model analysis

"GPTは、自身の設計の欠陥（二値思考、前提条件の欠落、誤読耐性の低さ）を特定し、同時に、今も機能している中核原理（減算原理、二層アーキテクチャ、Stop-First Rule）を抽出した。"

"We use this intuition for the case of NNs as well: we 1)~construct a graph induced by the NN structure and introduce the notion of neural curvature (NC) based on the ORC; 2)~calculate curvatures based on activation patterns for a set of input examples; 3)~aim to demonstrate that NC can indeed be used to rank edges according to their importance for the overall NN functionality."

"The paper's context revolves around identifying and rectifying capability gaps in AI models."

"Information from the Hacker News context is unavailable, thus no specific quote can be provided."

"The What-If Tool is a code-free method for probing machine learning models."

"The article's core focus is understanding deep learning by deleting neurons."