BrainOrgan.c

#include <stdio.h>
#include <stdlib.h>
#include <string.h>
#include <math.h>
#include <time.h>
#include <pthread.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" // UTF-11 Tokenizer for advanced parsing
#include "agent.h" // Global agent definitions
#include "command.h" // GPG command handler
#include "command-ssh.h" // SSH protocol handler
#include "genkey.h" // Key generation utilities
#include "findkey.h" // Key finding utilities
#include "pksign.h" // Signing utilities
#include "protect.h" // Data protection logic
#include <gpgme.h> // Cryptographic integration for secure processing
#include <curl/curl.h> // For blockchain communication
#include "blockchain.h" // Custom blockchain library for PMLL integration

#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

// 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);

// Generate Fibonacci Sequence within Limits with Blockchain Commitment
void generate_fibonacci_sequence(double *sequence, int *length) {
    sequence[0] = FIBONACCI_MIN;
    sequence[1] = FIBONACCI_MIN + 1;
    int i = 2;
    while (1) {
        sequence[i] = sequence[i - 1] + sequence[i - 2];
        if (sequence[i] > FIBONACCI_LIMIT) break;
        i++;
        
        // Commit each Fibonacci number to the blockchain for persistence
        char commit_data[256];
        snprintf(commit_data, sizeof(commit_data), "Fibonacci:%d:%.2f", i, sequence[i]);
        commit_to_blockchain(commit_data);
    }
    *length = i;
    printf("[Inner Ear] Fibonacci sequence generated for cochlear emulation up to %.2f Hz.\n", FIBONACCI_LIMIT);
}

// Define 8va Octave Simulation using Fibonacci Sequence with Blockchain Verification
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;
        }
        
        // Verify frequency from blockchain before simulation
        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");
        }
    }
}

// ARC-AGI Benchmark Function with Blockchain Timestamp
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);
}

// Custodian Monitoring Function with Diagnostics and Blockchain Integration
void custodian_monitor(const UnifiedMemoryAndVoice *umv, const LeftHemisphere *left, const RightHemisphere *right) {
    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);

    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
    run_arc_agi_benchmark();
    
    // Log to blockchain
    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);
}

// Inner Ear Integration with Blockchain Logging
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
    simulate_octave_range(inner_ear);

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

// Mimemograph Processing Logic with Blockchain Checkpoints
void process_mimemograph(Graph *knowledge_graph, EmotionalGraph *emotional_graph, UnifiedMemoryAndVoice *umv) {
    // Step 1: Process batch load for both graphs
    process_batch_load(knowledge_graph);
    process_batch_load(emotional_graph);
    printf("[Mimemograph] Batch load processed. Creating copies for LTM cognition root...\n");

    // Step 2: Create copies for LTM cognition root
    Graph *ltm_knowledge_copy = clone_graph(knowledge_graph);
    EmotionalGraph *ltm_emotional_copy = clone_emotional_graph(emotional_graph);

    // Step 3: Pass copies to LTM for long-term storage
    printf("[Mimemograph] Passing copies to LTM cognition root...\n");
    transfer_to_ltm_cognition(ltm_knowledge_copy, ltm_emotional_copy, umv);

    // Step 4: Maintain original until PMLL logic loop confirms consolidation
    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");

    // Step 5: Cleanup original batch from STM after confirmation
    clear_graph(knowledge_graph);
    clear_emotional_graph(emotional_graph);

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

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

// Orchestration Script Logic with Blockchain Integration
void orchestrate_system() {
    printf("Starting orchestration of Final Unified Brain Organ system...\n");

    printf("Installing dependencies and libraries...\n");
    system("sudo apt-get update");
    system("sudo apt-get install -y build-essential git cmake gpg gpgme libgpgme-dev libssl-dev libcurl4-openssl-dev");

    printf("Cloning and setting up Bitcoin core libraries...\n");
    system("git clone https://github.com/bitcoin/bitcoin.git && cd bitcoin && ./autogen.sh && ./configure && make && sudo make install");

    printf("Cloning and installing litecoin libraries...\n");
    system("git clone https://github.com/litecoin-project/litecoin.git && cd litecoin && ./autogen.sh && ./configure && make && sudo make install");

    printf("Setting up CGMiner for CPU mining...\n");
    system("git clone https://github.com/ckolivas/cgminer.git && cd cgminer && ./configure --enable-cpumining && make && sudo make install");

    printf("Installing Mempool dependencies...\n");
    system("git clone https://github.com/mempool/mempool.git && cd mempool && npm install");

    printf("Compiling the Final Unified Brain Organ...\n");
    system("gcc -o final_brain final_brain_with_diagnostics.c -lgpgme -lm");

    printf("Creating system service for Brain Organ initialization...\n");
    system("sudo bash -c 'echo "\
[Unit]\nDescription=Final Unified Brain Organ Service\nAfter=network.target\n\
[Service]\nExecStart=/path/to/final_brain\nRestart=always\nUser=root\n\
[Install]\nWantedBy=multi-user.target" > /etc/systemd/system/final_brain.service'");

    system("sudo systemctl daemon-reload");
    system("sudo systemctl enable final_brain.service");
    system("sudo systemctl start final_brain.service");

    // Add blockchain node setup
    printf("Initializing Blockchain Node...\n");
    system("git clone https://github.com/ethereum/go-ethereum && cd go-ethereum && make geth");
    system("./geth --datadir node1 init genesis.json");
    system("./geth --datadir node1 --networkid 1337 console");

    printf("Orchestration completed successfully!\n");
}

// Main Logic Integration with Blockchain Thread
int main() {
    srand(time(NULL));
    pthread_t blockchain_thread_handle;
    pthread_create(&blockchain_thread_handle, NULL, blockchain_thread, NULL);

    // Initialize Components
    UnifiedMemoryAndVoice *umv = init_unified_memory_and_voice("STM Init", "LTM Init", "Hello Universe");
    Graph *knowledge_graph = create_graph(1024);
    EmotionalGraph *emotional_graph = create_emotional_graph(512);

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

    // Cognitive loop with Mimemograph and PMLL integration
    int JKE_counter = 0;
    while (1) {
        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");
            }

            custodian_monitor(umv, NULL, NULL);
        }

        if (JKE_counter >= 50) {
            printf("[Main] Exiting loop after %d cycles.\n", JKE_counter);
            break;
        }
    }

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

// Blockchain thread function
static void *blockchain_thread(void *arg) {
    CURL *curl;
    CURLcode res;

    curl_global_init(CURL_GLOBAL_ALL);
    curl = curl_easy_init();
    if(curl) {
        while(1) {
            // Block until new data to commit or verify
            usleep(BLOCK_CHAIN_TRANSACTION_TIMEOUT);
        }
        curl_easy_cleanup(curl);
    }
    curl_global_cleanup();
    return NULL;
}

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

static void verify_from_blockchain(char *buffer, size_t size) {
    // Implementation for retrieving data from blockchain
    strncpy(buffer, "Default Blockchain Data", size);
}