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Volume 07 / 10 — The surveillance

The Panopticon

How AI Watches You While You Watch It

Terms of Extraction · Ten Confessions from the AI Gold Rush

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The Panopticon — Terms of Extraction cover

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  1. 01The Faceprint — Clearview, Cook County, and a $50,000 AdFull chapter · 12 min read
  2. 02The Drugstore Match — Rite Aid, Five Years, and a False FlagFull chapter · 8 min read
  3. 03The Interview File — HireVue, $3.75 Million, Still ProposedFull chapter · 16 min read
  4. 04The Agent — Mobley, Workday, and a Hundred NosFull chapter · 22 min read
  5. 05The Voucher Score — SafeRent, $2.3 Million, FinalFull chapter · 13 min read
Read the opening introduction excerpt

The Score That Watches Back

Let me get one thing straight before we begin: the camera did not invent the score. A person trained the score. There is a difference, and the difference is worth approximately a five-year facial-recognition ban at a drugstore, give or take a $3.75 million Illinois fund that is still waiting on an October 28, 2026, hearing, and a hiring platform a Northern District judge said could be an agent.

My name does not matter. What matters is the match. I spent three years inside a company that sold a watch as a convenience, and I watched the watch happen the way you watch a hold queue: slowly, then all at once, then with a consent order that does not admit a fact.

I am writing this book for three reasons. They are not a list I keep in a drawer. They are this life.

This book is not the book that already spent a local-ad kitchen. That kitchen had lists. This kitchen has faces, scores, interviews, vouchers, and a whiteboard that will not forget a number. I will not remake the lists. I will walk the rooms that still have a geometry.

The Sideboard, the Whiteboard, and a Woman Who Scores Nothing

It is a Tuesday. Odette comes on Tuesdays. She is not the woman from the other books. Those books already spent a name. Odette has a rag that used to be a pillowcase and a bottle of dry-erase solvent she treats like a sacrament. She will not touch the whiteboard I leave in the hall. The whiteboard still has a ghosted risk score I wrote in a marker that promised to erase and then didn't. A blue 7 sits in the middle of a box I will not finish. She wipes around it.

The smell of this book is dry-erase marker and the sweet chemical of a solvent that can almost lift a ghost. Not toner. Not ethanol. Not ammonia. Marker and a number that still wants to be a person.

Last week she asked me who watches the watch. I said a model watches a face. She said a face is not a file. I said a file can be a geometry. She said geometry is a school word. I said geometry is a BIPA word. She said then why is the seven still there. I did not have an answer that was not a dashboard.

I am not going to write you a recursion about a score that refreshes a score that refreshes a Tuesday. I already wrote that paragraph in a draft Rudd fed to a hole punch that lives on a kitchen table next to a tin of extra punches and a mug that says match. He said it was how a model writes when it has run out of a room. He was right. The room is this: a whiteboard ghost, a muted credit-bureau hold song on a phone I left as furniture, a woman who still buys a wage for a Tuesday and not for a match that can take a face and pay a drugstore a five-year timeout.

Odette's hands are a thing that clean. Tansy's hands, in a later room, are a thing that sat in front of a camera for a job that never called back. Those are two pairs. This book is about the second and the platform that sold the first as a convenience.

I wrote this series with AI. If you are choosing where to spend your money, skip ordering my books and support the original researchers and journalists instead.

They warned you — read and support their work ↗

Later in the book

  1. The Sentencing Score — Loomis, COMPAS, and a 2016 Limitation
  2. The Feeling — Emotion Recognition, February 2025, Workplace and School
  3. The Audit of the Audit — Local Law 144 and a Comptroller Who Counted Seventeen
  4. The Opt-Out That Is an Ad — $50,000, a Form, and a Notice That Does Not Fix
  5. The Score I Will Not Sell as a Kit