Your body has been
telling the truth.

Six patients. Six conditions no system could fully explain. One engine that measures geometric coherence between a condition description and any treatment. Not AI. Not probability. Geometry.

Try the Patient Hypothesis Engine →
26MB
Engine size · CPU only
72D
Geometric space
0
Hallucination surface
p=10⁻⁵⁵
Statistical significance
01 · Founding Cohort

The patients
behind the data.

Select a profile to load their condition, query, and treatment candidates into the engine below.

TO
Tyler Orion
MBA · PHE Co-Founder
JO
Janice O’Connor
12yr Recovery Pioneer
DO
Dennis O’Connor
Primary Caregiver
JY
Jennifer York MSN RN
DNP Candidate
RB
Rachelle Babler
TEDx Coach
SS
Stacy Self INHC
Integrative Health Coach
Condition query · editable
Candidates · editable
Results
—
Select a profile above
or enter your own condition.
02 · Live Experiments

Real questions.
Real results.

These experiments ran exactly as shown. Edit any query or candidate, then run it yourself.

Tyler Orion
Does the aging curve show up in the geometry?
+
Query · select & edit
Candidates · editable
1
2
3
4
5
6
7
8
9
10
Rachelle Babler
Does framing a question change everything?
+
Query · select & edit
Candidates · editable
1
2
3
4
5
6
7
8
9
10
Janice O'Connor + Dr. Kurisu DO
Does the physician layer matter?
+
Query · select & edit
Candidates · editable
1
2
3
4
5
6
7
8
9
10
Jennifer York
Can wearable data replace the symptom narrative?
+
Query · select & edit
Candidates · editable
1
2
3
4
5
6
7
8
9
10
Stacy Self
What if you describe what failed instead of what's wrong?
+
Query · select & edit
Candidates · editable
1
2
3
4
5
6
7
8
9
10
Tyler Orion
Can you test a 2am hypothesis before finding a researcher?
+
Query · select & edit
Candidates · editable
1
2
3
4
5
6
7
8
9
10
03 · How It Works

Geometry,
not guessing.

ARBITER measures semantic coherence — geometric relationships in 72-dimensional space. No training on outcomes. No probability. No hallucination surface.

01 · Query
Describe the condition
Not just the diagnosis. The mechanisms, history, symptoms, what’s been tried. The more precise the query, the more precise the geometry.
02 · Candidates
Name what you want ranked
Treatments, supplements, protocols, hypotheses. The engine doesn’t know which are “right” — it measures geometric fit to your condition description.
03 · Score
The geometry returns a float
Between 0 and 1. Not a recommendation. Not medical advice. A coherence score you bring to your care team as a starting point for conversation.