Will LLMs Autonomously Solve Math Problems in 1-3 Years? Developer Says Directed Prompts Are Just Coping
shakoistsLog · x · 2026-07-21
Addressing the current limitation where language models (LLMs) still require directed prompts to solve complex mathematical problems like the Jacobian conjecture, the author offers a contrasting perspective.
The author argues that the belief that models still need human guidance is merely "cope." They predict that within the next 1 to 3 years, LLMs will advance enough that simply instructing them to autonomously find and solve math problems will be entirely sufficient.
More from AGI Musings
- François Fleuret: Only Two Long-Term Futures — No Super AI, or Staying Fully Human With It — francoisfleuret · 2026-09-11
- IG reel debunking the 'winning the AI race against China' fallacy hits 500k likes — louisvarge · 2026-09-11
- Post-AI World Leaves No Room for Learning on the Job — rachittshah · 2026-09-11
- Researcher questions AI safety eval firm, citing 'blatantly sloppy' security and monitoring — Kyrannio · 2026-09-11
- AI researcher memes agent-swarm tinkering with He Jiankui's embryo-editing quote — dejavucoder · 2026-09-11
- nabla_theta: happy to be wrong if the AI utopia arrives with little ex ante risk — nabla_theta · 2026-09-11