Astonishingly, artificial intelligence has made significant strides in Japan’s most challenging academic environments. The latest iteration of OpenAI’s model, ChatGPT 5.2 Thinking, has not only passed entrance exams for Tokyo University and Kyoto University but has outperformed human top scorers. In a closed-book, online examination conducted by LifePrompt and a renowned Japanese tutoring institution, the AI demonstrated superior performance compared to elite human candidates. However, analysis of the results revealed a surprising weakness in an area where AI scored only 25% — the essay portion of the world history section. This could indicate a key area where human students hold a competitive edge. Despite achieving a perfect score in mathematics and a 90% mark in English in tests known for their extreme difficulty, ChatGPT 5.2 Thinking faltered on a task that required structured narrative, which is currently a limitation for AI. Experts suggest that AI lacks the ability to organize complex narratives, which is a critical skill in humanities. This deficiency in long-form, coherent text highlights a current limitation of AI’s global structuring capabilities. For students preparing for university, this insight suggests a strategic direction: moving away from rote memorization and focusing on developing macro-structuring abilities, which are beyond AI’s current capabilities. The AI’s inability to manage complex, unstructured data in real-world scenarios points to areas where human skills are still invaluable. Thus, students are advised to cultivate capabilities that complement AI, such as formulating incisive questions, breaking down large tasks into AI-understandable instructions, and assembling AI-generated fragments into usable systems. In the rapidly evolving field of AI, understanding its limitations is crucial for personal development planning and career decisions.
标签： Artificial Intelligence
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AI Pioneer Wins Prestigious Awards Amidst AI Ethics Debate
In the early hours, the announcement of the 2024 Nobel Prize in Physics stunned the global tech community as a well-known name appeared among the winners: Geoffrey Hinton. This accolade is just one of many recent honors. Hinton, with his pioneering research at the intersection of biological intelligence and computer science, was awarded the Science Breakthrough Prize at the inaugural World Digital Frontier and Technology (WDFT) Awards held in Geneva by the World Digital Science Academy. He stands alone as the scientist to have received the Turing Award, Nobel Prize in Physics, and WDFT Science Breakthrough Prize.
Hinton, born into an academically distinguished family in London in 1947, is a descendant of George Boole, the founder of Boolean algebra. Despite the skepticism during the so-called ‘AI winter’, Hinton persisted in his research. In 1983, he conceived the Boltzmann machine, a multi-layer learning device inspired by statistical mechanics, which was initially met with ridicule. However, his perseverance led to the proposal of Deep Belief Networks in 2006, which significantly advanced deep learning. His work culminated in the development of the ‘AlexNet’ algorithm in 2012, which won the ImageNet competition and marked a pivotal moment in AI’s resurgence.
The recognition of Hinton’s contributions continued with the Turing Award in 2018 and the Nobel Prize in 2024, which acknowledged his foundational work in machine learning through artificial neural networks. This跨界 recognition startled the physics community and solidified Hinton’s legacy as a trailblazer in AI.
However, Hinton’s story took a dramatic turn in 2023 when he resigned from his position at Google to freely discuss the risks of artificial intelligence. He warned of the dangers of generative AI, forecasting a future where真假信息 could destabilize societal trust. His warnings extended to the potential existential threats posed by AI, advocating for more research on coexistence with superintelligent entities.
Hinton’s caution is echoed by his former student, who also recognized the potential risks of AI and shifted focus to aligning AI with human values. Together, they stand as guardians of humanity’s future in the digital age. Hinton’s journey from academic outcast to celebrated scientist and now a somber prophet underscores the complexities and dual-edged nature of AI’s impact on society.
