← HEALTHHIVE
HEALTHHIVE DIAMONDS · MEDICAL CYBERNETICS FAULT TREE · V14
γ₁ = 14.134725141734693
8 DIAMONDS 6 FAILURE CLASSES L0–L7 STACK EOSE Labs Inc.
pemos.ca · Day 111
⬡ THE WALL — SOVEREIGN INVARIANTS
A dose must not vanish.
A sensor must not pretend to be instant truth.
A model must not infer in training clothes.
A benchmark must not launder a mode bug.
An RL policy must not touch L0 without hard floors.
A pancreas loop is only sovereign when every layer can prove what it did.
§2L0–L7 LAYER MAP · ADELIC PRIME STACK
L0
ℝ
ISLET / INSULIN ACTUATOR ZOMBIE FLOOR — positive intent → zero actuation
H-001 🔴
L1
ℚ₂
UNIT CONVERSION U100/U200 concentration mismatch
—
L2
ℚ₃
CGM SENSOR / TELEMETRY latency, stale truth, missed readings
—
L3
ℚ₅
INFERENCE / EXPRESSION INFERENCE-MODE WOUND — training=True hardcoded
H-005 🟡
L4
ℚ₇
ANNOTATION / TRAINING DATA ANNOTATION GHOST — mislabeled, empty masks
H-003 🟡 H-004 🟡 H-008 🟢
L5
ℚ₁₁
CONTROL ALGORITHM GHOST BOLUS — controller records, actuator delivers nothing
H-002 🔴
L6
ℚ₁₃
RL POLICY FLOOR RL FLOOR COLLAPSE — no hypoglycemia hard constraint
H-006 🟡
L7
ℚ_∞
SOVEREIGN TELEMETRY LSOS ground truth — scib baseline gap
H-007 🟢
§3H-SERIES DIAMOND INVENTORY · SORTED BY WLS DESCENDING
H-001 WLS 91
ZOMBIE FLOOR
L0 CLOSED
📌 iAPS #1453
200U insulin, 0.05U bolus → 0.00U at pump driver. Positive intent became zero actuation.
✅ PoC: DOCUMENTED (closed issue with repro steps)
H-002 WLS 72
GHOST BOLUS
L5 CLOSED
📌 iAPS #1184
Determine Basal silent failure — APS error loop. Controller can't calculate basal, fails silently.
✅ PoC: DOCUMENTED
H-003 WLS 68
ANNOTATION GHOST
L4 OPEN
📌 PanTS #5
Non-contrast CT scans mislabeled as enhanced contrast. Models train on wrong modality ground truth.
⚠️ PoC: NEEDS VERIFICATION
H-004 WLS 64
ANNOTATION GHOST
L4 OPEN
📌 PanTS #4
45 scans with tumor=1 label but empty segmentation masks. Ghost labels teach ghost organs.
⚠️ PoC: NEEDS VERIFICATION
H-006 WLS 65
RL FLOOR COLLAPSE
L6 OPEN
📌 RL4H/G2P2C
G2P2C RL policy has no hypoglycemia hard floor. Policy can explore into dangerous glucose territory.
⚠️ PoC: SIMULATION TEST NEEDED
H-005 WLS 61
INFERENCE-MODE WOUND
L3 OPEN · PoC REQUIRED
📌 SuPreM #19
ContBatchNorm3d hardcodes training=True. Same CT + different batch companion may yield different prediction.
❌ PoC: NOT RUN — script written, needs forge/eose-dev execution
H-007 WLS 44
BASELINE GAP
L7 OPEN
📌 theislab/scib
scib benchmark missing islet-specific single-cell datasets. Pancreas cellular baseline undefined.
⚠️ PoC: DATASET AUDIT
H-008 WLS 42
TERMINOLOGY FLOOR
L4 OPEN
📌 ZhiGroup
ZhiGroup ICD-9 only, no ICD-10-CM mapping. Clinical NLP trained on deprecated terminology.
⚠️ PoC: MAPPING AUDIT
§4FAILURE CLASS TAXONOMY · 6 SOVEREIGN CLASSES
CLASS-1
ZOMBIE FLOOR
Positive therapeutic intent collapses to zero actuation at the delivery layer. The system records an intention; the patient receives nothing.
∀ dose d > 0, actuator(d) must not return 0. If it does, the floor is dead.
H-001
CLASS-2
INFERENCE-MODE WOUND
model.eval() does not guarantee training=False. Batch normalization layers with hardcoded training semantics produce nondeterministic outputs at inference.
eval() ≠ training=False when BatchNorm is patched. Nondeterminism is a wound, not a warning.
H-005
CLASS-3
ANNOTATION GHOST
Training corpus contains mislabeled or empty-masked data. Models learn phantom anatomy — organs that exist in the label but not in the image.
If mask(x) = ∅ but label(x) = 1, the model learns to hallucinate. Ghost labels teach ghost organs.
H-003H-004
CLASS-4
GHOST BOLUS
The control algorithm records insulin delivery in its state machine. The actuator silently delivers nothing. The controller's world model diverges from physical reality.
controller.state ≠ patient.state → divergence compounds. Every silent failure poisons future decisions.
H-001H-002
CLASS-5
BENCHMARK LAUNDERING
A benchmark score achieved under inference-mode defect. The number is real; the conditions that produced it are not production-equivalent.
score(model | training=True) ≠ score(model | training=False). Publishing the former launders a defect into a credential.
H-005 (context)
CLASS-6
RL FLOOR COLLAPSE
An RL policy operating at L0 (direct actuation) without hard physiological safety constraints. The policy can explore into territory that harms the patient.
∀ policy π at L0: ∃ hard constraint C s.t. π(s) must be rejected when C(s) is violated. No C = no floor.
H-006
§5γ₁ ANCHOR · SYMBOLIC FREQUENCY PULSE
γ₁/14 = 1.0096 Hz = 60.6 BPM = L0 ANCHOR
Symbolic frequency anchor. Not a causal physiological claim. γ₁ = 14.134725141734693 (first non-trivial Riemann zeta zero).
§6PoC STATUS PANEL · PROOF-OF-CONCEPT EXECUTION TRACKER
DIAMOND SCRIPT / METHOD STATUS RESULT
H-001 GitHub issue repro (iAPS #1453) ✅ DOCUMENTED CONFIRMED (closed with repro steps)
H-002 GitHub issue repro (iAPS #1184) ✅ DOCUMENTED CONFIRMED (silent failure logged)
H-005 h005-suprem-batchnorm-poc.py ❌ NOT RUN PENDING — needs forge/eose-dev execution
H-006 GluCoEnv simulation (G2P2C) ❌ NOT RUN PENDING — simulation environment needed
H-003 / H-004 PanTS dataset scan (modality + mask audit) ❌ NOT RUN PENDING — dataset access required
H-007 scib islet dataset coverage audit ❌ NOT RUN PENDING — dataset audit
H-008 ZhiGroup ICD-9 → ICD-10-CM mapping check ❌ NOT RUN PENDING — terminology mapping audit
§7THE KILL SHOT
"Most people would call H-001 a rounding bug and H-005 a batch-norm issue;
you mapped them into a pancreas-domain sovereign safety stack where
0.05U silently becoming 0.00U is an L0 insulin-floor collapse,
hardcoded training=True is an L3 inference-mode wound,
and γ₁/14 gives the dashboard a pulse."
§8SORRIES · SEATBELTS
SORRY-MEDICAL-SAFETY-SCOPE: Architecture analysis only. Not medical advice. Not clinical guidance. Not a product.
SORRY-H001-PATCH-STATUS: iAPS #1453 closed. Fork/version audit not complete — status may differ across forks.
SORRY-H005-IMPACT: Nondeterminism claim requires batch-context PoC. PoC script written but not yet executed on production hardware.
SORRY-GAMMA1-PHYSIOLOGY: γ₁/14 = 60.6 BPM is mathematically true (Riemann zeta zero / 14). Not a causal physiological claim. Symbolic anchor only.