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How to pronounce scaling-laws

cs-term community-consensus

skay ling lawz /ˈskeɪlɪŋ ˌlɔːz/ mp3

scaling-laws is most commonly pronounced "skay ling lawz" (/ˈskeɪlɪŋ ˌlɔːz/). This is the widely-used reading among engineers, though edge cases exist.

Power-law relations between compute / data / params and loss; "SKAY-ling laws".

Source: Kaplan et al. 2020

Pronouncing project and product names correctly avoids the small but persistent friction of being gently corrected during standups, conference Q&As, and team calls. Hearing the word a few times locks in the right reading better than reading IPA ever will. Pronounce is a community-maintained dictionary — every entry tagged with a confidence level and (where possible) a citable source.

Hear it from the command line

$ say-it scaling-laws # primary × 3 + audible "or: …" for each alternate
$ say-it --why scaling-laws # print the dict entry with source URL

Install the CLI: git clone https://github.com/anzy-renlab-ai/pronounce.git && cd pronounce && ./install.sh

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