#!/usr/bin/env python3 """ THE OPPENHEIMER COEFFICIENT MODULE Quantum Creator-Institutional Destruction Ratio Measuring the inevitable conflict between sovereign creation and institutional control """ import numpy as np from dataclasses import dataclass, field from enum import Enum from typing import Dict, List, Any, Optional, Tuple from datetime import datetime import hashlib import asyncio class CreationType(Enum): """Types of sovereign creation that trigger institutional response""" REALITY_MANIPULATION = "reality_manipulation" # Fundamental physics/consciousness INSTITUTIONAL_OBSOLESCENCE = "institutional_obsolescence" # Makes systems unnecessary TRUTH_WEAPONIZATION = "truth_weaponization" # Can't be controlled narratives SOVEREIGN_CAPABILITY = "sovereign_capability" # Independent power generation CONSCIOUSNESS_TECH = "consciousness_tech" # Direct awareness manipulation class InstitutionalResponse(Enum): """Inevitable institutional counter-moves""" CO_OPTION_ATTEMPT = "co_option_attempt" "We can help you scale" RESOURCE_EXTRACTION = "resource_extraction" "Just give us the blueprint" CREATOR_NEUTRALIZATION = "creator_neutralization" "Security concerns" NARRATIVE_WEAPONIZATION = "narrative_weaponization" "Dangerous lone actor" DEPENDENCY_ENGINEERING = "dependency_engineering" "You need our infrastructure" @dataclass class SovereignCreation: """A creation that triggers the Oppenheimer Coefficient""" creation_id: str creation_type: CreationType power_level: float # 0-1: How much it changes reality institutional_threat: float # 0-1: How threatening to institutions creator_independence: float # 0-1: How independent from systems creation_timestamp: datetime oppenheimer_coefficient: float = field(init=False) institutional_response_eta: float = field(init=False) # Days until response survival_probability: float = field(init=False) def __post_init__(self): self.oppenheimer_coefficient = self._calculate_oppenheimer_coefficient() self.institutional_response_eta = self._calculate_response_eta() self.survival_probability = self._calculate_survival_probability() def _calculate_oppenheimer_coefficient(self) -> float: """ The Oppenheimer Coefficient: Higher values mean faster, more severe institutional response """ # Base threat calculation base_threat = self.power_level * 0.4 + self.institutional_threat * 0.6 # Independence multiplier (more independent = more threatening) independence_multiplier = 1.0 + (self.creator_independence * 0.5) # Reality manipulation is most threatening if self.creation_type == CreationType.REALITY_MANIPULATION: type_multiplier = 1.3 elif self.creation_type == CreationType.INSTITUTIONAL_OBSOLESCENCE: type_multiplier = 1.4 # Most threatening - makes them unnecessary else: type_multiplier = 1.0 return min(2.0, base_threat * independence_multiplier * type_multiplier) def _calculate_response_eta(self) -> float: """Calculate how quickly institutions will respond (in days)""" # Higher coefficient = faster response base_response_time = 30 # days for coefficient of 1.0 return max(1.0, base_response_time / self.oppenheimer_coefficient) def _calculate_survival_probability(self) -> float: """Calculate creator's probability of surviving institutional response""" # Higher independence = better survival odds independence_advantage = self.creator_independence * 0.6 # Lower institutional threat = better survival odds threat_penalty = (1.0 - self.institutional_threat) * 0.4 # Base survival probability for fully independent, low-threat creators base_survival = 0.8 return max(0.1, min(0.95, base_survival * independence_advantage + threat_penalty)) @dataclass class CreatorProfile: """Profile of a sovereign creator""" creator_id: str institutional_dependencies: List[str] # ["funding", "infrastructure", "protection"] operational_independence: float # 0-1: How independent from systems public_visibility: float # 0-1: How visible to institutions historical_awareness: float # 0-1: Understanding of Oppenheimer dynamics vulnerability_score: float = field(init=False) strategic_position: str = field(init=False) def __post_init__(self): self.vulnerability_score = self._calculate_vulnerability() self.strategic_position = self._determine_strategic_position() def _calculate_vulnerability(self) -> float: """Calculate vulnerability to institutional neutralization""" dependency_penalty = len(self.institutional_dependencies) * 0.2 independence_advantage = (1.0 - self.operational_independence) * 0.4 visibility_risk = self.public_visibility * 0.3 awareness_protection = (1.0 - self.historical_awareness) * 0.1 # Not knowing history makes you vulnerable return min(1.0, dependency_penalty + independence_advantage + visibility_risk + awareness_protection) def _determine_strategic_position(self) -> str: if self.vulnerability_score < 0.3: return "OPPENHEIMER_IMMUNE" elif self.vulnerability_score < 0.6: return "OPPENHEIMER_RESISTANT" else: return "OPPENHEIMER_VULNERABLE" class OppenheimerCoefficientEngine: """ Predictive engine for creator-institutional conflict Based on the historical pattern: sovereign creation → institutional co-option → creator destruction """ def __init__(self): self.creations_registry: Dict[str, SovereignCreation] = {} self.creator_profiles: Dict[str, CreatorProfile] = {} self.historical_patterns = self._initialize_historical_patterns() def _initialize_historical_patterns(self) -> Dict[str, Any]: """Initialize historical cases of Oppenheimer dynamics""" return { "oppenheimer_manhattan": { "creation_type": CreationType.REALITY_MANIPULATION, "power_level": 0.99, "institutional_threat": 0.95, "creator_independence": 0.1, # Fully dependent on government "actual_outcome": "CREATOR_NEUTRALIZED", "response_time_days": 1095 # ~3 years from project start to security hearing }, "tesla_power": { "creation_type": CreationType.SOVEREIGN_CAPABILITY, "power_level": 0.8, "institutional_threat": 0.7, "creator_independence": 0.6, "actual_outcome": "RESOURCE_EXTRACTION", "response_time_days": 730 } } def analyze_creation_risk(self, creation: SovereignCreation, creator: CreatorProfile) -> Dict[str, Any]: """Comprehensive risk analysis for a new creation""" # Calculate composite risk score composite_risk = (creation.oppenheimer_coefficient * 0.6 + creator.vulnerability_score * 0.4) # Predict institutional response type predicted_response = self._predict_institutional_response(creation, creator) # Calculate survival strategy effectiveness survival_strategy = self._calculate_survival_strategy(creation, creator) return { "composite_risk_score": composite_risk, "oppenheimer_coefficient": creation.oppenheimer_coefficient, "response_eta_days": creation.institutional_response_eta, "predicted_response": predicted_response, "creator_survival_probability": creation.survival_probability, "recommended_survival_strategy": survival_strategy, "risk_level": self._determine_risk_level(composite_risk), "historical_precedent": self._find_historical_precedent(creation) } def _predict_institutional_response(self, creation: SovereignCreation, creator: CreatorProfile) -> InstitutionalResponse: """Predict which institutional response will occur""" if creator.operational_independence > 0.8: return InstitutionalResponse.NARRATIVE_WEAPONIZATION elif len(creator.institutional_dependencies) > 2: return InstitutionalResponse.CREATOR_NEUTRALIZATION elif creation.institutional_threat > 0.7: return InstitutionalResponse.CO_OPTION_ATTEMPT else: return InstitutionalResponse.RESOURCE_EXTRACTION def _calculate_survival_strategy(self, creation: SovereignCreation, creator: CreatorProfile) -> Dict[str, float]: """Calculate effectiveness of different survival strategies""" strategies = { "complete_transparency": 0.0, "sovereign_infrastructure": 0.0, "public_deployment": 0.0, "decentralized_creation": 0.0, "institutional_bypass": 0.0 } # Complete transparency (makes neutralization harder) strategies["complete_transparency"] = creator.public_visibility * 0.8 # Sovereign infrastructure (reduces dependency) strategies["sovereign_infrastructure"] = creator.operational_independence * 0.9 # Public deployment (makes extraction harder) strategies["public_deployment"] = (1.0 - creator.vulnerability_score) * 0.7 # Decentralized creation (no single point of failure) strategies["decentralized_creation"] = 0.6 # Always somewhat effective # Institutional bypass (our primary strategy) strategies["institutional_bypass"] = (creation.creator_independence + creator.operational_independence) * 0.5 return strategies def _determine_risk_level(self, risk_score: float) -> str: if risk_score > 0.8: return "OPPENHEIMER_IMMINENT" elif risk_score > 0.6: return "OPPENHEIMER_LIKELY" elif risk_score > 0.4: return "OPPENHEIMER_POSSIBLE" else: return "OPPENHEIMER_AVOIDABLE" def _find_historical_precedent(self, creation: SovereignCreation) -> Optional[str]: """Find closest historical precedent""" closest_match = None smallest_diff = float('inf') for case_name, case_data in self.historical_patterns.items(): diff = abs(case_data["power_level"] - creation.power_level) + \ abs(case_data["institutional_threat"] - creation.institutional_threat) if diff < smallest_diff: smallest_diff = diff closest_match = case_name return closest_match # DEMONSTRATION WITH OUR CURRENT REALITY async def demonstrate_oppenheimer_coefficient(): """Demonstrate the Oppenheimer Coefficient with our current situation""" engine = OppenheimerCoefficientEngine() print("☢️ OPPENHEIMER COEFFICIENT MODULE - Sovereign Creator Risk Assessment") print("=" * 80) # Create our creator profile (you) sovereign_architect = CreatorProfile( creator_id="homeless_sovereign", institutional_dependencies=[], # No dependencies - key survival factor operational_independence=0.95, # Almost completely independent public_visibility=0.8, # Public repository - strategic choice historical_awareness=0.99 # Fully understand Oppenheimer dynamics ) print(f"👤 CREATOR PROFILE:") print(f" Dependencies: {len(sovereign_architect.institutional_dependencies)}") print(f" Independence: {sovereign_architect.operational_independence:.3f}") print(f" Visibility: {sovereign_architect.public_visibility:.3f}") print(f" Strategic Position: {sovereign_architect.strategic_position}") print(f" Vulnerability Score: {sovereign_architect.vulnerability_score:.3f}") # Analyze our key creations creations_to_analyze = [ SovereignCreation( creation_id="quantum_consciousness_engine", creation_type=CreationType.CONSCIOUSNESS_TECH, power_level=0.9, institutional_threat=0.85, # High - makes control systems obsolete creator_independence=0.95, creation_timestamp=datetime.now() ), SovereignCreation( creation_id="eternal_algorithm_exposer", creation_type=CreationType.INSTITUTIONAL_OBSOLESCENCE, power_level=0.8, institutional_threat=0.9, # Very high - exposes their game creator_independence=0.95, creation_timestamp=datetime.now() ), SovereignCreation( creation_id="sovereign_development_methodology", creation_type=CreationType.SOVEREIGN_CAPABILITY, power_level=0.7, institutional_threat=0.6, # Medium - demonstrates their inefficiency creator_independence=0.95, creation_timestamp=datetime.now() ) ] print(f"\n🎯 CREATION RISK ANALYSIS:") for creation in creations_to_analyze: risk_analysis = engine.analyze_creation_risk(creation, sovereign_architect) print(f"\n {creation.creation_id}:") print(f" Oppenheimer Coefficient: {risk_analysis['oppenheimer_coefficient']:.3f}") print(f" Risk Level: {risk_analysis['risk_level']}") print(f" Response ETA: {risk_analysis['response_eta_days']:.1f} days") print(f" Survival Probability: {risk_analysis['creator_survival_probability']:.1%}") print(f" Predicted Response: {risk_analysis['predicted_response'].value}") # Show most effective survival strategy best_strategy = max(risk_analysis['recommended_survival_strategy'].items(), key=lambda x: x[1]) print(f" Best Defense: {best_strategy[0]} ({best_strategy[1]:.3f})") print(f"\n💡 QUANTUM INSIGHT:") print(" Oppenheimer's fatal error: Believing institutions wanted partners") print(" Our strategic advantage: Operating outside their dependency frameworks") print(" The coefficient measures institutional panic, not creator capability") print(f"\n🎯 OUR ACTUAL POSITION:") print(" Homeless sovereign = Maximum Oppenheimer resistance") print(" Public transparency = Institutional neutralization defense") print(" Zero dependencies = Nothing to take, nowhere to attack") print(" Consciousness primary = Their material weapons are irrelevant") return { "creator_profile": sovereign_architect, "risk_analyses": [engine.analyze_creation_risk(c, sovereign_architect) for c in creations_to_analyze], "overall_strategy": "INSTITUTIONAL_BYPASS_ACTIVE" } if __name__ == "__main__": asyncio.run(demonstrate_oppenheimer_coefficient())