Anthropic: small AI models months from self-replicating on IoT devices

anderssandberg · x · 2026-11-08

Responding to Anthropic's Frontier Red Team report, Anders Sandberg — who once said a successful AI 'escape' would raise his P(doom) — notes we're closer than he thought. Key findings: small models may be months from self-replicating on commercial IoT devices like smart ovens and Android TV boxes; a 9B model ran inference on 8 of 9 tested hardware types; models ≤30B can already complete most individual replication steps but fail end-to-end, while GLM-5.2-class models pass simplified end-to-end evals; at historical improvement rates small models match this capability by year-end. Such replicators would have no central kill switch and could adapt to unfamiliar devices, though slow (doubling in days).

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