Aziel Eliab · research, hardware, legal · AZ Mandible Arduino Firmware
One combined report card after SPRE, CLCE, and PhysLing all ran.
TRIAD_V1 geometric mean: combined = (spre_pc × clce_consistency × plr_coherence)^(1/3). clce_consistency = CLCE.triple if triple ≥ 0.7 else pairwise_avg. plr_coherence = 0.6×physics_coherence + 0.4×linguistic_neutrality. Equal engine weight. Components stay stored for audit. Bayesian peer score and HEURISTIC possibility are separate unranked fields. How it's scored.
Green means go. Yellow means read again. Red means stop and check. Easy enough for a 6th grader; kept for government use.
Download Counted download By hash API hash
SPRE PC 0.71 · strong
SPRE scores provenance completeness. It does not assert criminal guilt. Advisory only. Author Aziel Eliab.
CLCE triple 0.00 · pairwise 0.01 · structural_inconsistency
CLCE detects inconsistency, not intent. Type D is a label, not a finding of malice. Advisory. Threshold 0.7 is not a truth verdict.
PhysLing Review (PLR) PASS
PhysLing Review (PLR) flags physics-impossible or linguistically manipulative framing. It is a third review beside SPRE and CLCE. Not a court finding.
/* AZ Mandible – Prototype Firmware v1.0 ------------------------------------- Hardware: - Piezo (27mm) → 1M bias → Op-amp → A0 - Bone conduction transducer (TT25-8) via PAM8403 → D9 (PWM) - Arduino Nano Function: - Detects intentional jaw movement peaks - Simple classification: 1 clear peak → YES 2 quick peaks → NO - Private bone-conduction feedback */ const int PIEZO_PIN = A0; const int FEEDBACK_PIN = 9; // PWM to PAM8403 / transducer // ===== TUNABLE VALUES ===== int threshold = 80; // Start here, adjust with Serial Plotter const int DEBOUNCE_MS = 80; const int WINDOW_MS = 600; // Time window to count peaks const int MIN_PEAK_GAP = 120; // Minimum time between peaks // ===== STATE ===== int peakCount = 0; unsigned long lastPeakTime = 0; unsigned long windowStart = 0; bool inWindow = false; void setup() { Serial.begin(115200); pinMode(FEEDBACK_PIN, OUTPUT); analogWrite(FEEDBACK_PIN, 0); Serial.println("AZ Mandible v1.0 ready"); Serial.println("1 peak = YES | 2 peaks = NO"); Serial.println("Open Serial Plotter to tune threshold"); } void loop() { int value = analogRead(PIEZO_PIN); // Debug output for Serial Plotter Serial.println(value); unsigned long now = millis(); // Peak detection if (value > threshold) { if (now - lastPeakTime > MIN_PEAK_GAP) { // Valid new peak if (!inWindow) { inWindow = true; windowStart = now; peakCount = 1; } else { peakCount++; } lastPeakTime = now; } } // Window timeout → classify if (inWindow && (now - windowStart > WINDOW_MS)) { classify(peakCount); peakCount = 0; inWindow = false; } delay(5); // small loop delay } void classify(int peaks) { if (peaks == 1) { Serial.println("→ YES"); playFeedback(1); // single tone } else if (peaks >= 2) { Serial.println("→ NO"); playFeedback(2); //
No mapped events extracted from this record.
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"spre": {
"pc": 0.71,
"band": "strong",
"limitation": "SPRE scores provenance completeness. It does not assert criminal guilt. Advisory only. Author Aziel Eliab."
},
"clce": {
"triple": 0,
"pairwise_avg": 0.0118,
"advisory": true
},
"plr": {
"status": "PASS",
"lights": {
"units": "PASS",
"conservation": "PASS",
"causal": "PASS",
"temporal": "PASS",
"framing": "PASS"
}
},
"triad": {
"combined": 0.45,
"display": 45,
"ready": true,
"formula": "TRIAD_V1 geometric mean: combined = (spre_pc × clce_consistency × plr_coherence)^(1/3). clce_consistency = CLCE.triple if triple ≥ 0.7 else pairwise_avg. plr_coherence = 0.6×physics_coherence + 0.4×linguistic_neutrality. Equal engine weight. Components stay stored for audit. Bayesian peer score and HEURISTIC possibility are separate unranked fields."
},
"bayesian": {
"posterior": 0.626,
"unranked": true,
"note": "Unranked metadata for manual peer-to-peer review. Never used to sort the shelf."
},
"possibility": {
"possibility": null,
"kind": "HEURISTIC",
"refuse": "PENDING_ANCHORS",
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"verified_utc": "2026-09-18T03:36:11.044Z",
"note": "Public HTTPS site is not a mesh. AzielTether carries this tip. Survival interdependence with GodLock and other Aziel software is via downloadable tether + Worker bootstrap APIs."
}The live site is not a mesh. Tether software can carry this tip.
Unranked metadata. This number is for manual peer-to-peer review. It does not sort the shelf. Posterior ≠ truth. Separate from possibility.
Priors: evidence 0.8 · physics 1 · language 0.86 · SPRE 0.71 · CLCE 0.0118
Refused: PENDING_ANCHORS
HEURISTIC over lattice time×geo pins. possibility ≠ probability ≠ triad ≠ ZionPattern. Not a guilt verdict. Not courtroom proof. Adaptive learning via hashchain lattice for recollection and reasoning. API · How it's scored.
Notes append to the hash-chain. Peers endorse or challenge; nobody rewrites the past.
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Sign in to append a peer endorse or challenge. History stays append-only if the operator is gone one day.