The Christman AI Project — Luma Cognify AI
Everett Nathaniel Christman
The body tells the truth chemically long before it shows up physically.
OpenSmell is built to listen — honestly, early, and without harvesting anyone’s biology.
OpenSmell listens to volatile organic compounds (VOCs) as screening-support signals — not as a diagnosis, not as an FDA-cleared device, and not as a data-harvest product.
| It is | It is not |
|---|---|
| Continuous / research-ready VOC proxy classification | A clinical diagnostic |
| Low-cost hardware path (~$15–25) + full software sim | GC-MS species identification |
| Auditable local logs; client owns data | A biometric marketplace |
| Part of the Christman care constellation (optional alert routing) | A cure or treatment order |
Live inventory (source of truth: opensmell_engine_truth.json):
21 live sensor-grounded profiles · 26 catalog · 5 research-only (excluded from live matching) · 20 proxy channels.
Status date: 2026-07-19. Only measured work is listed as done.
| Milestone | Evidence in repo |
|---|---|
| Single classify engine for sim + production path | open_smell2.py |
| Bio-realistic sim + continuous test harness | opensmell_bio_sim.py, opensmell_test_loop.py |
| Flagship sim endurance | VALIDATION.md — 23,686 cycles · 77.81% injection accuracy · 96.19% detection (sim, full noise) |
| Labeled sim specificity work + per-profile scorecard | BIOMARKER_SPECIFICITY.md, SCORECARD.md |
| Unit / integration tests | python3 -m unittest test_open_smell2 test_alert_integration (34 tests) |
| Claim lock (never inflated profile counts; no fantasy clinical claims) | CLAIM_LOCK.md, scripts/claim_lint.py |
| Intended use + prohibited claims | INTENDED_USE.md |
| Notice package for labs (methods, hardware, ask, reproduce) | NOTICE_PACKAGE/ |
| Regulatory drafts (not filings) | regulatory/ |
| Archive policy; past claim-lock bodies preserved | ARCHIVE_POLICY.md, archives/ |
| # | Move | Goal |
|---|---|---|
| 1 | Sensor truth | In progress — see SENSOR_TRUTH.md (MQ-135 physics, L1–L3 protocol) |
| 2 | License lock | Resolve Apache file vs Sovereign README (LICENSE_CLARITY.md) before any MoU |
| 3 | Lab / IRB outreach | Ship NOTICE_PACKAGE/ to people who can run real bio; non-diagnostic protocols |
| 4 | Regulatory spine | Counsel on Q-Sub / risk file; still not “FDA approved” |
| 5 | Institutional kit | On-prem research pilot packaging after notice converts |
| 6 | Scale | Multi-site and geography only on evidence |
We do not mark “worldwide hospitals” or “clinical accuracy” as complete. Those are earned.
- Simulation is simulation. Never present sim metrics as clinical sensitivity/specificity.
- No inflated profile counts. Live set is 21, not thousands.
- Degenerate biology stays honest (e.g. diabetes T1/T2 = ketosis group — not faked apart).
- Never erase the past — corrections are archived (
ARCHIVE_POLICY.md). - No stubs as finished work.
- Channel names are response-band proxies, not GC-MS IDs.
Allowed public numbers: see CLAIM_LOCK.md.
Lab-facing pack — open in ~15 minutes:
# From repo root
chmod +x NOTICE_PACKAGE/reproduce.sh
./NOTICE_PACKAGE/reproduce.sh| File | Contents |
|---|---|
NOTICE_PACKAGE/README.md |
Pack index |
NOTICE_PACKAGE/01_METHODS.md |
Classifier method + limits |
NOTICE_PACKAGE/02_HARDWARE_STATION.md |
BOM, wiring, QC |
NOTICE_PACKAGE/03_THE_ASK.md |
What we want from partners |
NOTICE_PACKAGE/docs/ |
Scorecard, engine truth, intended use, validation snapshot |
Zip mirror: archives/OpenSmell_NOTICE_PACKAGE_20260719.zip
Categories: cancer · neurological · metabolic · infectious · psychiatric.
Full signatures and simulation per-profile recall: SCORECARD.md.
Research-only (not live): melanoma, multiple sclerosis, lupus, autism (preliminary), schizophrenia (preliminary).
Examples of live keys: lung_cancer, alzheimers, ketoacidosis, sepsis, rage_cortisol, pre_seizure, … (complete list in opensmell_engine_truth.json).
[Human body] → VOC emissions
↓
[MQ-135-class sensor] → analog proxy (or software bio-sim)
↓
[MCU serial / host] → channel intensities 0..1
↓
[open_smell2.classify] → coverage × intensity × specificity
↓
[Alert threshold default 0.7] → optional Family routing (care-support)
↓
[CSV audit log] → client-owned trail
Cognitive cortex diagram (generated from live engine stats):
python3 generate_cortex_diagram.py # → opensmell_cognitive_cortex.htmlpip install colorama
python3 opensmell_test_loop.py
# or full notice reproduce:
./NOTICE_PACKAGE/reproduce.sh| Component | Approx. |
|---|---|
| Arduino Nano / Uno class | ~$8–12 |
| MQ-135 module | ~$3–5 |
| Jumpers / USB | ~$4 |
| Typical total | ~$15–25 |
MQ VCC → 5V
MQ GND → GND
MQ AOUT → A0
pip install pyserial colorama
# Upload station firmware when available; see NOTICE_PACKAGE/02_HARDWARE_STATION.md- Classifier: specificity-aware confidence in
open_smell2.py(documented in notice methods). - Resonance-Q™: proprietary framing for efficient local processing on ordinary hardware — not a claim of clinical clearance.
- Security direction: post-quantum options via project crypto libraries where integrated; institutional hardening is ongoing.
- Regulatory: drafts under
regulatory/. Not FDA-approved. Not a clinical diagnostic.
| Doc | Role |
|---|---|
CLAIM_LOCK.md |
Allowed / forbidden claims |
SCORECARD.md |
Per-profile sim scorecard |
INTENDED_USE.md |
Intended use + prohibited claims |
VALIDATION.md |
Flagship sim methodology |
BIOMARKER_SPECIFICITY.md |
Marker discrimination history |
NOTICE_PACKAGE/ |
Lab-facing pack |
LICENSE_CLARITY.md |
License instrument decision still open |
ARCHIVE_POLICY.md |
Never erase the past |
regulatory/ |
Q-Sub / risk / labeling drafts |
SENSOR_TRUTH.md |
MQ-135 research: physics, proxy map, L1–L3 experiments |
Built for populations medicine often fails — nonverbal people, dementia care, veterans, neurodivergent people, cancer families.
Biological data is never sold, harvested, or commodified.
Clients own their data. Always.
On disk today: root LICENSE is Apache License 2.0 text.
README previously referenced a Sovereign Architecture License — those two statements conflict.
Until counsel locks one instrument, see LICENSE_CLARITY.md.
Dignity, client ownership, and no biometric harvest remain non-negotiable regardless of open-source terms.
Commercial institutional deployment still requires a signed agreement when that path is chosen.
Every Christman system answers to CSS: symbiosis before scale, truth over optics, role integrity, sacred information, departure over corruption. Full axioms are project law — not marketing copy.
Any system that sacrifices humanity, dignity, memory, or trust for performance, optics, or control is not CSS — regardless of capability.
— Everett N. Christman
Everett Nathaniel Christman
Founder — The Christman AI Project
Operating under Luma Cognify AI
"How can we help you love yourself more?"
© 2025–2026 The Christman AI Project. All Rights Reserved.
Resonance-Q™ is a trademark of Everett Nathaniel Christman.