Living definition
What is Kolmogorov-Arnold Networks?
Foundation Models & LLMs AI & Agents
- As of
- 2026-08-20
- Revision
- 2026-08-17.1
- Method
- v1.3.0
Definition
The term, in context
AI-assisted draft · approved dataset
Kolmogorov-Arnold Networks are a neural network architecture that places learnable activation functions on the edges between nodes instead of fixed activations at the nodes, drawing on the Kolmogorov-Arnold representation theorem to express a multivariate function as a composition of univariate ones.
Live readiness status
Status as of the current dateline
AI-assisted assembly · derived results
As of 2026-08-20, verified readiness is 48 (claimed 60, reported 55, gap 12) — Strong evidence strength; current signals suggest Track; not yet.
The readiness fact belongs to the canonical Readiness Verdict for Kolmogorov-Arnold Networks.
Dataset approval
Human editorial release
pragma.vision editorial — standing authorization (operator dev@soft.house, 2026-07-17)
- Dataset
- 2026-08-17.1
- Hash
- sha256:0c37108a182f510fc8cf4d1dfc3a30339f2b59e62654201edea2f530a268707e
- Approved
- 2026-08-17