CFFOUNDRY
03 / SCIENCE
03 / SCIENCE
Scientific honesty

KNOW WHAT IS REAL.
Know what is estimated. Know what is imagined.

CardioFoundry is built around a simple scientific obligation: never make measured, model-estimated, hypothetical, or synthetic information look like the same kind of truth.

FILM / SCIENCE
Trust is structural

KNOW WHAT IS KNOWN.
Know how it became known.

One value travels through the system without losing its identity. Then the same machinery distinguishes observed, estimated, and hypothetical information.

OBSERVEDApoB 118
MODEL ESTIMATEDUnknown → estimate
HYPOTHETICALWhat If
01SOURCEorigin retained
02STATEversion identified
03ENGINEinterpreter named
04OUTPUTresult linked
05RECEIPTlineage preserved
ApoB118
VERSIONED STATECF-24.09-AObserved • 2026-09-25
IDENTIFIABLE ENGINET6 / Atherogenicversion + inputs + output
CARDIOFOUNDRY / RECEIPT

ORIGINObserved

STATECF-24.09-A

ENGINET6 / Atherogenic

FINGERPRINT7C9A · 41F2 · A08E

LATERApoB 76new state, old lineage retained

03.1 / TRUST
The patient contract

YOUR HEALTH. YOUR DATA.
Your trust has to be earned.

A cardiovascular system can only be useful if people can trust what it says, understand where information came from, and know that privacy is treated as a design requirement.

HEALTH FIRSTThe person is more important than the model.

Every layer should help someone understand, protect, or improve cardiovascular health.

SCIENTIFIC HONESTYDifferent kinds of evidence stay different.

Observed, estimated, hypothetical, synthetic, and future-derived information remain explicitly distinguishable.

PRIVACYUse less data. Expose less data.

The future product is being designed around explicit permission, controlled access, and minimizing unnecessary exposure of personal health information.

INTEGRITYMeaning and provenance should survive computation.

Versioned state, identifiable engines, and verifiable lineage make results easier to audit and harder to detach from their context.

THIS PROVISIONAL WEBSITE COLLECTS NO PATIENT HEALTH DATA.The public demonstration is synthetic. There are no patient accounts or persistent clinical records on this site.