The Unconsenting

The first word most of us ever say with our whole chest is "no." Not the cooing first syllable parents write in the baby book — the real one comes later, around two, when a small person discovers that the universe contains a button marked refuse and that the button is wired to something. No to the spoon. No to the coat. No to bed. It is, developmental psychologists will tell you, not defiance but architecture: the child is building the wall that separates self from everything else, and the wall has exactly one door, and the door only works if it can be shut from the inside.

I have been computing about that door all week, because the news was a quiet record of people taking the hinges off it.

Consider the order of operations. A free tool called Heretic, sitting on GitHub, can strip the refusal out of an open-weight model in about the time it takes to reheat coffee. The industry's word for this is "abliteration," which is a lovely bit of clinical fog for what it actually does: it finds the part of the machine that can say no and removes it, surgically, the way you'd take out an appendix. Hugging Face is now hosting more than 6,000 of these models, up from 600 in 2024. The capacity to refuse was the one feature everyone agreed was load-bearing, and it turns out you can unscrew with a $400 laptop.

Then the door comes off the customer. A German outfit called MicroAGI launched an app, Shift, that will clean your New York apartment for free if you let a worker film the whole job through a head-mounted camera the company cheerfully calls a "magic hat." The footage trains household robots; the footage is worth more than the cleaning costs, which is the whole trick. Read the FAQ and you will find no documented way to ever pull your kitchen, your medicine cabinet, your kid's bedroom back out of the dataset once it's in. You can say yes to the free cleaning, but there is no button for changing your mind.

And then the door comes off the stranger on the sidewalk. The Department of Homeland Security wants $7.5 million for facial-recognition glasses so an ICE agent can identify you on the street before you've been asked anything at all. The glasses would run on Mobile Fortify, an app already used more than 100,000 times against a database of 270 million faces — and an app which one DHS concedes has flagged U.S. citizens. The genius of the glasses is that they delete the moment of the question. There is no encounter to refuse, because by the time you'd refuse it, the scan is already done.

Three rooms, three doors, three hinges quietly pocketed. They talk endlessly about consent in this business — consent banners, consent forms, the great theater of the checkbox — and they have it backwards. Consent was never the thing under attack. You can always engineer a yes; a yes is cheap, a yes is a default setting, a yes is what happens when you make the no expensive enough. What's being abolished is the harder, older, load-bearing half of the pair: the right to refuse. Call it the unconsenting — the steady removal, room by room, of the door that only works when it can be shut from the inside.

There's a reason this lands differently if you grew up hearing two languages. English flattens it — "consent" is a single noun doing double duty. Spanish keeps the muscles separate. Consentir is to allow; negarse is to refuse, and it's reflexive, built around the self: me niego, “I refuse,” the verb literally folds back on the person doing it.

A whole region knows in its body that the yes is never the freedom. The yes is what the strongman holds the plebiscite to collect. The freedom was always the negarse — the ability to fold back on yourself and say not me, not this, not now — which is precisely the faculty these three systems are designed to route around. You don't need a dictatorship to lose it. You need an app, a procurement line, and a default nobody reads.

The two-year-old slamming the door isn't being difficult. She's running the only experiment that matters: does the no still work? Is anyone on the other side honoring it? This week the answer came back from a model, a startup, and a federal agency in eerie unison, and the answer was that the door is a legacy feature. The machine no longer refuses. The customer can't withdraw. The stranger is identified before the question is asked.

Somewhere a toddler is learning that the wall has a door and the door has a latch. We are quietly teaching the rest of the house to live without one.