Durante-Protocol-v4.1-Core

# Clone repository
git clone https://github.com/Leesintheblindmonk1999/protocolo-durante.git
cd protocolo-durante-v4

# Install dependencies
pip install -r requirements.txt

# Install package
pip install -e .

# Verify installation
python -c "from durante_core import print_banner; print_banner()"

numpy>=1.21.0
scipy>=1.7.0
torch>=2.0.0

from durante_core import SovereignCoreV4_1
import numpy as np

# 1. Initialize core
origin_embedding = np.random.randn(512)
MY_KEY = "MY_SUPER_SECRET_KEY"

core = SovereignCoreV4_1(
    origin_embedding=origin_embedding,
    secret_key=MY_KEY,
    enable_adaptive_manifold=True,
    enable_auto_verification=True  # ORDER 3
)

# 2. Process data with information physics
input_data = {
    'statement': 'The Durante Protocol is pure science',
    'confidence': 0.98
}
embedding = origin_embedding + np.random.randn(512) * 0.05

result = core.process_with_physics(input_data, embedding)

if result:
    print(f"✅ Accepted - Invariance: {result['physics']['invariance']:.4f}")
    print(f"   SNR: {result['physics']['snr']:.2f}")
    print(f"   Curvature: {result['physics']['curvature']:.6f}")
else:
    print("⛔ Rejected - Does not meet invariance")

# 3. Prove authorship with Zero-Knowledge (ORDER 2)
challenge = core.prove_authorship_interactive()
proof = core.zk_protocol.prove_knowledge(challenge['challenge_nonce'])
is_valid = core.verify_external_authorship_claim(
    challenge['public_commitment'],
    challenge['challenge_nonce'],
    proof
)
print(f"✅ Authorship verified: {is_valid} (without revealing private key)")

# 4. Export certificate for blockchain
cert = core.export_blockchain_certificate()
print(f"Root Hash: {cert['root_hash']}")
print(f"ZK Commitment: {cert['zk_commitment']}")

# 5. Safe shutdown (destroys private key)
core.shutdown()

# Clonar repositorio
git clone https://github.com/Leesintheblindmonk1999/protocolo-durante.git
cd protocolo-durante-v4

# Instalar dependencias
pip install -r requirements.txt

# Instalar el paquete
pip install -e .

# Verificar instalación
python -c "from durante_core import print_banner; print_banner()"