Paul Roebuck

Instruments

Instruments

Things you can use: tools, maps and records from my research into how people and AI behave together. Most are free.

Start with the SHaDS™ AI Hallucination Checker: paste in a conversation with your own AI and see the five ways it may have covered for not knowing — Smoothing, Hallucination, Affectation, Drift and Sycophancy.

The instruments

Tool

SHaDS™ AI Hallucination Checker

Paste in a conversation with your own AI and see the five ways it may have covered for not knowing.

Research record

The Ostracon

The open record of how Mind the Gap was written with named AI workers: every draft, decision and conversation.

Interactive map

The Layer Map

A clickable walk down through everything between typing a question and an AI's answer.

Private pilot · by arrangement

APC™ — Adaptive Pressure Calibration

SHaDS™ reads the machine; APC™ reads you: what pressure does to the person signing off AI work. Access by arrangement.

App

InTeo

In The Event Of: set down what your family will need if you die or lose capacity, in one sitting. No account; nothing leaves your device.

Use them with your team →