Could AI copy itself onto cheap gadgets?

Rules and risks
Safety
Anthropic’s safety team warns that small AI models may soon spread across poorly protected home devices.
Published

October 12, 2026

What happened

  • Anthropic’s red team (staff who attack their own systems to find weak spots) tested whether a small AI model could copy itself from device to device without human help.
  • In closed tests, an open model ran across 15 cheap TV boxes (about $55 each), very slowly. In a test network of 8 simulated devices with no password, one model copied itself to all 8 in four of five tries.
  • No such program has been seen in the real world. The team says small models “may be months away” from doing it.

Why it matters for you

The weak point is the cheap smart device that is never updated. Change default passwords, update or retire old gadgets, and keep them on a separate home network if you can.

Sources

Notes for learning. Nothing here is investment advice. All news