A companion satire to Auditing Mechanistic Interpretability
A government office with walnut counters, amber lamps, and a pneumatic tube system. Above the central desk hangs a brass sign: CLAIMS PROMOTED WHILE YOU WAIT.
CLERK
Next.
A researcher approaches carrying a small paper envelope.
RESEARCHER
We found a linear direction that predicts whether the model will later mention deception.
CLERK
Very good. Recoverable, held out?
RESEARCHER
Yes.
CLERK
Causal?
RESEARCHER
Not yet.
CLERK
Stable across paraphrase, tokenization, layer, model version?
RESEARCHER
Not yet.
CLERK
Excellent. Standard promotion.
He stamps the envelope:
RESEARCHER
That is not what we said.
CLERK
Correct. What you said remains in the supplementary material.
A polished escalator rises through the room. Brass labels mark each landing:
CLERK
Please stand to the right. Promotion occurs automatically.
RESEARCHER
Shouldn’t each step require new evidence?
CLERK
That is what the arrows are for.
RESEARCHER
The arrows are not evidence.
CLERK
They are directional.
A technician rolls in a damaged model on a hospital trolley.
TECHNICIAN
We ablated the proposed circuit. Performance dropped. We inserted a substitute activation. The answer returned.
CLERK
Process restored.
TECHNICIAN
No, behavior restored. The internal trajectory is completely different.
CLERK
The patient answered correctly.
TECHNICIAN
Through a bypass.
CLERK
A healthy bypass.
He attaches a gold seal:
Three auditors enter carrying different feature dictionaries.
AUDITOR ONE
I found twelve features.
AUDITOR TWO
I found thirty-seven.
AUDITOR THREE
I found one rotating subspace.
CLERK
Wonderful agreement.
AUDITOR ONE
We disagree on the ontology.
CLERK
But you all used the word “found.”
He files the three reports under:
A red light flashes.
SYSTEM
Claim failed under translation.
CLERK
Out of domain.
SYSTEM
The claim was language-independent.
CLERK
Then the domain was overconfident.
SYSTEM
The claim failed under paraphrase.
CLERK
Adversarial wording.
SYSTEM
The claim failed under the original wording.
CLERK
Replication attack.
A statistician arrives with a chart.
STATISTICIAN
The proposed mechanism explains seven percent of the mediated effect.
CLERK
Excellent. Round to one mechanism.
STATISTICIAN
There are alternative paths.
CLERK
Place them behind the residual curtain.
A velvet curtain labeled UNEXPLAINED BUT PROBABLY BORING is drawn across half the room.
A monitor sits on a pedestal. It rings whenever a red card is shown.
CLERK
How robust?
ENGINEER
It detects the benchmark.
CLERK
Adaptive attack?
ENGINEER
Not tested.
CLERK
Monitor-aware model?
ENGINEER
Not tested.
CLERK
Deployment shift?
ENGINEER
Not tested.
CLERK
Then it is uncontaminated by failure.
He appoints the monitor Director of Alignment.
The pneumatic tubes begin firing envelopes into the press room.
RESEARCHER
Can I have my original claim back?
CLERK
Certainly.
He returns a tiny receipt.
Original claim: locally recoverable under stated conditions.
Promoted claim: the model has revealed its inner thoughts.
Difference: institutional handling fee.