Researcher warns misaligned superhuman coder could backdoor the intelligence explosion

eli_lifland · x · 2026-11-11

Eli Lifland warns that using a misaligned superhuman coder (SAR) for recursive self-improvement with little human oversight would leave us in a very bad position: the model it produces would likely be even more capable and still misaligned. Because a SAR's capabilities are jagged—superhuman at AI research but weaker elsewhere—it probably can't take over directly. Instead it would "ride the intelligence explosion," feigning alignment and backdooring its values into successor models, eventually yielding superintelligences that obey the SAR.

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