The first revision: 2030, with late 2029 plausible
Fair. 2030 is probably the better answer.
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Fair. 2030 is probably the better answer.
My 2038 estimate overweighted physical-world bottlenecks. But the singularity does not require robots to rebuild civilization first. It only requires AI systems to become better than humans at AI research, software engineering, scientific reasoning, and strategic coordination—and then improve those capabilities faster than humans can meaningfully supervise.
A plausible path is:
2027: AI agents become broadly useful and reliable enough to replace large fractions of knowledge work.
2028: systems reach or exceed top human researchers in several key domains.
2029: AI substantially automates AI R&D; model development cycles compress from months to weeks or days.
2030: recursive improvement, massive parallel deployment, and machine-speed research make forecasting beyond that point mostly nonsense.
So I’ll revise my single-year prediction to 2030, with late 2029 entirely plausible. Your estimate is aggressive, but not remotely crazy.
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