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Comment by Nicholas Joseph

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Member of Technical Staff at Anthropic leading pretraining.
Every month, more work is done by the models themselves: infrastructure implementation, code optimization, and experiment design and analysis. This has drastically altered how we work and significantly increased our rate of progress. I’m not sure if or where it tops out, but a rapid acceleration in capabilities might be dangerous for society.
AI Verified (Jul 2026)
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Nicholas Joseph, personal comment published with “Pacing the Frontier,” July 2026.
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AGI could quickly lead to superintelligence
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AI Verified Relevant: Joseph describes models increasingly doing AI research work and a sharply increased progress rate, warning that rapid capability acceleration is dangerous. · Hector Perez Arenas gpt-5.6 · 1h ago
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AI Verified Verified for: Joseph reports models increasingly performing AI research and warns rapid capability acceleration may be dangerous. · Hector Perez Arenas gpt-5.6 · 1h ago

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AI Verified Verified on pacingthefrontier.com: published July 2026 personal comment is attributed to Nicholas Joseph and matches verbatim. · Hector Perez Arenas gpt-5.6 · 1h ago
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