with deep domain knowledge and trained judgment, and you get that team, amplified. Hand them to a team that cannot tell a good answer from a confident one, and you get those mistakes, amplified, at a speed no human process was ever built to catch. The tool does not care. It never has. Anything times zero is zero, and it stays zero no matter how much you spend on the multiplication.
Which is why the first recommendation in the piece is the one I want to push on, hard, because I think most companies will nod at it and then do the opposite. Invest in human expertise first. I have watched what usually happens to that sentence inside a budget cycle. The tools get a line item, a vendor, a rollout team, a dashboard. The humans get a lunch-and-learn and a PDF called Responsible AI Principles that nobody can quote a single line of by Thursday. That is not an investment in judgment. That is a poster. Judgment is a capability, and capabilities are built the way the dragonfly built flight: deliberately, repeatedly, over time, with practice against real conditions. People have to work real decisions, argue real cases, sit with who gets affected and who is not in the room, until good judgment stops being a document and starts being a reflex. That takes hours and money and somebody senior who owns it. If your ethics training fits entirely inside a compliance module, you have bought a poster, and the multiplier will find the zero.
And here is the competitive part, the part Gibbons has right. Your competitors can buy your exact model tomorrow. Same vendor, same version, same price. The models are the most commoditized advantage in business history. What they cannot buy, at any price, is a workforce that has spent years getting the judgment right, the discipline into reflex, the governance into muscle instead of paperwork. That asset compounds quietly, and it does not transfer, and it is sitting in your budget right now disguised as a soft cost.
The dragonflies will be back over the pool tonight. Newer flyers everywhere, and the oldest wings on the water are still the standard, because the investment never stopped.
So, one question for your next planning cycle. Every company now owns roughly the same multipliers.
What exactly are yours multiplying?
Source: Why AI Governance Is Becoming a Corporate Competitive Advantage, Forbes
#AI #AIGovernance #HumanCapital #Leadership #EthicalDecisionMaking #CompetitiveAdvantage #STIW