Second piece is up: the taxonomy problem. When you have to name 640 ML concepts and place them relative to each other, the field's unresolved questions become h
A new taxonomy attempts to categorize 640 machine learning concepts, highlighting unresolved questions within the field. This structured approach forces definitive answers on the relationships between different areas, such as mechanistic interpretability and feature visualization. The catalog serves as an argument for a particular organizational structure within ML research. AI
IMPACT Provides a structured framework for understanding ML concepts, potentially aiding research and education.