The education system is fixated on preventing AI-assisted cheating, missing the larger point: AI is making the traditional "test" and its associated skills obsolete. The focus must shift from policing tools to a radical curriculum overhaul that prioritizes durable human skills like ethical judgment and creative problem-solving.

Both the host and guest argue that the education system prioritizes memorization and regurgitation over critical thinking. True learning and problem-solving skills are often only developed after formal schooling, in real-world situations that demand independent thought rather than repeated answers.

People who scored 90%+ in school often have a bias towards complexity. They feel a need to justify their intellect by solving complex problems, which can cause them to overlook simple solutions that consumers actually want. The market rewards simplicity, not intellectual complexity.

The idea of a single 'general intelligence' or IQ is misleading because key cognitive abilities exist in a trade-off. For instance, the capacity for broad exploration (finding new solutions) is in tension with the capacity for exploitation (efficiently executing known tasks), which schools and IQ tests primarily measure.

Schooling has become a victim of Goodhart's Law. When a measure (grades, test scores) becomes a target, it ceases to be a good measure. Students become experts at 'doing school' — maximizing the signal — which is a separate skill from the actual creative and intellectual capabilities the system is supposed to foster.

Traditional education focuses on solving well-defined problems, a task increasingly handled by AI. The crucial skill for the next generation is creativity and Socratic dialogue—the ability to ask the right questions and imagine what the future could look like.

AI makes cheating easier, undermining grades as a motivator. More importantly, it enables continuous, nuanced assessment that renders one-off standardized tests obsolete. This forces a necessary shift from a grade-driven to a learning-driven education system.

Generative AI's appeal highlights a systemic issue in education. When grades—impacting financial aid and job prospects—are tied solely to finished products, students rationally use tools that shortcut the learning process to achieve the desired outcome under immense pressure from other life stressors.

The Gaokao rewards rote memorization and test-taking skills over creativity and boundary-pushing. This educational culture could be a long-term liability for China's ambitions to become a global innovation leader, as it doesn't cultivate the imaginative mindset seen in other tech hubs.