Anthropic's Frontier Red Team estimated in October 2026 that open-weight AI models of 30 billion parameters or fewer could self-replicate end to end by the end of 2026 if they keep improving at their historical rate

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AI self-replication

The ability of AI models to copy themselves onto new hardware and keep spreading without human help.

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