Yen-Chia Chen

Notes on software, machine learning, and whatever else I am chewing on.

「好讀,但學不到東西」

陶哲軒說被 AI 過度打磨的證明「好讀,但學不到東西」。他講的是摩擦:作者卡在哪裡的痕跡,也正是別人要跟你學的東西。

947 Pull Requests, 18 Labels

I wanted to measure whether evidence packs make AI-authored code review faster and safer. Three days of feasibility work killed the experiment, and the reasons were more interesting than the result would have been.

59 Seconds to Avoid 47 Seconds

My master's thesis predicts a CNN's final accuracy without training it. Then I measured what the prediction costs, and on CIFAR-10 it was slower than just training the model.

沒有欄位的人

大學那幾年我做了三個東西,事後回頭看,它們服務的都是同一種人:系統裡沒有他那一格的人。