The Fickleness of Scaling Laws

TL;DR


Summary:
- This article discusses the concept of scaling laws, which are mathematical relationships that describe how certain properties of a system change as the size of the system changes.
- The author explains that while scaling laws are often presented as universal and predictable, they can actually be quite fickle and context-dependent, with many exceptions and limitations.
- The article highlights the importance of understanding the underlying assumptions and limitations of scaling laws, and cautions against blindly applying them without considering the specific context and characteristics of the system being studied.

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