3 entries
Keyword: percy-liangLink:Percy Liang
The academic homepage of Stanford computer science professor Percy Liang outlines his core research directions, teaching portfolio, and academic initiatives. Liang focuses on foundational questions in machine learning, radically open model creation through the Marin project, and reproducible research via CodaLab Worksheets.
From X post: Stanford Lecture on the Mathematical Foundations of LLMs
Link:Tatsunori Hashimoto, Percy Liang
Stanford University's CS336 course teaches the end-to-end development of language models from the ground up, inspired by traditional operating systems courses. Students build every component: data pipelines, Transformer architectures, Triton GPU kernels, scaling laws, and reasoning-focused alignment.
From X post: Stanford Lecture on the Mathematical Foundations of LLMs
X post:CopyRebeldia
A viral post highlights a Stanford lecture on the technical fundamentals behind large language models. The author argues that models like Claude and ChatGPT process numbers rather than text, linking this core competence to lucrative engineering salaries. However, a Community Note corrected the identity of the lecturer and the course shown.
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