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Verouderd28 mei 26, 23:55 UTC8 apr 33, 22:59 UTC
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Will there be any major breakthrough in LLM continual learning before 2030?
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Manifold MarketsWill there be any major breakthrough in LLM continual learning before 2029?
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Manifold MarketsRegels
"Humans begin using speech to pass on what they've learned within a lifetime and then immediately become superintelligent (compared to other animals)" and "AI begins using continual learning to pass on what they've learned in-context within RL and deployment and then immediately becomes superintelligent" don't analogize perfectly, but it's close.
- Will ASI happen less than 365 days after a frontier-ish AI company deploys better-than-nothing continual learning?
- N/A if ASI happens first
- Update 2026-05-29 (PST) (AI summary of creator comment): Continual learning is defined as models being able to learn new things at the weights level without being retrained from scratch.
- Key distinguishing features:
- Current training loops (retraining from scratch or from base model) do not qualify
