Every industry that has ever faced a rule has said the same sentence, word for word, for a hundred years: regulation kills innovation. It’s the corporate version of the dog ate my homework, and it has roughly the same evidence behind it.

The sentence has a rich history. The people who made cars swore that safety requirements would destroy the automobile. The people who ran factories swore that pollution rules would end industry itself. The people who sold cigarettes, well, you know that one. In every case the industry survived, usually thrived, and the graveyard of things the rules actually killed turned out to be full of products that were killing people. The sentence has been wrong so consistently, for so long, that you could almost admire the commitment.

Now, honesty first, because this series promised it. Sometimes the sentence is true. Bad rules exist. Paperwork can strangle small players while the giants shrug it off with a legal department. Clumsy regulation has real costs, and anyone who tells you otherwise is selling a different bedtime story. I’ll make that case properly in a few days, when it’s my turn to argue against myself, and I’ll mean it.

But look at what the sentence smuggles past you. It treats innovation as one sacred blob, all of it precious, any loss a tragedy. Innovation isn’t a blob. It’s a direction-less engine that produces cures and poisons with equal enthusiasm. A good rule is not a brake on the engine. It’s a filter on the output. When trials became mandatory for medicines, the filter removed one specific category of innovation: creative new ways to poison customers. Every other kind of medical invention kept right on coming. Aviation’s golden age, the jet era, the safest and most inventive stretch in its history, happened entirely under the referee’s whistle, not before it. The rules didn’t kill innovation. They killed the innovations that killed.

There’s a second thing the sentence hides: safety is itself a product, and rules created the market for it. Nobody would board planes at all if flying were still a coin flip, which means the entire industry runs on trust the referees built. Crash testing, avionics, monitoring, the whole apparatus of making dangerous things boring: those are industries too, invented because someone was finally required to care. Trust is the most underrated output of regulation, and it’s the one input every technology company says it desperately needs from the public right now. Funny.

And then there’s the tell, my favorite part. Notice who says the sentence. It is always, without exception, spoken by the people who would pay for the rule. Never by the people the rule would protect. You have never heard a patient argue that drug trials kill innovation. You have never met a passenger upset about the checklist. The sentence travels exclusively in one direction, from balance sheets toward the public, and that asymmetry tells you more than the words do. When someone warns you that protecting you would be bad for you, check whose homework the dog supposedly ate.

With AI, the sentence is having its biggest year ever. Any testing requirement, any liability clause, any disclosure rule, and there it is, wheeled out within the hour: this would kill innovation, hand the future to rivals, strangle the miracle in its crib. Same words the car men used. Same words the tobacco men used. The product changed. The homework excuse didn’t.

So here’s tonight’s exercise, and it’s a fun one to run in the wild. Next time you hear regulation kills innovation, ask one question, out loud if the setting allows: which innovation, specifically, would die? Make the speaker name it. Watch what happens. Because the honest answer is usually a product that shouldn’t survive, and the speaker knows it, and the entire power of the sentence depends on nobody ever asking for the name.