The machine isn’t the only instrument in the room.
You are one too.

SHaDS™ names the five ways the output goes not-right. APC™ names what pressure does to the person reading it. Everyone who signs off AI work sits somewhere on this dial — the drive that fuels you, the mode you defend in. Calibration is knowing your reading before pressure moves the dial.

Launch the calibration tool → All tools The manager’s sheet → The radial view →

Private preview — the live instrument asks for an access word. A behavioural calibration aid, not a clinical or psychometric test; nothing is stored or transmitted.

NGE · the drive to be right

FOF · the fear of being wrong

HUNTER

FARMER

you

today, under this deadline, on this task

engine underneath: shame — named, so it can be worked with

A proper insight into APC · the positioning paper

Who does this person become when pressure arrives?

The working blueprint behind the instrument: what APC calibrates, who it is for, the Hunter–Farmer reconciliation, and the Shame-Response theory underneath. Seventeen sections. The item bank and the scoring model are held as trade secret; the thinking is on the record.

Read online Read the paper · PDF ↓ · Markdown ↓ Paul Roebuck · v1 working blueprint

The pairing

SHaDS™ on the machine shore, APC™ on the human shore. Together they cover the whole gap — that is the claim, and the record shows it being learned.

Calibration services IN PREPARATION

For teams that carry consequence: position-finding, pressure mapping, and the sign-off discipline — delivered as a practice, not a lecture.

The SHaDS™ app MARKER

The checker in your pocket: five letters against any exchange. Named here so the claim is dated; shipped when it’s ready, not before.

SHaDS™ · SHaDSy™ · Additional Intelligence™ · Paul Roebuck IP, 2026.

the Ostracon team p·14/55

The machine isn’t the only instrument in the room.You are one too.

The machine isn’t the only instrument in the room.
You are one too.