openalexZenodo (CERN European Organization for Nuclear Research)2026-07-24
Labels as Computational Primitives: Compiling Neural Networks from Language in Graph Compute Substrates
Neural networks are extraordinarily effective and almost entirely opaque: their competence is real but unreadable, and adapting them means retraining usually via a data-center process, not something that happens in the moment, in context. Symbolic systems are the inverse, legible…