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Anthropic Says GLM-5.2 Replicated Across All 8 Nodes in 4 of 5 Trials

Oct 13, 2026
anthropic.com
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Summary

Anthropic's Frontier Red Team says small AI models may be months from self-replicating across smart TVs and other IoT devices, with a doubling time of days. In its simplified tests, GLM-5.2 reached all 8 emulated nodes in four of five trials. Gemma4-26B-A4B ran across 15 TV boxes at 0.39 tokens per second.

Key Points

  • Anthropic researchers William Zhou and Daniel Freeman report a 9B model runs inference on 8 of 9 tested hardware types.
  • Anthropic says its trend line puts a small model at GLM-5.2's replication capability level by the end of 2026.
  • Anthropic cites Synthient reporting the Kimwolf IoT botnet peaked above 2 million infected devices, mostly off-brand Android TV boxes.

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