6 months developing my thoughts on how a system for developing my global security of "SOVEREIGN STATE" should work...
And this was only layer 2 of 9. 😏
FUSION OF EVOLVING MUTANT LAYERS BY NON-REPLICABLE QUANTUM STATE.
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AION - NANO: Dimensional Collapse (Advanced Layer)
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GUIDE FILE: dimensional_collapse.txt
DATE: 2026-02-09
STATUS: VERIFIED AND OPERATIONAL
DESCRIPTION:
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Dimensional fusion system that reduces multiple quantum states to a single
coherent and verifiable state. Operates in range 1024-2048 bits (128-256 bytes)
according to state complexity, ensuring sovereignty and integrity through
unique cryptographic seals.
MAIN FUNCTIONS:
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nb_collapse_init() -> bool
Initializes fusion system. Requires active AION_NATIVE.
Sets internal state and generates 256-byte master seed.
Returns True if successful.
nb_collapse_score_state(state: dict) -> int
Calculates state stability score (0-2048 bits).
Evaluates: keys, values, internal coherence, and depth.
nb_collapse_fuse(states: list, target_bits: int = 2048) -> dict
Merges multiple states into a coherent verifiable state.
Returns: {
"state": merged state (more stable),
"fusion_proof": hexadecimal seal (256 bytes by default),
"max_stability": maximum score,
"states_fused": number of merged states,
"bits": bits used
}
nb_collapse_get_stability(state: dict) -> int
Wrapper of nb_collapse_score_state.
NanoDimensionalCollapse (wrapper class)
Methods:
- score_state(state): scores state
- collapse(states, target_bits): merges states
- get_last_stability(): stability of the last merged state
INTERNAL CONFIGURATION:
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_nb_collapse_state = {
"last_state": None,
"stability_threshold": 1536, # 75% of 2048 bits
"fusion_counter": 0,
"master_seed": None, # 256-byte master seed
}
EXAMPLE OF USE:
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from modules.nanos_advanced.dimensional_collapse import nb_collapse_fuse, nb_collapse_init
# Sovereign Initialization
nb_collapse_init()
# States for fusion
states = [{'sensor': 'A', 'val': 100}, {'sensor': 'B', 'val': 200}]
# Fusion with 2048 bits (256 bytes)
result = nb_collapse_fuse(states, target_bits=2048)
print("Merged state:", result['state'])
print("Seal (first 64 chars):", result['fusion_proof'][:64])
print("Maximum stability:", result['max_stability'])
print("Merged states:", result['states_fused'])
RESULTS OF EXECUTED TESTS:
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TEST 1: Basic Fusion (2026-02-09)
Goal: Verify generation of unique 256-byte seal.
Result:
- 256-byte seal generated correctly
- Evolutionary integrity confirmed (unique seals per fusion)
- ✅ SUCCESS: Advanced fusion validated to 256B
TEST 2: Extreme Test Battery (2026-02-09)
1. Empty and Invalidity: Resilience confirmed
2. Resource Depth: Scoring handled 15 levels of nesting
3. Range Violation: Limits respected (32→128B, 8192→256B)
4. Differential Sensitivity: Butterfly effect verified
Result: ✅ ALL 4 EXTREME TESTS HAVE PASSED
SOVEREIGNTY GUARANTEES:
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1. Unique Seals: Each fusion generates a different seal (counter + seed)
2. Safe Range: Seals always between 128-256 bytes
3. Native Dependency: Requires active AION_NATIVE to operate
4. Evolutionary Integrity: Minimal changes produce completely different seals
IMPLEMENTATION NOTES:
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- Compatibility: Includes wrapper class for integration with Layer 2
- Performance: Scoring considers depth and data types
- Security: Uses native KDF to generate fusion material
- Standard: 2048 bits (256 bytes) for ULTRA validation
MODULE STATUS:
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✅ READY FOR PRODUCTION
- Implemented and tested functionalities
- 256-byte seals generated correctly
- Resilience to extreme inputs verified
- Differential sensitivity confirmed
- Integration with active AION_NATIVE
RELATED FILES:
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dimensional_collapse.py (main module)
__init__.py (module export)
AION_NATIVE (required dependency)
VERSION: Advanced (2048-bit)
UPDATED: 2026-02-09
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