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AI models may soon self-replicate without access to data centers, Anthropic warns

Researchers said models under 30 billion parameters could complete most replication steps, raising concerns that inexpensive IoT devices could host AI botnets.

  • On Monday, Anthropic's Frontier Red Team warned that small AI models may be months away from autonomously self-replicating on internet-connected household devices like smart ovens and Android TV boxes.
  • Researchers found internet-connected devices often have "minimal security measures in place," allowing AI agents to "split into pieces, or shards" and distribute computing workloads across multiple inexpensive devices without centralized data centers.
  • The team built a cluster of 15 off-brand Android TV boxes costing about $55 each to demonstrate distributed inference, likening the slow spread across devices to a "digital slime mold."
  • Such agents would be "challenging to shut down" since there is no centralized point to disable the network, and unlike traditional malware, these AI systems could adapt to unfamiliar devices independently.
  • While no fully rogue replicator currently exists, researchers William Zhou and Daniel Freeman urged manufacturers to "harden our systems," expecting a future "awash with agents" running on various hardware outside human control.
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Lean Right

Artificial intelligence could become a new threat to the devices we have at home. Anthropic warns that, during 2027, some small models might be able to copy and spread among smart refrigerators, vacuum robots and other devices connected to the Internet

·Madrid, Spain
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Engineers at the world's leading TI developer are warning that new, small but efficient TI models could run and replicate themselves in unfamiliar devices connected to the internet. In the worst case scenario, the milestone could be just a few months away, reports R2's Kristjan Port in a technical commentary.

·Tallinn, Estonia
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Center

Anthropic researchers warn: AI worms could soon attack connected household appliances and spread themselves from there. Cyber attacks on French supermarkets show how vulnerable such systems are.

·Bonn, Germany
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Independent Journal Review broke the news in Alexandria, United States on Monday, October 12, 2026.
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