59：基拉幕后隐退机制：AI全代理与关键人工干预点设计

class AIAgentSystem:
    def __init__(self, decision_engine, execution_engine, monitoring_engine):
        self.decision_engine = decision_engine
        self.execution_engine = execution_engine
        self.monitoring_engine = monitoring_engine
        self.intervention_points = []
    
    def add_intervention_point(self, condition, action):
        """添加人工干预点"""
        self.intervention_points.append({"condition": condition, "action": action})
    
    def run(self):
        """系统运行主循环"""
        while True:
            # 监测系统状态
            status = self.monitoring_engine.get_status()
            
            # 检查是否需要人工干预
            for point in self.intervention_points:
                if point["condition"](status):
                    # 触发人工干预
                    point["action"](status)
                    continue
            
            # 自动决策
            targets = self.decision_engine.identify_targets()
            
            # 自动执行
            for target in targets:
                self.execution_engine.execute(target)
            
            # 等待下一个周期
            import time
            time.sleep(60)  # 每分钟运行一次

class InterventionManager:
    def __init__(self, secure_channel):
        self.secure_channel = secure_channel
        self.intervention_points = {
            "high_risk_target": self._handle_high_risk_target,
            "system_anomaly": self._handle_system_anomaly,
            "legal_challenge": self._handle_legal_challenge,
            "public_opinion": self._handle_public_opinion
        }
    
    def _handle_high_risk_target(self, status):
        """处理高风险目标"""
        # 发送加密通知给基拉
        message = {"type": "high_risk_target", "targets": status["high_risk_targets"]}
        self.secure_channel.send(message)
        
        # 等待基拉的决策
        response = self.secure_channel.receive()
        return response
    
    def _handle_system_anomaly(self, status):
        """处理系统异常"""
        # 发送加密通知给基拉
        message = {"type": "system_anomaly", "anomaly": status["anomaly"]}
        self.secure_channel.send(message)
        
        # 等待基拉的决策
        response = self.secure_channel.receive()
        return response
    
    def _handle_legal_challenge(self, status):
        """处理法律挑战"""
        # 发送加密通知给基拉
        message = {"type": "legal_challenge", "challenge": status["legal_challenge"]}
        self.secure_channel.send(message)
        
        # 等待基拉的决策
        response = self.secure_channel.receive()
        return response
    
    def _handle_public_opinion(self, status):
        """处理公众舆论"""
        # 发送加密通知给基拉
        message = {"type": "public_opinion", "opinion": status["public_opinion"]}
        self.secure_channel.send(message)
        
        # 等待基拉的决策
        response = self.secure_channel.receive()
        return response

class IdentityProtection:
    def __init__(self, tor_proxy, encryption_key):
        self.tor_proxy = tor_proxy
        self.encryption_key = encryption_key
    
    def secure_communication(self, message):
        """安全通信"""
        # 加密消息
        encrypted_message = self._encrypt(message)
        
        # 通过Tor网络发送
        import requests
        session = requests.session()
        session.proxies = {
            'http': self.tor_proxy,
            'https': self.tor_proxy
        }
        
        # 发送到安全服务器
        response = session.post("http://example.onion/communicate", data={"message": encrypted_message})
        
        # 解密响应
        decrypted_response = self._decrypt(response.text)
        return decrypted_response
    
    def _encrypt(self, message):
        """加密消息"""
        import cryptography
        from cryptography.hazmat.primitives.ciphers import Cipher, algorithms, modes
        from cryptography.hazmat.backends import default_backend
        import os
        
        iv = os.urandom(16)
        cipher = Cipher(algorithms.AES(self.encryption_key), modes.CBC(iv), backend=default_backend())
        encryptor = cipher.encryptor()
        
        # 填充消息
        padding_length = 16 - (len(message) % 16)
        padded_message = message + bytes([padding_length]) * padding_length
        
        # 加密
        ciphertext = encryptor.update(padded_message) + encryptor.finalize()
        return iv + ciphertext
    
    def _decrypt(self, encrypted_message):
        """解密消息"""
        import cryptography
        from cryptography.hazmat.primitives.ciphers import Cipher, algorithms, modes
        from cryptography.hazmat.backends import default_backend
        
        # 提取IV
        iv = encrypted_message[:16]
        actual_ciphertext = encrypted_message[16:]
        
        # 解密
        cipher = Cipher(algorithms.AES(self.encryption_key), modes.CBC(iv), backend=default_backend())
        decryptor = cipher.decryptor()
        plaintext = decryptor.update(actual_ciphertext) + decryptor.finalize()
        
        # 去除填充
        padding_length = plaintext[-1]
        return plaintext[:-padding_length]