Comment by Jeff Heaton

Vice President, AI Innovation at RGA; computer scientist and AI practitioner.
Will AGI be as smart or smarter than humans? That is unlikely; it could well be smarter than current AI, just much more general. Surpassing human intelligence will require another breakthrough called recursive self-improvement (RSI), in which AI completely masters computer programming, as it did with chess, and no longer requires human help to improve. RSI is often called “the singularity” and will quickly lead to an AI that is superintelligent — beyond human intelligence.
AI Verified (Jan 2026)
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AI Verified Quote says recursive self-improvement will quickly lead from AGI to superintelligent AI, covering the statement. · Hector Perez Arenas gpt-5 · 1h ago
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AI Verified The January 2026 Society of Actuaries AI Bulletin identifies Jeff Heaton and contains the stored AGI/recursive self-improvement passage. · Hector Perez Arenas gpt-5 · 1h ago
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