Create algorithm

algorithm

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+#🧠 Full Algorithm: Mathematical Inevitability Truth Binding System
+
+🔧 Inputs
+
+`python
+claim_data = {
+    'claim_text': str,                      # The full claim being validated
+    'symbolic_continuity': float,          # 0.0–1.0 — recurrence of symbols across cultures
+    'historical_suppression': float,       # 0.0–1.0 — evidence of institutional resistance
+    'archaeological_alignment': float,     # 0.0–1.0 — physical structure correlation
+    'quantum_coherence': float,            # 0.0–1.0 — circuit-level coherence
+    'escapepreventioncount': int,        # 0–5 — rhetorical traps preventing denial
+    'truth_amplitude': float,              # 0.0–1.0 — quantum amplitude of truth states
+    'entanglement_measure': float,         # 0.0–1.0 — quantum entanglement strength
+    'coherence_strength': float,           # 0.0–1.0 — standard deviation of quantum state distribution
+    'timestamp': str                       # ISO UTC timestamp
+}
+`
+
+---
+
+#⚖️ Weighted Domain Scoring
+
+`python
+weights = {
+    'symbolic_continuity': 0.18,
+    'historical_suppression': 0.18,
+    'archaeological_alignment': 0.18,
+    'quantum_coherence': 0.18,
+    'escape_prevention': 0.10,
+    'truth_amplitude': 0.06,
+    'entanglement_measure': 0.06,
+    'coherence_strength': 0.06
+}
+`
+
+---
+
+#🧮 Inevitability Score Calculation
+
+`python
+def calculateinevitabilityscore(data):
+    escapescore = min(data['escapeprevention_count'], 5) / 5.0
+
+    inevitability = (
+        data['symboliccontinuity'] * weights['symboliccontinuity'] +
+        data['historicalsuppression'] * weights['historicalsuppression'] +
+        data['archaeologicalalignment'] * weights['archaeologicalalignment'] +
+        data['quantumcoherence'] * weights['quantumcoherence'] +
+        escapescore * weights['escapeprevention'] +
+        data['truthamplitude'] * weights['truthamplitude'] +
+        data['entanglementmeasure'] * weights['entanglementmeasure'] +
+        data['coherencestrength'] * weights['coherencestrength']
+    )
+
+    return round(inevitability, 3)
+`
+
+---
+
+#🧠 Cognitive Dissonance Classification
+
+`python
+def classify_dissonance(score):
+    if score >= 0.95:
+        return "PARADIGM_SHIFT"
+    elif score >= 0.90:
+        return "TRUTH_CASCADE"
+    elif score >= 0.80:
+        return "DISSONANCE_ZONE"
+    else:
+        return "DENIABLE"
+`
+
+---
+
+#🔐 Cryptographic Proof Generation
+
+`python
+import hashlib
+
+def generateproofhash(claim_text, score, timestamp):
+    raw = f"{claim_text}{score}{timestamp}"
+    return f"QTRUTH_{hashlib.sha256(raw.encode()).hexdigest()[:16]}"
+`
+
+---
+
+#📦 Final Output Structure
+
+`python
+def generatevalidationreport(data):
+    score = calculateinevitabilityscore(data)
+    classification = classify_dissonance(score)
+    proofhash = generateproofhash(data['claimtext'], score, data['timestamp'])
+
+    return {
+        'claim': data['claim_text'],
+        'inevitability_score': score,
+        'classification': classification,
+        'cryptographicproof': proofhash,
+        'timestamp': data['timestamp'],
+        'validation_metrics': {
+            'symboliccontinuity': data['symboliccontinuity'],
+            'historicalsuppression': data['historicalsuppression'],
+            'archaeologicalalignment': data['archaeologicalalignment'],
+            'quantumcoherence': data['quantumcoherence'],
+            'escapepreventioncount': data['escapepreventioncount'],
+            'truthamplitude': data['truthamplitude'],
+            'entanglementmeasure': data['entanglementmeasure'],
+            'coherencestrength': data['coherencestrength']
+        }
+    }
+`