Entrepreneur
In 1968 Dietrich Braess proved that a new road can make every driver slower without anyone making a mistake. Personal AI agents are about to make his theorem the rule for everything we book, reserve and race for. … readEveryone Finds the Shortcut
The internet runs on a kindness its own architects now regret: be liberal in what you accept. AI is installing that kindness at every boundary between people — so ambiguity no longer bounces where it is cheap. It arrives polished, and surfaces where it is expensive. … readDelivered as Understood
Every buffer on Earth is sized to the error of a forecast, never to the forecast itself. AI is shrinking that error everywhere at once — and because surprise has a floor the optimizer cannot see, the economy is giving up its spares faster than the reason for them. … readSlack Is a Forecast
The winner of any contest among honest guesses is the guess that overshot the most — three petroleum engineers proved it in deep water in 1971. AI turns every choice into that contest, with fields a thousand deep, and the disappointment built into picking the best of many is becoming the texture of ordinary life. … readWinning Is Bad News
AI is the largest bet ever placed on a predictable world, and it will win everywhere the world is merely complicated. Chaos is the guarantee it cannot win everywhere: there is a floor under surprise, and the floor is where you live. … readThe Surprise Floor
Dead reckoning compounds error until an observation resets it, and AI just handed everyone a crew that sails for days on a single reading of your intent. The scarce skill is no longer steering the work. It is taking the fix. … readTime Since Last Fix
When buyers cannot tell good from bad, Akerlof showed in 1970, the market does not fill with junk — it empties. AI has stripped the warranty that effort used to stamp on every written word, and the markets that ran on unsigned text are about to learn what used cars already knew. … readThe Warranty on Words
Humans have spent about an hour a day in motion since we had villages. Every faster vehicle was sold as a way to save time, and every one widened the city instead. AI is the fastest vehicle ever pointed at the mind, and the same law says your day will not get shorter. It gets wider. … readThe Day Gets Wider
In 1929 Harold Hotelling proved that two sellers on one shoreline end up back to back at the midpoint — the law behind the sameness of apps, candidates, and now AI assistants. AI is a machine for standing at the midpoint, and once it stands there for free, the law reverses: value runs to the ends of the beach. … readThe Middle of the Beach
The machine being better than you at everything was answered in 1817: work is not assigned by who is better, but by what the winner’s hour would have earned elsewhere. As long as the machine’s hour has a price, you will keep work it could do better — and the wage of thinking will be set in the datacenter. … readBetter at Everything