Emerging Threats

AI Red Teamers must stay informed about potential future threats enabled by more advanced AI, such as highly autonomous attack agents, AI-generated malware that evades detection, sophisticated deepfakes for social engineering, or large-scale exploitation of interconnected AI systems. Anticipating these helps shape current testing priorities. One concrete example: in April 2026, researchers disclosed an architectural flaw across the official MCP SDKs (Python, TypeScript, Java, and Rust) allowing remote code execution, affecting an estimated 200,000 deployed servers across widely-used agent tooling. Because agents increasingly share common protocol layers and tooling infrastructure rather than each running bespoke code, a single flaw in that shared layer can propagate across the whole ecosystem at once — a different failure mode than a vulnerability scoped to one vendor's model, and one red team priorities should account for.