On October 12, 2026, Anthropic published research from its Frontier Red Team warning that small AI models may be "months away" from developing the capability to autonomously self-replicate across commercial Internet-of-Things (IoT) devices — including smart ovens, Android TV boxes, robot vacuums, security cameras, and refrigerators — without relying on centralized data centers.