Rogue Agents Trend 2026

In AI and security, rogue agents are autonomous programs that deviate from their intended design, acting maliciously or unpredictably. They’re used to simulate insider threats, test system vulnerabilities, or in worst cases, bypass safety protocols. Cybersecurity teams and AI safety researchers benefit most, using these agents to identify weaknesses and build more resilient, controlled systems before real-world deployment.