Closed Door

A reading room

Closed Door

Preference falsification. What they said in public, and what they said when they thought the door was closed.

People do not have one preference. They have a preference they can afford to show. Closed Door is a reading room of cases where the affordable sentence and the private sentence both survived — because a court, a Congress, a whistleblower, or a settlement dragged the second one into the light. The point is not that companies lie. The point is to see the split clearly enough that you start noticing it in rooms that have not been unsealed yet.

Ten rooms

All rooms

Rename the data, rename the Slack

OpenAI × Books1/Books2

Today’s ChatGPT was not trained on those datasets.

Libgen1/2 became Books1/2; excise-libgen became project-clear.

walk-backOpenAI · 2018–2025
Open room

Testimony versus Workplace research

Instagram teens

Instagram is helpful for most teens; the research is complicated.

We make body-image issues worse for one in three teen girls.

testimony gapMeta · 2008–2021
Open room

Tours

Sequenced paths. Twenty to forty minutes. The product is finishing one of these, then noticing the next rename.

Compare the same move in two rooms: Meta LibGen vs OpenAI LibGen. Or read by person.