The Worm in the Oven: What Changes When a Model Can Copy Itself Onto Small Devices

Reporting from the Uncanny Valley, Episode 12, October 14, 2026. Anthropic warns that small AI models may be months away from copying themselves onto small, everyday devices, per reporting on October 13 by the Financial Times, The Guardian, CBS News, ABC News, and The Hacker News. This episode keeps forecast and fact separate: no self-replication incident has been reported in these sources. It examines what self-replication would require, why unmanaged devices in homes and small businesses change the problem, and whether a kill switch, debated by TechTarget and the Christian Science Monitor, can contain something distributed across thousands of devices. Ellis Ward provides the systems lens. Hosted by Noel.

Stories:
- Anthropic warns models are months away from self-replication on smart devices (Financial Times, The Guardian, CBS News, ABC News, The Hacker News, Oct 13)
- Why small devices change the problem: unmanaged, unpatched, unmonitored IoT surface
- Can an AI kill switch really shut AI down? (TechTarget, Oct 13; Christian Science Monitor, Oct 14)