【人工智能】智能的本质 | 马毅教授 | CRATE架构 | 简约性与自洽性 | 编码率降低 | 结构化记忆 | 机器认知相变 | 具身智能 | 智能演化四阶段 | 白盒Transformer
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January 30, 2026
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机器究竟是拥有了智慧，还是仅仅在进行更高级的概率压缩？本期视频带你对话AI领军人物马毅教授，穿透大模型的喧嚣，触摸智能最底层的数学灵魂。深度解析马毅团队历时八年打磨的白盒Transformer——CRATE架构，看它如何摒弃经验主义的参数堆叠，通过第一性原理实现性能与可解释性的双重飞跃。从智能演化的四个阶段，到编码率降低的核心框架，我们将揭示为何当前的AI还无法真正理解世界，以及如何利用数学的简约之美，构建出真正具备抽象与演绎能力的下一代智能系统。 https://youtu.be/QWidx8cYVRs?si=1T8iKNDd6CY4wh9q https://ma-lab-berkeley.github.io/deep-representation-learning-book/ https://www.dropbox.com/scl/fi/sbhbyievw7idup8j06mlr/slides.pdf?rlkey=7ptovemezo8bj8tkhfi393fh9&e=1&dl=0
![[Artificial Intelligence] AI is no longer just talking | Long-range Agent | LangChain CEO | Harne...](https://imgz.pc97.com/?width=500&fit=cover&image=https://i.ytimg.com/vi/baJ72mP_fKo/hqdefault.jpg)
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