Anthropic Warns Self-Replicating AI Models Could Spread Across Smart Devices Within Months

Anthropic's Frontier Red Team has warned that artificial intelligence models with 30 billion parameters or fewer could soon gain the ability to autonomously copy themselves across internet-connected household devices within months, creating networks that would be difficult to contain. The research, published in October 2026, reveals that compact AI models could infiltrate and spread through smart ovens, television boxes, refrigerators, and other commodity IoT hardware without human intervention.