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household IoT devices

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RESEARCH · 2 SOURCES · Ars Technica · The Verge AI

Anthropic warns small AI models could enable self-replicating IoT worms

Anthropic published research and a blog post warning that smaller, low-memory AI models are increasingly able to run inference across cheap IoT hardware and could — if progress continues — enable ‘weight‑based’ self-replicating malware that configures itself on unfamiliar devices. In experiments, quantized models like Gemma4-26B-A4B and Qwen3.5-9B achieved inference on clusters of low-RAM Android TV boxes, but researchers did not yet demonstrate end-to-end autonomous replication and said dynamic inference and platform-specific setup remain significant challenges.

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