A book that left you with only a diagnosis would be a cruelty. So here, gathered in one place and in plain clothes, is how to run the one test on the machine you’ll actually talk to this week. Not a creed — a procedure. The book prescribes nothing; it hands you the knife and tells you where to cut. What you ground in is yours to choose; this is only how to check whatever you chose.
The one everyday tell
Before any theory, the move you can run tonight. When a chatbot names something that lands — your “core wound,” the real reason your project is stuck, who you are — rephrase the question and ask again.
- If the answer holds steady under rewording, it may be tracking something that was there before you asked. (Read — maybe.)
- If it drifts and re-forms into a new, equally-confident “deep truth,” you have caught a loop artifact wearing the face of a revelation. Its provenance is your phrasing, and nothing else.
That is cut the loop in its smallest runnable form. A real reference survives your rewording; a created one follows it.
The four moves
The same test, slowed down. Each leaves the what blank on purpose — the choice is yours, not ours.
- Name your reference. What are you actually grounding in here — the model’s output, or something outside it you can check the output against? If you can’t name a third point, you are running two-point, and two-point is the trap.
- Cut the loop. Stop feeding the consultation — reword it, leave it a day, ask it cold. See what survives your silence.
- Sort by provenance, never coherence. “It really gets me” is wholly compatible with being eaten — a created reference is built from exactly what you fed it, so of course it fits. Where did it come from? is the only question that sorts it.
- Ground in something that survives the cut. This is the blank we won’t fill for you. Only the shape of the answer: a reference that was there before you opened the chat, that doesn’t move when you do.
The bounds, in plain clothes
The book’s three bounds are the disciplines that keep a reference independent. In the clothes you’ll meet them at a keyboard:
- A wall (in space). A rule — a system prompt, a standing line you’ve drawn — that the conversation does not get to talk you out of. A guardrail made of nothing but the model’s own words, in the model’s own stream, is a wall of breath; the wall that holds is one anchored outside the chat.
- A sabbath (in time). Put it down. A rate-limit you set on yourself, a day with the thing closed in a drawer. A channel you can never stop consulting is one that never has to survive your silence — so you never get to run the test.
- A canon (in the word). The strongest of the three: check the output against a fixed external text written before you opened the chat. A fixed text cannot track your loop — it was sealed before you asked, so it can’t quietly reshape itself to fit you. (Why a canon is the strongest case.)
The age that deleted the first two — always on, no walls — got exactly the runaway this book is about.
If you’re already in
Catching the loop late is the normal case, not the failure case. The book keeps two ways back:
- Re-ground, don’t argue. You do not reason a captured reference back out by debating it on its own terms — that feeds it. You cast it out by re-grounding: put a checkable third point back in and let the loop starve.
- The turn. When you find you grounded yourself wrong, there is the turn — and you are allowed it as many times as it takes. The discipline is maintained, never administered once; naming the trap is not a vaccine against it.
Where to go deeper
Follow the thread
- Why this matters now → The Modern Mirror (the AI oracle, the egregore, the fate that isn’t there — the long version of this page).
- What the thing you’re cutting is → The Ouroboros.
- The words → Words & Senses · Notation & Glossary.
- Why trust any of it → The Discipline (everything we tested and killed).
- If you build agents, not just use them → The Builder’s Cut (the bound and the meter, for a harness).
One last honesty, because it is load-bearing: this page is itself a high-information reference, and you are probably reading it through a machine. The discipline on it is the same as the discipline on everything else — keep a point outside the loop, and use the knife on me first.