Language Is an Insufficient Substrate for Quantitative Reasoning, and Consequential Domains Need Large Quantitative Models
It is argued that reproducibility, lineage from every output back to the source records that produced, and calibrated uncertainty define a distinct model class, which is called the Large Quantitative Model (LQM).
Reuben Vandeventer, David Imrem, David J. Wild
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