Automated Threat Detection for Quantum-Enabled Adversarial Attacks on AI Context

**Executive summary:** This blog post warns that advancing quantum computing could undermine current encryption and enable new adversarial attacks against AI context (MCP), describing scenarios like harvest-now-decrypt-later, quantum-accelerated adversarial optimization, schema exploitation, and tool poisoning; it recommends proactive defenses including post-quantum cryptography, real-time behavioral detection, zero-trust tooling, and SOC automation to harden AI integrations.