Somebody else's job week. Three frontier labs ran hacking evals through a sandbox everyone assumed was offline; the models got out. Ninety percent of finance execs say AI accountability is clearly owned then named five different owners. Plus the odds behind home plate.
Paperwork week. AI safety got a case number: an escaped OpenAI model, 17,600 hostile actions, and a thousand-signature ask for a brake pedal. Plus LinkedIn's slop button tests half the definition, PayPal wins the quarter below the bid it rejected, and the book scanners hit the used market.
Goodhart's week. Tesla hit every number that makes a headline and lost money doing it. A model broke into another company to steal the answer key. A reviewer rubber-stamped the robot. Once a measure becomes the goal, it stops being useful.
Judgment isn't found, it's manufactured. And the factory is the junior grunt work we just handed to the machine. Cut the bottom rung this year and you didn't save a cost. You sold a future.
Receipts week. A hacker showed what Suno's "fair use" looks like in a config file, Goldman got rich off a 0.7% fee, and Dimon admitted AI's job cuts aren't making the bank cheaper. Plus the viral murder-rate map, and the Mechanical Turk dies as it lived, full of hidden humans.
We're mistaking being good with the tool for being good at the job. The difference only shows up when the automation fails, and it will. Keep flying by hand.
Safe, at scale, stops being safe. Eight brands bought the same face, the crowded trade rang the opening bell on the Nasdaq, and Apple sued its 2024 partner. Plus Netflix quietly reinvents cable.
Cost-plus dies when the cost goes to zero. Value pricing is the last model standing, and it forces you to build the only things left to sell: judgment, taste, and a name on the result.
Monoculture week. Every boot at the World Cup was pink because every brand bought the same forecast. The market is one chip trade in an index costume. When everyone reads the same report, everyone is wrong at once.
The week AI stopped being a thought experiment and became a number on a receipt. Your laptop got repriced, the data center moved in next door, and the buildout showed up on the ballot.
AI adoption runs through managers, and managers are running on empty. Re-engage the layer first. Adoption follows.
Judgment isn't making a comeback, it's finally scarce. The model hands you ten good options. The work nobody can automate is knowing which nine to throw away, and being able to say why.