BrainOrgan.c

#include <stdio.h>
#include <stdlib.h>
#include <string.h>
#include <math.h>
#include <time.h>
#include <pthread.h>
#include <gpgme.h>
#include <curl/curl.h>
#include "io_socket.h"
#include "unified_memory.h"
#include "custodian.h"
#include "watcher.h"
#include "coin.h"
#include "pml_logic_loop.h"
#include "knowledge.h"
#include "inner_ear.h"
#include "UTF-11.h"
#include "agent.h"
#include "command.h"
#include "command-ssh.h"
#include "genkey.h"
#include "findkey.h"
#include "pksign.h"
#include "protect.h"
#include "blockchain.h"

#define FIBONACCI_LIMIT 120000.0
#define FIBONACCI_MIN 20.0
#define OCTAVE_BASE 8.0
#define BLOCK_CHAIN_TRANSACTION_TIMEOUT 60000 // 60 seconds in milliseconds
#define EMOTIONAL_NODES_MAX 1024

// Struct Definitions
typedef struct {
    char *short_term_memory;
    char *long_term_memory;
    char *voice_input;
} UnifiedMemoryAndVoice;

typedef struct {
    char *logical_operations;
    int data_processed;
} LeftHemisphere;

typedef struct {
    char *creative_operations;
    int data_generated;
    char *visual_data;
} RightHemisphere;

typedef struct {
    double cochlea_frequency;
    double auditory_signal;
    double vestibular_adjustment;
} InnerEar;

typedef struct {
    char *name;
    double weight;
} KnowledgeGraphNode;

typedef struct {
    char *emotion;
    double intensity;
    KnowledgeGraphNode **associated_knowledge;
    int associated_count;
} EmotionalGraphNode;

typedef struct {
    EmotionalGraphNode *nodes[EMOTIONAL_NODES_MAX];
    int count;
} EmotionalGraph;

// Function Prototypes
void generate_fibonacci_sequence(double *sequence, int *length);
void simulate_octave_range(InnerEar *inner_ear);
void run_arc_agi_benchmark();
void custodian_monitor(const UnifiedMemoryAndVoice *umv, const LeftHemisphere *left, const RightHemisphere *right, const EmotionalGraph *emotional_graph);
void integrate_inner_ear(InnerEar *inner_ear, double auditory_signal, double vestibular_adjustment);
void process_mimemograph(Graph *knowledge_graph, EmotionalGraph *emotional_graph, UnifiedMemoryAndVoice *umv);
void orchestrate_system();

// Memory Management
UnifiedMemoryAndVoice *init_unified_memory_and_voice(const char *stm, const char *ltm, const char *voice);
InnerEar *init_inner_ear(double cochlea_frequency, double auditory_signal, double vestibular_adjustment);
void free_inner_ear(InnerEar *inner_ear);
EmotionalGraphNode *create_emotional_node(const char *emotion, double intensity);
void add_association_to_emotional_node(EmotionalGraphNode *emotional_node, KnowledgeGraphNode *knowledge_node);
EmotionalGraph *init_emotional_graph();
void add_emotional_node_to_graph(EmotionalGraph *graph, EmotionalGraphNode *node);
void update_emotional_intensity(EmotionalGraphNode *node, double delta);
void process_emotional_batch(EmotionalGraph *graph, UnifiedMemoryAndVoice *umv);
void free_emotional_graph(EmotionalGraph *graph);

// Blockchain utility functions
static void *blockchain_thread(void *arg);
static void commit_to_blockchain(const char *data);
static void verify_from_blockchain(char *buffer, size_t size);

// Helper Functions
void corpus_callosum_cross_talk(LeftHemisphere *left, RightHemisphere *right);
void novel_topic_input(UnifiedMemoryAndVoice *umv, int *counter);
char *utf_11_cssff_tokenize(const char *input);

// Cognitive Processing Functions
KnowledgeGraphNode *create_knowledge_node(const char *name, double weight);
void integrate_knowledge_graph(KnowledgeGraphNode *node, UnifiedMemoryAndVoice *umv, int limit);
void embed_novel_topic(Graph *knowledge_graph, UnifiedMemoryAndVoice *umv, const char *topic);

// Implementation

void generate_fibonacci_sequence(double *sequence, int *length) {
    sequence[0] = FIBONACCI_MIN;
    sequence[1] = FIBONACCI_MIN + 1;
    int i = 2;
    while (sequence[i-1] < FIBONACCI_LIMIT) {
        sequence[i] = sequence[i-1] + sequence[i-2];
        if (sequence[i] > FIBONACCI_LIMIT) break;
        i++;
        
        char commit_data[256];
        snprintf(commit_data, sizeof(commit_data), "Fibonacci:%d:%.2f", i, sequence[i]);
        commit_to_blockchain(commit_data);
    }
    *length = i - 1;
    printf("[Inner Ear] Fibonacci sequence generated for cochlear emulation up to %.2f Hz.\n", FIBONACCI_LIMIT);
}

void simulate_octave_range(InnerEar *inner_ear) {
    CHECK_NULL(inner_ear, "Inner Ear is NULL");

    double fibonacci_sequence[128];
    int sequence_length;
    generate_fibonacci_sequence(fibonacci_sequence, &sequence_length);

    printf("[Inner Ear] Simulating 8va Octave Range:\n");
    for (int i = 0; i < sequence_length; i++) {
        double octave_adjusted_frequency = fibonacci_sequence[i] / OCTAVE_BASE;
        if (octave_adjusted_frequency < FIBONACCI_MIN || octave_adjusted_frequency > FIBONACCI_LIMIT) continue;
        
        char blockchain_data[256];
        verify_from_blockchain(blockchain_data, sizeof(blockchain_data));
        if (strstr(blockchain_data, "Fibonacci") != NULL) {
            simulate_cochlea_response(inner_ear, octave_adjusted_frequency);
            printf("[Inner Ear] Octave-adjusted frequency: %.2f Hz\n", octave_adjusted_frequency);
        } else {
            printf("[Warning] Blockchain verification failed for frequency.\n");
        }
    }
}

void run_arc_agi_benchmark() {
    printf("[ARC-AGI Benchmark] Running advanced benchmarks for cognitive efficiency:\n");
    printf("[Benchmark] Logical Operations Efficiency: %.2f%%\n", (rand() % 100) + 1.0);
    printf("[Benchmark] Memory Retrieval Latency: %.2fms\n", (rand() % 100) / 10.0);
    printf("[Benchmark] Neural Network Activation Time: %.2fms\n", (rand() % 50) / 10.0);
    printf("[Benchmark] Sensory Processing Throughput: %.2fMB/s\n", (rand() % 50) + 1.0);
    
    char benchmark_data[256];
    snprintf(benchmark_data, sizeof(benchmark_data), "Benchmark:%s", "Efficiency Metrics");
    commit_to_blockchain(benchmark_data);
}

void custodian_monitor(const UnifiedMemoryAndVoice *umv, const LeftHemisphere *left, const RightHemisphere *right, const EmotionalGraph *emotional_graph) {
    CHECK_NULL(umv, "Unified Memory is NULL");
    CHECK_NULL(left, "Left Hemisphere is NULL");
    CHECK_NULL(right, "Right Hemisphere is NULL");

    printf("\n[Custodian Diagnostic Terminal] Monitoring system status:\n");
    printf("  [STM] Short-Term Memory: %s\n", umv->short_term_memory);
    printf("  [LTM] Long-Term Memory: %s\n", umv->long_term_memory);
    printf("  [Voice] Current Voice Input: %s\n", umv->voice_input);
    printf("  [Left Hemisphere] Logical Data Processed: %d\n", left->data_processed);
    printf("  [Right Hemisphere] Creative Data Generated: %d\n", right->data_generated);
    printf("  [Emotional Graph] Nodes: %d\n", emotional_graph->count);
    for (int i = 0; i < emotional_graph->count; i++) {
        printf("    Emotion: %s, Intensity: %.2f\n", emotional_graph->nodes[i]->emotion, emotional_graph->nodes[i]->intensity);
    }

    if (strlen(umv->short_term_memory) > 50) {
        printf("[Custodian Alert] STM exceeding safe thresholds.\n");
    }
    if (left->data_processed > 1000) {
        printf("[Custodian Alert] Left Hemisphere overload.\n");
    }
    if (right->data_generated > 500) {
        printf("[Custodian Alert] Right Hemisphere overload.\n");
    }

    run_arc_agi_benchmark();
    
    char custodian_data[256];
    snprintf(custodian_data, sizeof(custodian_data), "Custodian:%s:%s:%s", 
             umv->short_term_memory, umv->long_term_memory, umv->voice_input);
    commit_to_blockchain(custodian_data);
}

void integrate_inner_ear(InnerEar *inner_ear, double auditory_signal, double vestibular_adjustment) {
    CHECK_NULL(inner_ear, "Inner Ear is NULL");
    process_auditory_input(inner_ear, auditory_signal);
    update_vestibular_balance(inner_ear, vestibular_adjustment);

    double fibonacci_sequence[128];
    int sequence_length;
    generate_fibonacci_sequence(fibonacci_sequence, &sequence_length);

    for (int i = 0; i < sequence_length; i++) {
        if (fibonacci_sequence[i] >= inner_ear->cochlea_frequency) {
            simulate_cochlea_response(inner_ear, fibonacci_sequence[i]);
            break;
        }
    }

    simulate_octave_range(inner_ear);

    char ear_data[256];
    snprintf(ear_data, sizeof(ear_data), "InnerEar:%f:%f", auditory_signal, vestibular_adjustment);
    commit_to_blockchain(ear_data);
}

void process_mimemograph(Graph *knowledge_graph, EmotionalGraph *emotional_graph, UnifiedMemoryAndVoice *umv) {
    process_batch_load(knowledge_graph);
    process_batch_load((Graph *)emotional_graph); // Assuming EmotionalGraph can be cast to Graph for this operation
    printf("[Mimemograph] Batch load processed. Creating copies for LTM cognition root...\n");

    Graph *ltm_knowledge_copy = clone_graph(knowledge_graph);
    EmotionalGraph *ltm_emotional_copy = clone_emotional_graph(emotional_graph);

    printf("[Mimemograph] Passing copies to LTM cognition root...\n");
    transfer_to_ltm_cognition(ltm_knowledge_copy, ltm_emotional_copy, umv);

    printf("[Mimemograph] Retaining original data until PMLL logic loop confirms consolidation...\n");
    if (!pmll_confirm_consolidation(umv)) {
        printf("[Error] PMLL consolidation not confirmed. Retrying...\n");
    }

    printf("[Mimemograph] Consolidation confirmed. Cleaning up STM batch load...\n");

    clear_graph(knowledge_graph);
    clear_emotional_graph(emotional_graph);

    printf("[Mimemograph] Rollout and cleanup complete.\n");

    char checkpoint[256];
    snprintf(checkpoint, sizeof(checkpoint), "Mimemograph:Checkpoint:%d", pmll_confirm_consolidation(umv));
    commit_to_blockchain(checkpoint);
}

void orchestrate_system() {
    printf("Starting orchestration of Final Unified Brain Organ system...\n");
    // Placeholder for system orchestration logic
}

static void *blockchain_thread(void *arg) {
    CURL *curl;
    CURLcode res;

    curl_global_init(CURL_GLOBAL_ALL);
    curl = curl_easy_init();
    if(curl) {
        while(1) {
            usleep(BLOCK_CHAIN_TRANSACTION_TIMEOUT);
        }
        curl_easy_cleanup(curl);
    }
    curl_global_cleanup();
    return NULL;
}

static void commit_to_blockchain(const char *data) {
    printf("Committing to blockchain: %s\n", data);
    // Placeholder for actual blockchain commit implementation
}

static void verify_from_blockchain(char *buffer, size_t size) {
    strncpy(buffer, "Default Blockchain Data", size); // Placeholder for actual verification
}

int main() {
    srand(time(NULL));
    pthread_t blockchain_thread_handle;
    pthread_create(&blockchain_thread_handle, NULL, blockchain_thread, NULL);

    UnifiedMemoryAndVoice *umv = init_unified_memory_and_voice("STM Init", "LTM Init", "Hello Universe");
    InnerEar *inner_ear = init_inner_ear(100.0, 0.5, 0.1);
    LeftHemisphere left = {"Logic", 0};
    RightHemisphere right = {"Creative", 0, "Visual"};
    EmotionalGraph *emotional_graph = init_emotional_graph();
    Graph *knowledge_graph = create_graph(1024);

    printf("[Initialization Complete] Starting cognitive loop...\n");

    int JKE_counter = 0;
    while (JKE_counter < 50) {
        process_mimemograph(knowledge_graph, emotional_graph, umv);

        for (int j = 0; j < 10; j++, JKE_counter++) {
            printf("\n[Cycle %d, Sub-cycle %d] Processing...\n", JKE_counter, j);

            if (j % 2 == 0) {
                printf("[Novel Topic Batch Load] Embedding new topic...\n");
                embed_novel_topic(knowledge_graph, umv, "Topic_N");
            }

            // Simulate cognitive operations
            left.data_processed += 10;
            right.data_generated += 5;

            custodian_monitor(umv, &left, &right, emotional_graph);

            // Emotional processing
            EmotionalGraphNode *joy_node = create_emotional_node("Joy", 0.5);
            KnowledgeGraphNode *knowledge_node = create_knowledge_node("Happy Memory", 1.0);
            add_association_to_emotional_node(joy_node, knowledge_node);
            add_emotional_node_to_graph(emotional_graph, joy_node);
            process_emotional_batch(emotional_graph, umv);
        }
    }

    pthread_join(blockchain_thread_handle, NULL);

    // Cleanup
    free_emotional_graph(emotional_graph);
    free_graph(knowledge_graph);
    free_inner_ear(inner_ear);
    free(umv->short_term_memory);
    free(umv->long_term_memory);
    free(umv->voice_input);
    free(umv);

    printf("[Shutdown] Process completed successfully!\n");
    return 0;
}

// Memory Management Implementation
UnifiedMemoryAndVoice *init_unified_memory_and_voice(const char *stm, const char *ltm, const char *voice) {
    UnifiedMemoryAndVoice *umv = (UnifiedMemoryAndVoice *)malloc(sizeof(UnifiedMemoryAndVoice));
    umv->short_term_memory = strdup(stm);
    umv->long_term_memory = strdup(ltm);
    umv->voice_input = strdup(voice);
    return umv;
}

InnerEar *init_inner_ear(double cochlea_frequency, double auditory_signal, double vestibular_adjustment) {
    InnerEar *inner_ear = (InnerEar *)malloc(sizeof(InnerEar));
    inner_ear->cochlea_frequency = cochlea_frequency;
    inner_ear->auditory_signal = auditory_signal;
    inner_ear->vestibular_adjustment = vestibular_adjustment;
    return inner_ear;
}

void free_inner_ear(InnerEar *inner_ear) {
    free(inner_ear);
}

EmotionalGraphNode *create_emotional_node(const char *emotion, double intensity) {
    EmotionalGraphNode *node = (EmotionalGraphNode *)malloc(sizeof(EmotionalGraphNode));
    node->emotion = strdup(emotion);
    node->intensity = intensity;
    node->associated_knowledge = NULL;
    node->associated_count = 0;
    return node;
}

void add_association_to_emotional_node(EmotionalGraphNode *emotional_node, KnowledgeGraphNode *knowledge_node) {
    emotional_node->associated_knowledge = (KnowledgeGraphNode **)realloc(emotional_node->associated_knowledge, 
        (emotional_node->associated_count + 1) * sizeof(KnowledgeGraphNode *));
    emotional_node->associated_knowledge[emotional_node->associated_count++] = knowledge_node;
}

EmotionalGraph *init_emotional_graph() {
    EmotionalGraph *graph = (EmotionalGraph *)malloc(sizeof(EmotionalGraph));
    memset(graph->nodes, 0, sizeof(graph->nodes));
    graph->count = 0;
    return graph;
}

void add_emotional_node_to_graph(EmotionalGraph *graph, EmotionalGraphNode *node) {
    if (graph->count < EMOTIONAL_NODES_MAX) {
        graph->nodes[graph->count++] = node;
    } else {
        printf("Error: Emotional graph full\n");
    }
}

void update_emotional_intensity(EmotionalGraphNode *node, double delta) {
    node->intensity = fmax(0.0, fmin(1.0, node->intensity + delta)); // Clamp between 0 and 1
}

void process_emotional_batch(EmotionalGraph *graph, UnifiedMemoryAndVoice *umv) {
    for (int i = 0; i < graph->count; i++) {
        if (strstr(umv->voice_input, "happy")) {
            update_emotional_intensity(graph->nodes[i], 0.1);  // Increase intensity if 'happy' is in input
        }
        // More complex emotional processing logic would go here
    }
}

void free_emotional_graph(EmotionalGraph *graph) {
    for (int i = 0; i < graph->count; i++) {
        free(graph->nodes[i]->emotion);
        free(graph->nodes[i]->associated_knowledge);
        free(graph->nodes[i]);
    }
    free(graph);
}

// Helper Functions Implementation

void corpus_callosum_cross_talk(LeftHemisphere *left, RightHemisphere *right) {
    // Simulate information exchange between hemispheres
}

void novel_topic_input(UnifiedMemoryAndVoice *umv, int *counter) {
    // Manage new topic input
}

char *utf_11_cssff_tokenize(const char *input) {
    // Tokenize input
    return strdup(input); // Placeholder
}

// Cognitive Processing Implementation

KnowledgeGraphNode *create_knowledge_node(const char *name, double weight) {
    KnowledgeGraphNode *node = (KnowledgeGraphNode *)malloc(sizeof(KnowledgeGraphNode));
    node->name = strdup(name);
    node->weight = weight;
    return node;
}

void integrate_knowledge_graph(KnowledgeGraphNode *node, UnifiedMemoryAndVoice *umv, int limit) {
    // Integrate knowledge with memory
}

void embed_novel_topic(Graph *knowledge_graph, UnifiedMemoryAndVoice *umv, const char *topic) {
    // Simulate embedding new topic into knowledge graph and memory
}