Use LLM (e.g., ChatGPT) to learn *** and its impact

Research

• Dimitris Bertsimas and Georgios Margaritis, Robust and Adaptive Optimization under a Large Language Model Lens, arXiv:2501.00568. 

我們的歲月靜好，是因為有人負重前行

賈永婕 (台北 101 董事長)，Threads，2026/2/8 

昨天我是真的看到這一篇文，看到所有的細節，我真的很震驚不敢相信這一切是發生在 1980 年。老實說我真的一直以為林宅案是當年 228 白色恐怖時期。大家覺得不可思議我怎麼可能現在才知道林宅案，不是現在才知道，而是才知道細節還有一切都發生在自己成長的年代，那個我以為法治安定的社會。

Guides for graduate students and my Laboratory members

Knowledge to master for a better foundation (and future)

Tools and general: 

•  Adi Ignatius, “We Want to Make Ourselves Better”: The HBR Interview with Bob Sternfels, Harvard Business Review, January–February 2026.  (new)

失控的焦慮世代

鍾玉玨譯，失控的焦慮世代：手機餵養的世代，如何面對心理疾病的瘟疫，網路與書出版 ，2024

Nonlinear Optimization (非線性最佳化)

• Course objective: Nonlinear optimization is widely used in engineering, business, data science, and machine learning. We will introduce fundamental algorithms through examples in this course, enabling students to read research articles, formulate their own problems, and solve them efficiently using the appropriate algorithms.