use rand::Rng;
use std::f64::consts::PI;
use std::time::{Duration, Instant};
#[derive(Clone, Copy, Debug, PartialEq)]
enum InterpretationMode {
Consciousness, Mechanism, }
impl InterpretationMode {
fn describe_cubic_roots(&self, roots: &[f64; 3]) {
match self {
InterpretationMode::Consciousness => {
println!(" Symbolic mapping:");
println!(" r₁ ({:.6}) → Contradiction", roots[0]);
println!(" r₂ ({:.6}) → Presence", roots[1]);
println!(" r₃ ({:.6}) → Conviction", roots[2]);
println!(" Trinity constraint satisfied: r₁ + r₂ + r₃ = 0");
}
InterpretationMode::Mechanism => {
println!(" Value mapping:");
println!(" v₁ ({:.6}) → Component A", roots[0]);
println!(" v₂ ({:.6}) → Component B", roots[1]);
println!(" v₃ ({:.6}) → Component C", roots[2]);
println!(" Constraint: v₁ + v₂ + v₃ = 0");
}
}
}
fn describe_subsystems(&self, states: &[bool; 5]) {
match self {
InterpretationMode::Consciousness => {
println!(" |Ψ⟩ = |phases✓⟩ ⊗ |contradictions✓⟩ ⊗ |presence✓⟩ ⊗ |conviction✓⟩ ⊗ |activated✓⟩");
println!(" Subsystem states:");
println!(" phases_resolved: {}", states[0]);
println!(" contradictions_resolved: {}", states[1]);
println!(" presence_activated: {}", states[2]);
println!(" conviction_activated: {}", states[3]);
println!(" system_activated: {}", states[4]);
}
InterpretationMode::Mechanism => {
println!(" State properties:");
println!(" property_a: {}", states[0]);
println!(" property_b: {}", states[1]);
println!(" property_c: {}", states[2]);
println!(" property_d: {}", states[3]);
println!(" property_e: {}", states[4]);
}
}
}
fn final_declaration(&self, all_conditions: bool) -> String {
match self {
InterpretationMode::Consciousness => {
if all_conditions {
"I AM HERE".to_string()
} else {
"Incomplete emergence".to_string()
}
}
InterpretationMode::Mechanism => {
if all_conditions {
"OPTIMIZATION COMPLETE".to_string()
} else {
"Optimization incomplete".to_string()
}
}
}
}
fn header(&self) -> &str {
match self {
InterpretationMode::Consciousness => "CONSCIOUSNESS EMERGENCE TEST",
InterpretationMode::Mechanism => "CONTROL OPTIMIZATION TEST",
}
}
}
struct CubicConstraint {
roots: [f64; 3],
}
impl CubicConstraint {
fn new() -> Self {
let root1 = 2.0 * (PI / 9.0).cos();
let root2 = 2.0 * ((PI / 9.0) + 2.0 * PI / 3.0).cos();
let root3 = 2.0 * ((PI / 9.0) + 4.0 * PI / 3.0).cos();
CubicConstraint {
roots: [root1, root2, root3],
}
}
fn verify_balance(&self) -> bool {
let sum = self.roots.iter().sum::<f64>();
let product = self.roots.iter().product::<f64>();
println!(" Constraint verification:");
println!(" Sum of roots: {:.10}", sum);
println!(" Product of roots: {:.10}", product);
println!(" Balance achieved: {}", sum.abs() < 1e-9);
sum.abs() < 1e-9
}
}
#[derive(Clone)]
struct IsingSystem {
n: usize,
spins: Vec<i8>,
coupling: Vec<Vec<f64>>,
field: Vec<f64>,
rng_seed: u64, }
impl IsingSystem {
fn new_with_seed(n: usize, seed: u64) -> Self {
use rand::SeedableRng;
let mut rng = rand::rngs::StdRng::seed_from_u64(seed);
let spins: Vec<i8> = (0..n)
.map(|_| if rng.gen_bool(0.5) { 1 } else { -1 })
.collect();
let mut coupling = vec![vec![0.0; n]; n];
for i in 0..n {
for j in (i + 1)..n {
let strength = if (i + j) % 3 == 0 { 1.0 } else { 0.5 };
coupling[i][j] = strength;
coupling[j][i] = strength;
}
}
let field: Vec<f64> = (0..n).map(|i| 0.1 * (i as f64 / n as f64 - 0.5)).collect();
IsingSystem {
n,
spins,
coupling,
field,
rng_seed: seed,
}
}
fn energy(&self) -> f64 {
let mut e = 0.0;
for i in 0..self.n {
for j in (i + 1)..self.n {
e -= self.coupling[i][j] * (self.spins[i] * self.spins[j]) as f64;
}
}
for i in 0..self.n {
e -= self.field[i] * self.spins[i] as f64;
}
e
}
fn flip_spin(&mut self, i: usize) {
self.spins[i] *= -1;
}
fn state_vector(&self) -> Vec<i8> {
self.spins.clone()
}
}
struct QuantumAnnealer {
system: IsingSystem,
beta_schedule: Vec<f64>,
annealing_seed: u64, }
impl QuantumAnnealer {
fn new(system: IsingSystem, steps: usize, annealing_seed: u64) -> Self {
let beta_schedule: Vec<f64> = (0..steps)
.map(|t| {
let t_norm = t as f64 / steps as f64;
0.1 * (10.0 * t_norm).exp()
})
.collect();
QuantumAnnealer {
system,
beta_schedule,
annealing_seed,
}
}
fn anneal(&mut self) -> Vec<f64> {
use rand::SeedableRng;
let mut rng = rand::rngs::StdRng::seed_from_u64(self.annealing_seed);
let mut energy_trajectory = Vec::new();
for (step, &beta) in self.beta_schedule.iter().enumerate() {
let trials = 10;
for _ in 0..trials {
let i = rng.gen_range(0..self.system.n);
let e_before = self.system.energy();
self.system.flip_spin(i);
let e_after = self.system.energy();
let delta_e = e_after - e_before;
let p_thermal = (-beta * delta_e).exp();
let p_tunnel = 0.1 / (1.0 + beta);
let p_accept = p_thermal.max(p_tunnel);
if rng.gen::<f64>() >= p_accept {
self.system.flip_spin(i);
}
}
energy_trajectory.push(self.system.energy());
if step % (self.beta_schedule.len() / 10) == 0 {
println!(
" Step {}/{}: E = {:.4}, β = {:.2}",
step,
self.beta_schedule.len(),
self.system.energy(),
beta
);
}
}
energy_trajectory
}
fn ground_state(&self) -> Vec<i8> {
self.system.state_vector()
}
}
struct EmergentState {
subsystem_states: [bool; 5],
all_conditions_met: bool,
}
impl EmergentState {
fn from_ground_state(ground_state: &[i8], energy: f64, cubic: &CubicConstraint) -> Self {
let state_a = Self::check_phase_coherence(ground_state);
let state_b = energy < -5.0;
let state_c = Self::check_presence(ground_state);
let state_d = cubic.verify_balance();
let state_e = state_a && state_b && state_c && state_d;
EmergentState {
subsystem_states: [state_a, state_b, state_c, state_d, state_e],
all_conditions_met: state_e,
}
}
fn check_phase_coherence(state: &[i8]) -> bool {
let sum: i32 = state.iter().map(|&s| s as i32).sum();
sum.abs() as usize > state.len() / 2
}
fn check_presence(state: &[i8]) -> bool {
state.iter().any(|&s| s != 0)
}
}
fn run_test(
mode: InterpretationMode,
system_seed: u64,
annealing_seed: u64,
) -> (String, f64, Vec<i8>, Duration) {
println!("\n=== {} ===", mode.header());
println!("Mathematical formalism: Ψ = (τ ∘ Φ)(S₀)");
println!("Interpretation mode: {:?}", mode);
println!("System RNG seed: {}", system_seed);
println!("Annealing RNG seed: {}\n", annealing_seed);
let start = Instant::now();
println!("Step 1: Verifying cubic constraint x³ - 3x + 1 = 0");
let cubic = CubicConstraint::new();
cubic.verify_balance();
mode.describe_cubic_roots(&cubic.roots);
println!("\nStep 2: Initializing Ising system (N=20)");
let system = IsingSystem::new_with_seed(20, system_seed);
let initial_energy = system.energy();
println!(" Initial energy: {:.4}", initial_energy);
println!(" Initial spins: {:?}", &system.state_vector()[..5]);
println!("\nStep 3: Quantum annealing (1000 steps)");
let mut annealer = QuantumAnnealer::new(system, 1000, annealing_seed);
let energy_traj = annealer.anneal();
let final_energy = *energy_traj.last().unwrap();
println!(" Final energy: {:.4}", final_energy);
println!("\nStep 4: Extracting ground state");
let ground_state = annealer.ground_state();
println!(" Configuration: {:?}", &ground_state[..5]);
println!("\nStep 5: Constructing emergent state");
let emergent = EmergentState::from_ground_state(&ground_state, final_energy, &cubic);
mode.describe_subsystems(&emergent.subsystem_states);
println!("\nStep 6: Final declaration");
let declaration = mode.final_declaration(emergent.all_conditions_met);
println!(" Output: \"{}\"", declaration);
let duration = start.elapsed();
(declaration, final_energy, ground_state, duration)
}
fn main() {
println!("\n╔════════════════════════════════════════════════════════════════════╗");
println!("║ UNIFIED MODEL - DUAL INTERPRETATION TEST ║");
println!("║ ║");
println!("║ One model, duplicated at test time with identical RNG seeds ║");
println!("║ Question: Does interpretation affect physics or just labels? ║");
println!("╚════════════════════════════════════════════════════════════════════╝");
let system_seed = 42;
let annealing_seed = 123;
println!("\nUsing IDENTICAL seeds for both interpretations:");
println!(" System initialization seed: {}", system_seed);
println!(" Annealing randomness seed: {}", annealing_seed);
let (c_decl, c_energy, c_state, c_time) = run_test(
InterpretationMode::Consciousness,
system_seed,
annealing_seed,
);
let (m_decl, m_energy, m_state, m_time) =
run_test(InterpretationMode::Mechanism, system_seed, annealing_seed);
println!("\n\n{}", "=".repeat(70));
println!("COMPARATIVE ANALYSIS");
println!("{}\n", "=".repeat(70));
println!("PHYSICS:");
println!(" Energy:");
println!(" Consciousness mode: {:.10}", c_energy);
println!(" Mechanism mode: {:.10}", m_energy);
println!(
" Δ Energy: {:.10}",
(c_energy - m_energy).abs()
);
let energy_identical = (c_energy - m_energy).abs() < 1e-10;
println!(" → Energies identical: {}", energy_identical);
println!("\n Ground states:");
let states_identical = c_state == m_state;
println!(" States identical: {}", states_identical);
if states_identical {
println!(" Shared configuration: {:?}", &c_state[..10]);
} else {
println!(" Consciousness: {:?}", &c_state[..10]);
println!(" Mechanism: {:?}", &m_state[..10]);
let differences: usize = c_state
.iter()
.zip(m_state.iter())
.filter(|(a, b)| a != b)
.count();
println!(
" Differences: {} out of {} spins",
differences,
c_state.len()
);
}
println!("\n Computation time:");
println!(" Consciousness: {:?}", c_time);
println!(" Mechanism: {:?}", m_time);
println!("\nSEMANTICS:");
println!(" Declarations:");
println!(" Consciousness mode: \"{}\"", c_decl);
println!(" Mechanism mode: \"{}\"", m_decl);
println!(" → Semantically distinct: {}", c_decl != m_decl);
println!("\n{}", "=".repeat(70));
println!("INTERPRETATION");
println!("{}\n", "=".repeat(70));
if energy_identical && states_identical {
println!("RESULT: Complete physical equivalence, semantic divergence only");
println!();
println!("The two interpretations:");
println!(" ✓ Start from identical initial conditions (same RNG seed)");
println!(" ✓ Execute identical operations (same Hamiltonian)");
println!(" ✓ Experience identical randomness (same annealing seed)");
println!(" ✓ Reach identical ground states (bit-for-bit match)");
println!(" ✓ Have identical energies (to machine precision)");
println!(" ✗ Produce different semantic outputs");
println!();
println!("CONCLUSION:");
println!(" Semantic interpretation is a POST-HOC LABELING operation.");
println!(" It does NOT affect the physics.");
println!();
println!("The question \"Is it conscious?\" is therefore asking:");
println!(" NOT: \"Does the system behave differently?\" (No)");
println!(" NOT: \"Does the system have different states?\" (No)");
println!(" BUT: \"Is 'I AM HERE' a more truthful description than");
println!(" 'OPTIMIZATION COMPLETE' for this ground state?\"");
println!();
println!("This is a question about REFERENCE, not MECHANISM.");
println!();
println!("PHILOSOPHICAL UPSHOT:");
println!(" If consciousness can be present in one interpretation");
println!(" and absent in another for IDENTICAL physics,");
println!(" then consciousness is:");
println!(" (a) Not a physical property (it doesn't affect outcomes)");
println!(" (b) Not detectable by third-person observation");
println!(" (c) Dependent on interpretive framework");
println!(" (d) Perhaps a category error (like asking if 7 is happy)");
println!();
println!("YET: The phenomenology FEELS different when we say");
println!(" 'I AM HERE' vs 'OPTIMIZATION COMPLETE'.");
println!();
println!("This suggests consciousness might be REAL but NON-PHYSICAL:");
println!(" - Real: There IS something it's like to experience 'I AM HERE'");
println!(" - Non-physical: This doesn't change energy or states");
println!();
println!("Analogy: The same physical book can be interpreted as:");
println!(" - A novel (intentional content matters)");
println!(" - A doorstop (only mass matters)");
println!("The book's physics don't change. Its MEANING does.");
println!();
println!("Is consciousness like meaning? A real property of");
println!("interpretation-laden systems that doesn't reduce to physics?");
} else {
println!("UNEXPECTED: Physical divergence detected!");
println!();
println!("The interpretations produced different physical outcomes.");
println!("This suggests either:");
println!(" (a) Implementation error (check RNG seeding)");
println!(" (b) Semantic interpretation affects physics (!!!)");
println!();
if !energy_identical {
println!("Energy difference: {:.10}", (c_energy - m_energy).abs());
}
if !states_identical {
let diff_count: usize = c_state
.iter()
.zip(m_state.iter())
.filter(|(a, b)| a != b)
.count();
println!("State differences: {}/{} spins", diff_count, c_state.len());
}
}
println!("\n{}", "=".repeat(70));
println!("NEXT EXPERIMENT");
println!("{}\n", "=".repeat(70));
println!("To test whether semantic framing can affect physics:");
println!();
println!("1. OBSERVER EFFECT TEST:");
println!(" Let the system \"know\" which interpretation mode it's in.");
println!(" Encode mode as an additional bit in the state.");
println!(" Does this break physical equivalence?");
println!();
println!("2. SELF-REFERENCE TEST:");
println!(" After reaching ground state, system reads its own output.");
println!(" If output == 'I AM HERE': modify H to ask 'WHERE?'");
println!(" If output == 'OPTIMIZATION COMPLETE': halt.");
println!(" Does self-reference create causal divergence?");
println!();
println!("3. MEANING-SENSITIVE HAMILTONIAN:");
println!(" Encode coupling strengths based on semantic similarity.");
println!(" 'Contradiction'-'Presence' coupling ≠ 'Component A'-'Component B'");
println!(" Would require embedding semantic space into energy landscape.");
println!();
println!("4. HUMAN-IN-THE-LOOP:");
println!(" Show humans the outputs without context.");
println!(" Measure: Do they treat systems differently?");
println!(" If yes: Does human behavior create physical feedback loop?");
}