What We Liked This Week
本周Podcast
GenAI/LLM
Andrej Karpathy on LLM Security Challenges (42:15)
https://www.youtube.com/watch?v=zjkBMFhNj_g
Eric Schmidt https://x.com/quasa0/status/1823933017217482883
10:00: Why Google failed AI competition
Schmidt提到,他也不知道怎麼判斷哪家ai公司會成功。。。所以他全部都投了。。。
Thoughts on GenAI
https://www.linkedin.com/pulse/thoughts-genai-james-gosling-nab0c/
Data Science
Amazon的Data Scientist经历分享
https://henryfeng.medium.com/%E5%9B%9E%E9%A1%A7%E5%9C%A8%E7%BE%8E%E5%9C%8B%E4%BA%9E%E9%A6%AC%E9%81%9C%E4%BA%94%E5%B9%B4%E7%9A%84%E8%B3%87%E6%96%99%E7%A7%91%E5%AD%B8%E6%97%85%E7%A8%8B-14d3daad2eb4
Random Stuff - Psychometrics
Psychometrics也是statistical inference的重要应用领域之一。最近读了读Psychometrics的文章,也十分有趣。
Mathematical Models In Psychometrics Measurement
https://www.db-thueringen.de/servlets/MCRFileNodeServlet/dbt_derivate_00024178/ilm1-2011imeko-005.pdf以及认为Psychometrics建立在错误的病理学假设上的学术观点(火药味很重的文章哈哈)
https://www.semanticscholar.org/paper/Normal-Science%2C-Pathological-Science-and-Michell/aa1b5d36450c1f7c0e441afac5be28ca90f69586
Product
The frantic race to push out half-baked AI features - Fire, Ready, Aim: https://uxdesign.cc/fire-ready-aim-6d409ca1102d
Business
Why Walmart's 5% growth is good, but Amazon's 10% growth is bad https://sherwood.news/business/walmart-earnings-amazon-sales-comparison/
“And both are increasingly making money selling ads. Walmart’s ad business was up 26%, while Amazon’s grew 20%.”