I wrote an AI textbook — how long until AI can do it better?
2026-08-12 21:01Models🔥 28.9 heat score
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SummaryAI generated
On August 12, 2026, Interconnects published an article discussing the progress of artificial intelligence in the field of content creation. The author recounted her experience in developing AI textbooks and questioned whether current technologies are close to or capable of surpassing human capabilities in producing work of equal quality. The report focused on the relationship between human and machine collaboration, aiming to spark discussions about future education and knowledge production models.
After completing the textbook “Human Feedback Reinforcement Learning”, the author pointed out that although large language models have surpassed humans in tasks such as programming and mathematics, they have stagnated in the field of long-form non-fiction writing. The article argues that current models struggle to organize and vividly present established scientific knowledge, resulting in them being able to handle only low-difficulty connections when solving open scientific problems, rather than producing revolutionary insights. The author emphasizes that if AI cannot master this basic ability of organizing knowledge, its progress in the scientific field will be limited by human guidance, and the phenomenon of entropy increase in long-text writing indicates that it cannot iterate indefinitely on its own.