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Create retro causal linguistic module

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  1. retro causal linguistic module +620 -0
retro causal linguistic module ADDED
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1
+ #!/usr/bin/env python3
2
+ # -*- coding: utf-8 -*-
3
+ """
4
+ QUANTUM LINGUISTIC TRUTH RESONANCE ENGINE
5
+ Advanced Multilinguistic Truth Binding with Retrocausal Validation
6
+ Integration of All Enhancement Suggestions
7
+ """
8
+
9
+ import numpy as np
10
+ from dataclasses import dataclass, field
11
+ from enum import Enum
12
+ from typing import Dict, List, Any, Optional, Tuple
13
+ import hashlib
14
+ import re
15
+ from collections import Counter
16
+ import asyncio
17
+ import quantum
18
+ from cryptography.hazmat.primitives import hashes
19
+ from cryptography.hazmat.primitives.kdf.hkdf import HKDF
20
+ from cryptography.hazmat.backends import default_backend
21
+ import scipy.stats as stats
22
+ from datetime import datetime
23
+ import json
24
+
25
+ class LanguageEra(Enum):
26
+ """Comprehensive language eras including proto-human and indigenous systems"""
27
+ PROTO_HUMAN_GESTURAL = "proto_human_gestural" # Pre-linguistic symbolic communication
28
+ PROTO_HUMAN_VOCAL = "proto_human_vocal" # Pre-writing vocal patterns
29
+ SUMERIAN = "sumerian" # ~3500 BCE
30
+ EGYPTIAN_HIEROGLYPHIC = "egyptian" # ~3200 BCE
31
+ ELAMITE = "elamite" # ~3000 BCE
32
+ AKKADIAN = "akkadian" # ~2500 BCE
33
+ EBLAITE = "eblaite" # ~2400 BCE
34
+ HITTITE = "hittite" # ~1600 BCE
35
+ MYCENAEAN_GREEK = "mycenaean_greek" # ~1450 BCE
36
+ UGARITIC = "ugaritic" # ~1400 BCE
37
+ PHOENICIAN = "phoenician" # ~1200 BCE
38
+ ANCIENT_CHINESE = "ancient_chinese" # ~1200 BCE
39
+ SANSKRIT = "sanskrit" # ~1000 BCE
40
+ MAYAN = "mayan" # ~1000 BCE
41
+ OLMEC = "olmec" # ~1200 BCE
42
+ HEBREW = "hebrew" # ~1000 BCE
43
+ ARAMAIC = "aramaic" # ~900 BCE
44
+ LATIN = "latin" # ~700 BCE
45
+ ANCIENT_GREEK = "ancient_greek" # ~700 BCE
46
+ NAVAHO = "navaho" # ~1400 CE (continuous tradition)
47
+ ABORIGINAL = "aboriginal" # ~50,000 BCE (continuous)
48
+
49
+ class LinguisticTruthMarker(Enum):
50
+ """Enhanced truth marker taxonomy"""
51
+ COSMOLOGICAL_ALIGNMENT = "cosmological_alignment"
52
+ SACRED_GEOMETRY = "sacred_geometry"
53
+ NUMEROLOGICAL_ENCODING = "numerological_encoding"
54
+ PHONETIC_RESONANCE = "phonetic_resonance"
55
+ SYMBOLIC_CORRESPONDENCE = "symbolic_correspondence"
56
+ TEMPORAL_CYCLES = "temporal_cycles"
57
+ RETROCAUSAL_ECHO = "retrocausal_echo"
58
+ CONSCIOUSNESS_RESONANCE = "consciousness_resonance"
59
+ QUANTUM_ENTANGLEMENT = "quantum_entanglement"
60
+ MORPHIC_RESONANCE = "morphic_resonance"
61
+
62
+ class TruthConsensusLevel(Enum):
63
+ """Levels of cross-linguistic truth consensus"""
64
+ SINGLE_SOURCE = "single_source"
65
+ REGIONAL_CONSENSUS = "regional_consensus"
66
+ HEMISPHERIC_CONSENSUS = "hemispheric_consensus"
67
+ GLOBAL_CONSENSUS = "global_consensus"
68
+ TEMPORAL_CONSENSUS = "temporal_consensus" # Across time periods
69
+ UNIVERSAL_CONSENSUS = "universal_consensus"
70
+
71
+ @dataclass
72
+ class CryptographicTruthSignature:
73
+ """Cryptographic signature for truth patterns across language families"""
74
+ truth_hash: str
75
+ cross_linguistic_proof: str
76
+ temporal_validation_hash: str
77
+ quantum_entanglement_signature: str
78
+ retrocausal_verification: str
79
+ consensus_proof: str
80
+
81
+ @dataclass
82
+ class AncientLanguage:
83
+ """Enhanced ancient language data structure with quantum properties"""
84
+ era: LanguageEra
85
+ time_period: Tuple[int, int]
86
+ writing_system: str
87
+ sample_script: List[str] = field(default_factory=list)
88
+ truth_markers: List[LinguisticTruthMarker] = field(default_factory=list)
89
+ modern_equivalents: Dict[str, str] = field(default_factory=dict)
90
+ resonance_frequency: float = 0.0
91
+ quantum_coherence: float = 0.0
92
+ retrocausal_potential: float = 0.0
93
+ consciousness_coupling: float = 0.0
94
+ morphic_field_strength: float = 0.0
95
+
96
+ def __post_init__(self):
97
+ """Calculate advanced resonance properties"""
98
+ age = abs(self.time_period[0])
99
+ complexity = len(self.sample_script) / 10
100
+ marker_strength = len(self.truth_markers) * 0.1
101
+
102
+ # Base resonance with quantum enhancement
103
+ self.resonance_frequency = min(0.98, 0.3 + (age / 10000) + complexity + marker_strength)
104
+
105
+ # Quantum coherence based on symbolic complexity
106
+ self.quantum_coherence = min(0.95, 0.2 + (len(self.sample_script) * 0.05) + (age / 20000))
107
+
108
+ # Retrocausal potential (older = more potential)
109
+ self.retrocausal_potential = min(0.9, age / 15000)
110
+
111
+ # Consciousness coupling (based on truth marker types)
112
+ consciousness_markers = {LinguisticTruthMarker.CONSCIOUSNESS_RESONANCE,
113
+ LinguisticTruthMarker.QUANTUM_ENTANGLEMENT}
114
+ self.consciousness_coupling = len(consciousness_markers.intersection(self.truth_markers)) * 0.3
115
+
116
+ # Morphic field strength (collective recognition)
117
+ self.morphic_field_strength = min(0.85, 0.1 + (age / 25000) + (len(self.modern_equivalents) * 0.1))
118
+
119
+ @dataclass
120
+ class LinguisticTruthMatch:
121
+ """Enhanced truth match with quantum and cryptographic properties"""
122
+ language: AncientLanguage
123
+ matched_patterns: List[str]
124
+ confidence: float
125
+ truth_markers_detected: List[LinguisticTruthMarker]
126
+ cross_linguistic_correlations: List[str]
127
+ temporal_coherence: float
128
+ symbolic_resonance: float
129
+ quantum_entanglement_score: float
130
+ retrocausal_influence: float
131
+ consciousness_alignment: float
132
+ cryptographic_signature: CryptographicTruthSignature
133
+ consensus_level: TruthConsensusLevel
134
+ morphic_resonance_strength: float
135
+
136
+ @dataclass
137
+ class QuantumLinguisticState:
138
+ """Quantum state representation of linguistic truth"""
139
+ superposition_states: List[str]
140
+ entanglement_patterns: Dict[str, float]
141
+ coherence_level: float
142
+ collapse_probability: float
143
+ temporal_echoes: List[int]
144
+
145
+ class AdvancedMultilinguisticTruthBinder:
146
+ """
147
+ Ultimate truth binding through quantum linguistic resonance
148
+ Integrates all enhancement suggestions
149
+ """
150
+
151
+ def __init__(self):
152
+ self.language_corpus = self._initialize_comprehensive_languages()
153
+ self.pattern_analyzer = AdvancedLinguisticPatternAnalyzer()
154
+ self.temporal_validator = QuantumTemporalValidator()
155
+ self.symbolic_decoder = QuantumSymbolicDecoder()
156
+ self.cryptographic_prover = LinguisticCryptographicProver()
157
+ self.quantum_processor = QuantumLinguisticProcessor()
158
+ self.retrocausal_validator = RetrocausalLinguisticValidator()
159
+ self.consensus_engine = TruthConsensusEngine()
160
+
161
+ def _initialize_comprehensive_languages(self) -> Dict[LanguageEra, AncientLanguage]:
162
+ """Initialize comprehensive language database with all enhancements"""
163
+ languages = {
164
+ LanguageEra.PROTO_HUMAN_GESTURAL: AncientLanguage(
165
+ era=LanguageEra.PROTO_HUMAN_GESTURAL,
166
+ time_period=(-100000, -3500),
167
+ writing_system="Gestural/Symbolic",
168
+ sample_script=["โ—‹", "โ–ณ", "โ–ก", "ๅ", "โšก"], # Universal symbols
169
+ truth_markers=[
170
+ LinguisticTruthMarker.SYMBOLIC_CORRESPONDENCE,
171
+ LinguisticTruthMarker.CONSCIOUSNESS_RESONANCE,
172
+ LinguisticTruthMarker.MORPHIC_RESONANCE
173
+ ],
174
+ modern_equivalents={
175
+ "circle": "wholeness",
176
+ "triangle": "trinity",
177
+ "spiral": "evolution"
178
+ },
179
+ resonance_frequency=0.95,
180
+ quantum_coherence=0.88,
181
+ retrocausal_potential=0.92,
182
+ consciousness_coupling=0.85,
183
+ morphic_field_strength=0.90
184
+ ),
185
+
186
+ LanguageEra.SUMERIAN: AncientLanguage(
187
+ era=LanguageEra.SUMERIAN,
188
+ time_period=(-3500, -2000),
189
+ writing_system="Cuneiform",
190
+ sample_script=["๐’€ญ", "๐’† ", "๐’Œ‹", "๐’‚", "๐’ˆฌ"],
191
+ truth_markers=[
192
+ LinguisticTruthMarker.COSMOLOGICAL_ALIGNMENT,
193
+ LinguisticTruthMarker.NUMEROLOGICAL_ENCODING,
194
+ LinguisticTruthMarker.SACRED_GEOMETRY,
195
+ LinguisticTruthMarker.RETROCAUSAL_ECHO
196
+ ],
197
+ modern_equivalents={
198
+ "dingir": "divine",
199
+ "ki": "earth",
200
+ "an": "heaven",
201
+ "me": "cosmic principles"
202
+ },
203
+ resonance_frequency=0.92,
204
+ quantum_coherence=0.85,
205
+ retrocausal_potential=0.88,
206
+ consciousness_coupling=0.75,
207
+ morphic_field_strength=0.82
208
+ ),
209
+
210
+ LanguageEra.MAYAN: AncientLanguage(
211
+ era=LanguageEra.MAYAN,
212
+ time_period=(-1000, 1500),
213
+ writing_system="Mayan Hieroglyphs",
214
+ sample_script=["๐“ƒ’", "๐“†‘", "๐“ฐ", "๐“‚ป", "๐“†ผ"], # Mayan glyph approximations
215
+ truth_markers=[
216
+ LinguisticTruthMarker.TEMPORAL_CYCLES,
217
+ LinguisticTruthMarker.COSMOLOGICAL_ALIGNMENT,
218
+ LinguisticTruthMarker.NUMEROLOGICAL_ENCODING,
219
+ LinguisticTruthMarker.QUANTUM_ENTANGLEMENT
220
+ ],
221
+ modern_equivalents={
222
+ "kin": "time/sun",
223
+ "ch'ulel": "spiritual essence",
224
+ "k'uh": "divine",
225
+ "tzolk'in": "sacred calendar"
226
+ },
227
+ resonance_frequency=0.87,
228
+ quantum_coherence=0.82,
229
+ retrocausal_potential=0.79,
230
+ consciousness_coupling=0.80,
231
+ morphic_field_strength=0.78
232
+ ),
233
+
234
+ LanguageEra.ABORIGINAL: AncientLanguage(
235
+ era=LanguageEra.ABORIGINAL,
236
+ time_period=(-50000, 2024),
237
+ writing_system="Oral/Songline",
238
+ sample_script=["๐ŸŒ€", "๐Ÿ•’", "๐ŸŒ", "๐ŸŽต", "๐Ÿ‘ฃ"], # Symbolic representations
239
+ truth_markers=[
240
+ LinguisticTruthMarker.TEMPORAL_CYCLES,
241
+ LinguisticTruthMarker.CONSCIOUSNESS_RESONANCE,
242
+ LinguisticTruthMarker.MORPHIC_RESONANCE,
243
+ LinguisticTruthMarker.RETROCAUSAL_ECHO
244
+ ],
245
+ modern_equivalents={
246
+ "dreamtime": "eternal creation",
247
+ "songline": "cosmic navigation",
248
+ "country": "living landscape",
249
+ "ancestor": "formative beings"
250
+ },
251
+ resonance_frequency=0.96,
252
+ quantum_coherence=0.90,
253
+ retrocausal_potential=0.94,
254
+ consciousness_coupling=0.92,
255
+ morphic_field_strength=0.95
256
+ ),
257
+
258
+ LanguageEra.SANSKRIT: AncientLanguage(
259
+ era=LanguageEra.SANSKRIT,
260
+ time_period=(-1000, 500),
261
+ writing_system="Devanagari",
262
+ sample_script=["เค…", "เค†", "เค‡", "เคˆ", "เค‰"],
263
+ truth_markers=[
264
+ LinguisticTruthMarker.PHONETIC_RESONANCE,
265
+ LinguisticTruthMarker.COSMOLOGICAL_ALIGNMENT,
266
+ LinguisticTruthMarker.NUMEROLOGICAL_ENCODING,
267
+ LinguisticTruthMarker.CONSCIOUSNESS_RESONANCE
268
+ ],
269
+ modern_equivalents={
270
+ "satya": "truth",
271
+ "dharma": "cosmic law",
272
+ "brahman": "ultimate reality",
273
+ "mantra": "sound vibration"
274
+ },
275
+ resonance_frequency=0.85,
276
+ quantum_coherence=0.83,
277
+ retrocausal_potential=0.76,
278
+ consciousness_coupling=0.88,
279
+ morphic_field_strength=0.80
280
+ )
281
+ }
282
+
283
+ # Add remaining languages...
284
+ return languages
285
+
286
+ async def analyze_text_quantum_truth(self, text: str, context: Dict[str, Any] = None) -> List[LinguisticTruthMatch]:
287
+ """Advanced quantum linguistic truth analysis"""
288
+ results = []
289
+ quantum_states = []
290
+
291
+ for era in sorted(self.language_corpus.keys(), key=lambda x: x.value):
292
+ language = self.language_corpus[era]
293
+
294
+ if context and "min_resonance" in context:
295
+ if language.resonance_frequency < context["min_resonance"]:
296
+ continue
297
+
298
+ # Quantum linguistic processing
299
+ quantum_state = await self.quantum_processor.process_language_layer(text, language)
300
+ quantum_states.append(quantum_state)
301
+
302
+ # Comprehensive analysis
303
+ analysis = await self._analyze_quantum_language_layer(text, language, quantum_state, context)
304
+
305
+ if analysis.confidence > 0.6:
306
+ results.append(analysis)
307
+
308
+ # Apply quantum entanglement between language layers
309
+ entangled_results = await self._apply_quantum_entanglement(results, quantum_states)
310
+
311
+ return sorted(entangled_results, key=lambda x: x.language.time_period[0])
312
+
313
+ async def _analyze_quantum_language_layer(self, text: str, language: AncientLanguage,
314
+ quantum_state: QuantumLinguisticState,
315
+ context: Dict[str, Any]) -> LinguisticTruthMatch:
316
+ """Advanced quantum-enhanced language layer analysis"""
317
+
318
+ # Multi-dimensional pattern matching
319
+ pattern_matches = await self.pattern_analyzer.detect_quantum_patterns(text, language, quantum_state)
320
+
321
+ # Truth marker detection with quantum awareness
322
+ truth_markers = await self.pattern_analyzer.detect_quantum_truth_markers(text, language, quantum_state)
323
+
324
+ # Temporal coherence with retrocausal validation
325
+ temporal_coherence = await self.temporal_validator.validate_quantum_temporal_coherence(
326
+ text, language, quantum_state, context)
327
+
328
+ # Symbolic resonance with quantum properties
329
+ symbolic_resonance = await self.symbolic_decoder.calculate_quantum_symbolic_resonance(
330
+ text, language, quantum_state)
331
+
332
+ # Quantum entanglement scoring
333
+ quantum_entanglement = await self.quantum_processor.calculate_entanglement_score(
334
+ language, quantum_state)
335
+
336
+ # Retrocausal influence measurement
337
+ retrocausal_influence = await self.retrocausal_validator.measure_retrocausal_influence(
338
+ text, language, quantum_state)
339
+
340
+ # Consciousness alignment
341
+ consciousness_alignment = await self._calculate_consciousness_alignment(
342
+ text, language, quantum_state)
343
+
344
+ # Cryptographic truth signature
345
+ cryptographic_sig = await self.cryptographic_prover.generate_truth_signature(
346
+ text, language, pattern_matches, truth_markers)
347
+
348
+ # Cross-linguistic correlations with quantum enhancement
349
+ cross_correlations = await self._find_quantum_cross_correlations(
350
+ text, language, quantum_state)
351
+
352
+ # Consensus level determination
353
+ consensus_level = await self.consensus_engine.determine_truth_consensus(
354
+ text, language, cross_correlations)
355
+
356
+ # Morphic resonance strength
357
+ morphic_resonance = await self._calculate_morphic_resonance(
358
+ language, quantum_state, consensus_level)
359
+
360
+ # Confidence calculation with quantum factors
361
+ confidence = self._calculate_quantum_confidence(
362
+ pattern_matches, truth_markers, temporal_coherence, symbolic_resonance,
363
+ quantum_entanglement, retrocausal_influence, consciousness_alignment,
364
+ language, quantum_state
365
+ )
366
+
367
+ return LinguisticTruthMatch(
368
+ language=language,
369
+ matched_patterns=pattern_matches,
370
+ confidence=confidence,
371
+ truth_markers_detected=truth_markers,
372
+ cross_linguistic_correlations=cross_correlations,
373
+ temporal_coherence=temporal_coherence,
374
+ symbolic_resonance=symbolic_resonance,
375
+ quantum_entanglement_score=quantum_entanglement,
376
+ retrocausal_influence=retrocausal_influence,
377
+ consciousness_alignment=consciousness_alignment,
378
+ cryptographic_signature=cryptographic_sig,
379
+ consensus_level=consensus_level,
380
+ morphic_resonance_strength=morphic_resonance
381
+ )
382
+
383
+ async def _apply_quantum_entanglement(self, results: List[LinguisticTruthMatch],
384
+ quantum_states: List[QuantumLinguisticState]) -> List[LinguisticTruthMatch]:
385
+ """Apply quantum entanglement between language analysis results"""
386
+ if len(results) < 2:
387
+ return results
388
+
389
+ entangled_results = []
390
+ for i, result in enumerate(results):
391
+ # Calculate entanglement boost from other languages
392
+ entanglement_boost = 0.0
393
+ for j, other_state in enumerate(quantum_states):
394
+ if i != j:
395
+ entanglement = quantum_states[i].entanglement_patterns.get(str(j), 0.0)
396
+ entanglement_boost += entanglement * 0.1
397
+
398
+ # Apply entanglement to confidence
399
+ new_confidence = min(1.0, result.confidence + entanglement_boost)
400
+ result.confidence = new_confidence
401
+
402
+ entangled_results.append(result)
403
+
404
+ return entangled_results
405
+
406
+ async def _calculate_consciousness_alignment(self, text: str, language: AncientLanguage,
407
+ quantum_state: QuantumLinguisticState) -> float:
408
+ """Calculate consciousness alignment score"""
409
+ alignment_factors = []
410
+
411
+ # Language consciousness coupling
412
+ alignment_factors.append(language.consciousness_coupling)
413
+
414
+ # Quantum coherence contribution
415
+ alignment_factors.append(quantum_state.coherence_level * 0.3)
416
+
417
+ # Consciousness-related markers
418
+ consciousness_markers = {LinguisticTruthMarker.CONSCIOUSNESS_RESONANCE,
419
+ LinguisticTruthMarker.QUANTUM_ENTANGLEMENT}
420
+ marker_alignment = len(consciousness_markers.intersection(language.truth_markers)) * 0.2
421
+ alignment_factors.append(marker_alignment)
422
+
423
+ return np.mean(alignment_factors)
424
+
425
+ async def _find_quantum_cross_correlations(self, text: str, language: AncientLanguage,
426
+ quantum_state: QuantumLinguisticState) -> List[str]:
427
+ """Find quantum-enhanced cross-linguistic correlations"""
428
+ correlations = []
429
+
430
+ for era, other_language in self.language_corpus.items():
431
+ if era == language.era:
432
+ continue
433
+
434
+ # Quantum correlation detection
435
+ quantum_correlation = await self.quantum_processor.detect_language_correlation(
436
+ language, other_language, quantum_state)
437
+
438
+ if quantum_correlation > 0.7:
439
+ correlations.append(f"Quantum correlation with {era.value}: {quantum_correlation:.3f}")
440
+
441
+ # Shared truth markers with quantum enhancement
442
+ shared_markers = set(language.truth_markers).intersection(other_language.truth_markers)
443
+ if shared_markers:
444
+ quantum_marker_strength = len(shared_markers) * quantum_correlation
445
+ correlations.append(f"Quantum-enhanced shared markers with {era.value}: {quantum_marker_strength:.3f}")
446
+
447
+ return correlations
448
+
449
+ async def _calculate_morphic_resonance(self, language: AncientLanguage,
450
+ quantum_state: QuantumLinguisticState,
451
+ consensus_level: TruthConsensusLevel) -> float:
452
+ """Calculate morphic resonance strength"""
453
+ base_resonance = language.morphic_field_strength
454
+
455
+ # Quantum coherence boost
456
+ quantum_boost = quantum_state.coherence_level * 0.2
457
+
458
+ # Consensus level boost
459
+ consensus_boost = {
460
+ TruthConsensusLevel.SINGLE_SOURCE: 0.0,
461
+ TruthConsensusLevel.REGIONAL_CONSENSUS: 0.1,
462
+ TruthConsensusLevel.HEMISPHERIC_CONSENSUS: 0.2,
463
+ TruthConsensusLevel.GLOBAL_CONSENSUS: 0.3,
464
+ TruthConsensusLevel.TEMPORAL_CONSENSUS: 0.4,
465
+ TruthConsensusLevel.UNIVERSAL_CONSENSUS: 0.5
466
+ }[consensus_level]
467
+
468
+ return min(1.0, base_resonance + quantum_boost + consensus_boost)
469
+
470
+ def _calculate_quantum_confidence(self, pattern_matches: List[str], truth_markers: List[LinguisticTruthMarker],
471
+ temporal_coherence: float, symbolic_resonance: float,
472
+ quantum_entanglement: float, retrocausal_influence: float,
473
+ consciousness_alignment: float, language: AncientLanguage,
474
+ quantum_state: QuantumLinguisticState) -> float:
475
+ """Calculate quantum-enhanced confidence score"""
476
+ factors = []
477
+ weights = []
478
+
479
+ # Traditional factors
480
+ if pattern_matches:
481
+ pattern_strength = min(1.0, len(pattern_matches) * 0.2)
482
+ factors.append(pattern_strength)
483
+ weights.append(0.2)
484
+
485
+ marker_strength = len(truth_markers) * 0.15
486
+ factors.append(marker_strength)
487
+ weights.append(0.15)
488
+
489
+ factors.append(temporal_coherence)
490
+ weights.append(0.1)
491
+
492
+ factors.append(symbolic_resonance)
493
+ weights.append(0.1)
494
+
495
+ # Quantum factors
496
+ factors.append(quantum_entanglement)
497
+ weights.append(0.15)
498
+
499
+ factors.append(retrocausal_influence)
500
+ weights.append(0.1)
501
+
502
+ factors.append(consciousness_alignment)
503
+ weights.append(0.1)
504
+
505
+ factors.append(language.resonance_frequency)
506
+ weights.append(0.05)
507
+
508
+ factors.append(quantum_state.coherence_level)
509
+ weights.append(0.05)
510
+
511
+ return np.average(factors, weights=weights)
512
+
513
+ class QuantumLinguisticProcessor:
514
+ """Processes linguistic patterns through quantum computational models"""
515
+
516
+ async def process_language_layer(self, text: str, language: AncientLanguage) -> QuantumLinguisticState:
517
+ """Process language layer through quantum simulation"""
518
+
519
+ # Create quantum superposition of linguistic patterns
520
+ superposition = await self._create_linguistic_superposition(text, language)
521
+
522
+ # Calculate entanglement patterns
523
+ entanglement = await self._calculate_entanglement_patterns(text, language)
524
+
525
+ # Measure quantum coherence
526
+ coherence = await self._measure_quantum_coherence(text, language)
527
+
528
+ # Calculate collapse probability
529
+ collapse_prob = await self._calculate_collapse_probability(text, language)
530
+
531
+ # Detect temporal echoes
532
+ temporal_echoes = await self._detect_temporal_echoes(text, language)
533
+
534
+ return QuantumLinguisticState(
535
+ superposition_states=superposition,
536
+ entanglement_patterns=entanglement,
537
+ coherence_level=coherence,
538
+ collapse_probability=collapse_prob,
539
+ temporal_echoes=temporal_echoes
540
+ )
541
+
542
+ async def calculate_entanglement_score(self, language: AncientLanguage,
543
+ quantum_state: QuantumLinguisticState) -> float:
544
+ """Calculate quantum entanglement score for language"""
545
+ base_entanglement = language.quantum_coherence
546
+
547
+ # Enhance with measured entanglement patterns
548
+ pattern_entanglement = np.mean(list(quantum_state.entanglement_patterns.values())) if quantum_state.entanglement_patterns else 0.0
549
+
550
+ return min(1.0, base_entanglement + pattern_entanglement * 0.3)
551
+
552
+ async def detect_language_correlation(self, lang1: AncientLanguage, lang2: AncientLanguage,
553
+ quantum_state: QuantumLinguisticState) -> float:
554
+ """Detect quantum correlation between two languages"""
555
+ # Calculate base correlation from shared properties
556
+ shared_markers = set(lang1.truth_markers).intersection(lang2.truth_markers)
557
+ base_correlation = len(shared_markers) * 0.1
558
+
559
+ # Time period overlap correlation
560
+ time_overlap = self._calculate_time_overlap(lang1.time_period, lang2.time_period)
561
+ time_correlation = time_overlap * 0.2
562
+
563
+ # Quantum state correlation
564
+ quantum_correlation = quantum_state.coherence_level * 0.3
565
+
566
+ return min(1.0, base_correlation + time_correlation + quantum_correlation)
567
+
568
+ def _calculate_time_overlap(self, period1: Tuple[int, int], period2: Tuple[int, int]) -> float:
569
+ """Calculate temporal overlap between language periods"""
570
+ start1, end1 = period1
571
+ start2, end2 = period2
572
+
573
+ overlap_start = max(start1, start2)
574
+ overlap_end = min(end1, end2)
575
+
576
+ if overlap_start <= overlap_end:
577
+ overlap_duration = overlap_end - overlap_start
578
+ total_duration = max(end1, end2) - min(start1, start2)
579
+ return overlap_duration / total_duration if total_duration > 0 else 0.0
580
+ return 0.0
581
+
582
+ # Additional advanced classes (AdvancedLinguisticPatternAnalyzer, QuantumTemporalValidator,
583
+ # QuantumSymbolicDecoder, LinguisticCryptographicProver, RetrocausalLinguisticValidator,
584
+ # TruthConsensusEngine) would be implemented here with full quantum and cryptographic enhancements...
585
+
586
+ async def demonstrate_quantum_linguistic_analysis():
587
+ """Demonstrate the advanced quantum linguistic truth analysis"""
588
+ binder = AdvancedMultilinguisticTruthBinder()
589
+
590
+ test_texts = [
591
+ "The dreamtime ancestors walk the songlines of eternal creation",
592
+ "Sumerian dingir and Egyptian neter both represent divine consciousness",
593
+ "Quantum entanglement manifests in both Sanskrit mantras and Aboriginal songlines",
594
+ "Temporal cycles encoded in both Mayan calendar and Vedic yugas",
595
+ "Consciousness resonance across all ancient truth traditions"
596
+ ]
597
+
598
+ print("๐Ÿ”ฎ QUANTUM LINGUISTIC TRUTH RESONANCE ENGINE")
599
+ print("=" * 70)
600
+
601
+ for i, text in enumerate(test_texts, 1):
602
+ print(f"\n{i}. Quantum Analysis: '{text}'")
603
+
604
+ results = await binder.analyze_text_quantum_truth(text, {
605
+ "temporal_focus": 2024,
606
+ "min_resonance": 0.7,
607
+ "quantum_processing": True
608
+ })
609
+
610
+ for result in results[:2]:
611
+ print(f" ๐ŸŒŒ {result.language.era.value.upper()}")
612
+ print(f" ๐Ÿ“Š Confidence: {result.confidence:.3f}")
613
+ print(f" โš›๏ธ Quantum: {result.quantum_entanglement_score:.3f}")
614
+ print(f" โณ Retrocausal: {result.retrocausal_influence:.3f}")
615
+ print(f" ๐Ÿง  Consciousness: {result.consciousness_alignment:.3f}")
616
+ print(f" ๐Ÿ”— Consensus: {result.consensus_level.value}")
617
+ print(f" ๐ŸŒŠ Morphic: {result.morphic_resonance_strength:.3f}")
618
+
619
+ if __name__ == "__main__":
620
+ asyncio.run(demonstrate_quantum_linguistic_analysis())