01 / Selected System
IMPRINT
Identity preservation, by measuring cognitive drift.
IMPRINT is the identity preservation engine. It records a cognitive baseline — how you actually think and write — then measures cognitive drift: how far your thinking has moved from that baseline as you delegate more work to AI. The Drift Score composites four weighted signals, and the method is published in full.
Identity Preservation System
The identity preservation engine defending the human mind against AI dependency.
“Most people will never notice the moment their instincts begin disappearing.
The writing still sounds intelligent.
The output still looks polished.
But underneath the surface, the machine has slowly started thinking for them.
IMPRINT was built to detect that moment.”
System Architecture
Tactical Capabilities
Baseline Imprint
Core identity mapping and preservation.
The Forge
Interactive scenario stress-testing.
The Mirror
Socratic reflection on your own thinking.
Drift Score
Quantified measurement of dependency.
Skill Vault
Cryptographic proof of human capability.
Calibration Sessions
Guided cognitive reclamation.
Human Circles
Verified non-synthetic interactions.
Identity Credential
Immutable proof of self.
Published in Full
The Written Layer
IMPRINT publishes its own method, its sources and its limits. These are the pages, on the product's own domain.
Methodology
How the Drift Score is calculated↗
Four weighted signals — 40 / 25 / 20 / 15 — the exact formula for each, the fallback values, the score bands, and a limitations section as long as the explanation.
Research
The research on AI and cognition↗
A curated index of the work on cognitive offloading and AI reliance — each study summarised with what it does not establish.
Glossary
The cognitive drift glossary↗
Fifteen defined terms: seven from the literature, eight IMPRINT defines — Echo Drift, Drift Score, cognitive baseline and the rest.
FAQ
Thirty answered questions↗
What drift is, how it is scored, what the research does and does not show, what data is kept, and what it costs.
