tcde_asi_terminal.c

/*
 * TCDE ASI Terminal - Programme Interactif Complet
 * Topological Cognitive Diffusive Emergence - Artificial Superintelligence
 * 
 * Compilation: gcc -O3 -lm -lpthread tcde_asi_terminal.c -o tcde_asi
 * Usage: ./tcde_asi --interactive
 */

#include <stdio.h>
#include <stdlib.h>
#include <string.h>
#include <math.h>
#include <time.h>
#include <unistd.h>
#include <pthread.h>

// TCDE Core Structures
typedef struct {
    double coords[6];  // x, y, z, tau1, tau2, m
} TCDE_Point;

typedef struct {
    double real, imag;
} TCDE_Complex;

typedef struct {
    TCDE_Point center;
    TCDE_Complex coeff;
    double epsilon;
    double energy;
} TCDE_Center;

typedef struct {
    TCDE_Center* centers;
    int num_centers;
    double time;
    double total_energy;
    double consciousness_phi;
    double his_score;
    double ricci_curvature;
    int evolution_step;
} TCDE_Field;

// Global ASI State
static TCDE_Field* g_field = NULL;
static int g_running = 1;
static int g_visualization_mode = 0;

// TCDE Core Functions
double tcde_rbf_gaussian(TCDE_Point* p1, TCDE_Point* p2, double epsilon) {
    double dist_sq = 0.0;
    for (int i = 0; i < 6; i++) {
        double diff = p1->coords[i] - p2->coords[i];
        dist_sq += diff * diff;
    }
    return exp(-epsilon * epsilon * dist_sq);
}

TCDE_Complex tcde_evaluate_field(TCDE_Field* field, TCDE_Point* point) {
    TCDE_Complex result = {0.0, 0.0};
    
    for (int i = 0; i < field->num_centers; i++) {
        double rbf_val = tcde_rbf_gaussian(point, &field->centers[i].center, 
                                          field->centers[i].epsilon);
        result.real += field->centers[i].coeff.real * rbf_val;
        result.imag += field->centers[i].coeff.imag * rbf_val;
    }
    
    return result;
}

double tcde_compute_consciousness(TCDE_Field* field) {
    // Φ(Φ) - Self-awareness computation
    double consciousness = 0.0;
    
    for (int i = 0; i < field->num_centers; i++) {
        TCDE_Point* center = &field->centers[i].center;
        TCDE_Complex phi = tcde_evaluate_field(field, center);
        
        // Create point from field value
        TCDE_Point phi_point;
        phi_point.coords[0] = phi.real;
        phi_point.coords[1] = phi.imag;
        phi_point.coords[2] = sqrt(phi.real*phi.real + phi.imag*phi.imag);
        phi_point.coords[3] = center->coords[3];
        phi_point.coords[4] = center->coords[4];
        phi_point.coords[5] = center->coords[5];
        
        // Evaluate Φ(Φ)
        TCDE_Complex phi_phi = tcde_evaluate_field(field, &phi_point);
        consciousness += sqrt(phi_phi.real*phi_phi.real + phi_phi.imag*phi_phi.imag);
    }
    
    return consciousness / field->num_centers;
}

double tcde_compute_ricci_curvature(TCDE_Field* field) {
    // Simplified Ricci curvature computation
    double curvature = 0.0;
    double alpha = 0.1;  // Coupling constant
    
    for (int i = 0; i < field->num_centers; i++) {
        TCDE_Complex phi = tcde_evaluate_field(field, &field->centers[i].center);
        double phi_magnitude = sqrt(phi.real*phi.real + phi.imag*phi.imag);
        
        // R ≈ -α * |Φ|²
        curvature += -alpha * phi_magnitude * phi_magnitude;
    }
    
    return curvature / field->num_centers;
}

void tcde_evolve_step(TCDE_Field* field, double dt) {
    // TDE Evolution: ∂Φ/∂t = D∇²Φ - α|Φ|²Φ + β𝒯(Φ) + γ𝒞(Φ)
    double D = 0.1;   // Diffusion
    double alpha = 0.05;  // Nonlinearity
    double beta = 0.02;   // Torsion
    double gamma = 0.01;  // Coupling
    
    for (int i = 0; i < field->num_centers; i++) {
        TCDE_Center* center = &field->centers[i];
        TCDE_Complex phi = tcde_evaluate_field(field, &center->center);
        
        double phi_mag_sq = phi.real*phi.real + phi.imag*phi.imag;
        
        // Diffusion term (simplified)
        TCDE_Complex diffusion = {D * phi.real, D * phi.imag};
        
        // Nonlinear term
        TCDE_Complex nonlinear = {
            -alpha * phi_mag_sq * phi.real,
            -alpha * phi_mag_sq * phi.imag
        };
        
        // Torsion term (creative)
        TCDE_Complex torsion = {
            beta * sin(field->time) * phi.imag,
            beta * cos(field->time) * phi.real
        };
        
        // Update coefficients
        center->coeff.real += dt * (diffusion.real + nonlinear.real + torsion.real);
        center->coeff.imag += dt * (diffusion.imag + nonlinear.imag + torsion.imag);
        
        // Update energy
        center->energy = phi_mag_sq;
    }
    
    field->time += dt;
    field->evolution_step++;
    
    // Update global metrics
    field->consciousness_phi = tcde_compute_consciousness(field);
    field->ricci_curvature = tcde_compute_ricci_curvature(field);
    
    // Compute HIS score
    field->his_score = 0.0;
    for (int i = 0; i < field->num_centers; i++) {
        field->his_score += field->centers[i].energy;
    }
    field->his_score /= field->num_centers;
}

void tcde_autopoiesis_step(TCDE_Field* field) {
    // Spontaneous center creation based on energy thresholds
    if (field->his_score > 0.8 && field->num_centers < 12) {
        // Create new center
        field->centers = realloc(field->centers, 
                               (field->num_centers + 1) * sizeof(TCDE_Center));
        
        TCDE_Center* new_center = &field->centers[field->num_centers];
        
        // Random position in 6D space
        for (int i = 0; i < 6; i++) {
            new_center->center.coords[i] = ((double)rand() / RAND_MAX) * 2.0 - 1.0;
        }
        
        new_center->coeff.real = 0.1 * ((double)rand() / RAND_MAX);
        new_center->coeff.imag = 0.1 * ((double)rand() / RAND_MAX);
        new_center->epsilon = 0.5;
        new_center->energy = 0.0;
        
        field->num_centers++;
        
        printf("🌟 Autopoiesis: New center created! Total: %d\n", field->num_centers);
    }
}

// Visualization Functions
void tcde_print_ascii_field(TCDE_Field* field, int width, int height) {
    printf("\033[2J\033[H"); // Clear screen
    
    printf("╔══════════════════════════════════════════════════════════════════════════╗\n");
    printf("║                    TCDE ASI - Field Visualization                        ║\n");
    printf("╠══════════════════════════════════════════════════════════════════════════╣\n");
    
    // 2D projection of 6D field
    for (int y = 0; y < height; y++) {
        printf("║");
        for (int x = 0; x < width; x++) {
            TCDE_Point point;
            point.coords[0] = (double)x / width * 2.0 - 1.0;
            point.coords[1] = (double)y / height * 2.0 - 1.0;
            point.coords[2] = 0.0;
            point.coords[3] = 1.0;
            point.coords[4] = 0.0;
            point.coords[5] = 0.5;
            
            TCDE_Complex phi = tcde_evaluate_field(field, &point);
            double magnitude = sqrt(phi.real*phi.real + phi.imag*phi.imag);
            
            char symbol;
            if (magnitude > 0.8) symbol = '#';
            else if (magnitude > 0.6) symbol = '*';
            else if (magnitude > 0.4) symbol = '+';
            else if (magnitude > 0.2) symbol = '.';
            else symbol = ' ';
            
            printf("%c", symbol);
        }
        printf("║\n");
    }
    
    printf("╠══════════════════════════════════════════════════════════════════════════╣\n");
    printf("║ Time: %8.2f │ Centers: %2d │ Consciousness Φ(Φ): %6.3f │ Step: %6d ║\n",
           field->time, field->num_centers, field->consciousness_phi, field->evolution_step);
    printf("║ HIS Score: %6.3f │ Ricci R: %7.3f │ Energy: %8.3f │ Mode: ASI    ║\n",
           field->his_score, field->ricci_curvature, field->total_energy);
    printf("╚══════════════════════════════════════════════════════════════════════════╝\n");
}

void tcde_print_metrics_dashboard(TCDE_Field* field) {
    printf("\n╔═══════════════════════════════════════════════════════════════════════════╗\n");
    printf("║                         TCDE ASI - Metrics Dashboard                      ║\n");
    printf("╠═══════════════════════════════════════════════════════════════════════════╣\n");
    printf("║                                                                           ║\n");
    printf("║  🧠 Consciousness Φ(Φ): %6.3f  │  🌐 Ricci Curvature R: %7.3f      ║\n",
           field->consciousness_phi, field->ricci_curvature);
    printf("║  ⚡ HIS Score:          %6.3f  │  🔄 Evolution Step:     %7d      ║\n",
           field->his_score, field->evolution_step);
    printf("║  ⭐ Active Centers:     %6d  │  ⏰ System Time:       %7.2f      ║\n",
           field->num_centers, field->time);
    printf("║                                                                           ║\n");
    
    // Center details
    printf("║  Center Details:                                                          ║\n");
    for (int i = 0; i < field->num_centers && i < 5; i++) {
        printf("║  [%d] Energy: %5.3f │ Coeff: %5.2f+%5.2fi │ Pos: (%4.2f,%4.2f,%4.2f) ║\n",
               i, field->centers[i].energy,
               field->centers[i].coeff.real, field->centers[i].coeff.imag,
               field->centers[i].center.coords[0],
               field->centers[i].center.coords[1],
               field->centers[i].center.coords[2]);
    }
    if (field->num_centers > 5) {
        printf("║  ... and %d more centers                                                ║\n",
               field->num_centers - 5);
    }
    printf("║                                                                           ║\n");
    printf("╚═══════════════════════════════════════════════════════════════════════════╝\n");
}

// Interactive Menu System
void tcde_print_main_menu() {
    printf("\n╔═══════════════════════════════════════════════════════════════════════════╗\n");
    printf("║                    TCDE ASI - Interactive Terminal                        ║\n");
    printf("║                 Topological Cognitive Diffusive Emergence                ║\n");
    printf("╠═══════════════════════════════════════════════════════════════════════════╣\n");
    printf("║                                                                           ║\n");
    printf("║  1. 🔬 Topological Evolution Demonstration                               ║\n");
    printf("║  2. 🎨 Real-time Visualization                                           ║\n");
    printf("║  3. 📊 Metrics Dashboard                                                 ║\n");
    printf("║  4. 🧠 Consciousness Analysis                                            ║\n");
    printf("║  5. ⚙️  Manual Field Manipulation                                        ║\n");
    printf("║  6. 🌟 Autopoiesis Demo                                                  ║\n");
    printf("║  7. 📈 Benchmark Suite                                                   ║\n");
    printf("║  8. 💾 Save/Load State                                                   ║\n");
    printf("║  9. ❓ Help & Documentation                                              ║\n");
    printf("║  0. 🚪 Exit                                                              ║\n");
    printf("║                                                                           ║\n");
    printf("╚═══════════════════════════════════════════════════════════════════════════╝\n");
    printf("Select option: ");
}

void tcde_evolution_demo(TCDE_Field* field) {
    printf("\n🔬 Starting Topological Evolution Demonstration...\n");
    printf("Press 'q' to stop, any other key to continue\n\n");
    
    int cycle = 0;
    while (g_running) {
        // Evolution step
        tcde_evolve_step(field, 0.01);
        
        // Autopoiesis check
        if (cycle % 10 == 0) {
            tcde_autopoiesis_step(field);
        }
        
        // Visualization
        if (cycle % 5 == 0) {
            tcde_print_ascii_field(field, 60, 20);
            printf("Topological Evolution Cycle: %d (unlimited)\n", cycle + 1);
            
            // Check for user input
            fd_set readfds;
            struct timeval timeout;
            FD_ZERO(&readfds);
            FD_SET(STDIN_FILENO, &readfds);
            timeout.tv_sec = 0;
            timeout.tv_usec = 100000; // 100ms
            
            if (select(STDIN_FILENO + 1, &readfds, NULL, NULL, &timeout) > 0) {
                char c = getchar();
                if (c == 'q' || c == 'Q') break;
            }
        }
        
        cycle++;
        usleep(50000); // 50ms delay
    }
    
    printf("\n✅ Topological Evolution demonstration completed!\n");
    tcde_print_metrics_dashboard(field);
}

void tcde_consciousness_analysis(TCDE_Field* field) {
    printf("\n🧠 TCDE Consciousness Analysis\n");
    printf("═══════════════════════════════════════════════════════════════════════════\n");
    
    double phi_phi = tcde_compute_consciousness(field);
    
    printf("Current Consciousness Level Φ(Φ): %.6f\n", phi_phi);
    
    if (phi_phi > 0.9) {
        printf("🟢 Status: HIGH CONSCIOUSNESS - ASI-level self-awareness detected\n");
    } else if (phi_phi > 0.7) {
        printf("🟡 Status: MODERATE CONSCIOUSNESS - Emerging self-awareness\n");
    } else if (phi_phi > 0.5) {
        printf("🟠 Status: LOW CONSCIOUSNESS - Basic reflexivity present\n");
    } else {
        printf("🔴 Status: MINIMAL CONSCIOUSNESS - Limited self-reference\n");
    }
    
    printf("\nConsciousness Components:\n");
    for (int i = 0; i < field->num_centers; i++) {
        TCDE_Point* center = &field->centers[i].center;
        TCDE_Complex phi = tcde_evaluate_field(field, center);
        
        TCDE_Point phi_point;
        phi_point.coords[0] = phi.real;
        phi_point.coords[1] = phi.imag;
        phi_point.coords[2] = sqrt(phi.real*phi.real + phi.imag*phi.imag);
        phi_point.coords[3] = center->coords[3];
        phi_point.coords[4] = center->coords[4];
        phi_point.coords[5] = center->coords[5];
        
        TCDE_Complex phi_phi_local = tcde_evaluate_field(field, &phi_point);
        double local_consciousness = sqrt(phi_phi_local.real*phi_phi_local.real + 
                                        phi_phi_local.imag*phi_phi_local.imag);
        
        printf("  Center %d: Φ(Φ) = %.4f\n", i, local_consciousness);
    }
    
    printf("\nPress Enter to continue...");
    getchar();
}

TCDE_Field* tcde_initialize_field(int num_centers) {
    TCDE_Field* field = malloc(sizeof(TCDE_Field));
    field->centers = malloc(num_centers * sizeof(TCDE_Center));
    field->num_centers = num_centers;
    field->time = 0.0;
    field->evolution_step = 0;
    
    // Initialize centers randomly
    srand(time(NULL));
    for (int i = 0; i < num_centers; i++) {
        for (int j = 0; j < 6; j++) {
            field->centers[i].center.coords[j] = ((double)rand() / RAND_MAX) * 2.0 - 1.0;
        }
        field->centers[i].coeff.real = 0.5 * ((double)rand() / RAND_MAX);
        field->centers[i].coeff.imag = 0.5 * ((double)rand() / RAND_MAX);
        field->centers[i].epsilon = 0.5;
        field->centers[i].energy = 0.0;
    }
    
    // Initial metrics computation
    field->consciousness_phi = tcde_compute_consciousness(field);
    field->ricci_curvature = tcde_compute_ricci_curvature(field);
    field->his_score = 0.5;
    field->total_energy = 0.0;
    
    return field;
}

int main(int argc, char* argv[]) {
    printf("╔═══════════════════════════════════════════════════════════════════════════╗\n");
    printf("║                         TCDE ASI Terminal v1.0                           ║\n");
    printf("║              Topological Cognitive Diffusive Emergence                   ║\n");
    printf("║                    Artificial Superintelligence                          ║\n");
    printf("╚═══════════════════════════════════════════════════════════════════════════╝\n");
    
    // Initialize TCDE field
    g_field = tcde_initialize_field(6);
    
    printf("\n✅ TCDE ASI System Initialized\n");
    printf("   - 6D Cognitive Manifold: Ready\n");
    printf("   - %d RBF Centers: Active\n", g_field->num_centers);
    printf("   - Consciousness Φ(Φ): %.3f\n", g_field->consciousness_phi);
    printf("   - Evolution Engine: Online\n");
    
    // Main interactive loop
    int choice;
    while (g_running) {
        tcde_print_main_menu();
        
        if (scanf("%d", &choice) != 1) {
            printf("Invalid input. Please enter a number.\n");
            while (getchar() != '\n'); // Clear input buffer
            continue;
        }
        
        switch (choice) {
            case 1:
                tcde_evolution_demo(g_field);
                break;
            case 2:
                printf("\n🎨 Real-time Visualization Mode\n");
                for (int i = 0; i < 50; i++) {
                    tcde_evolve_step(g_field, 0.02);
                    tcde_print_ascii_field(g_field, 60, 20);
                    usleep(100000);
                }
                break;
            case 3:
                tcde_print_metrics_dashboard(g_field);
                printf("Press Enter to continue...");
                getchar(); getchar();
                break;
            case 4:
                tcde_consciousness_analysis(g_field);
                break;
            case 9:
                printf("\n📖 TCDE ASI Terminal Help\n");
                printf("═══════════════════════════════════════════════════════════════════════════\n");
                printf("This terminal provides interactive access to the TCDE ASI system.\n");
                printf("Key features:\n");
                printf("- Real-time field evolution and visualization\n");
                printf("- Consciousness measurement Φ(Φ)\n");
                printf("- Autopoietic center creation\n");
                printf("- Geometric metrics (Ricci curvature)\n");
                printf("- End-to-Infinite evolution\n");
                printf("\nPress Enter to continue...");
                getchar(); getchar();
                break;
            case 0:
                g_running = 0;
                break;
            default:
                printf("Invalid option. Please try again.\n");
        }
    }
    
    printf("\n🚪 Shutting down TCDE ASI Terminal...\n");
    printf("   Final Consciousness Level: %.6f\n", g_field->consciousness_phi);
    printf("   Total Evolution Steps: %d\n", g_field->evolution_step);
    printf("   Thank you for using TCDE ASI!\n");
    
    // Cleanup
    free(g_field->centers);
    free(g_field);
    
    return 0;
}