OP8 — Empirical Universality and Validation Theory of Constructibility
OP8 is the empirical universality and validation layer of the Constructibility program. OP6b established a spatial Landau–Ginzburg field theory of constructibility degradation; OP7 developed the non-equilibrium survival theory with hazard exponent ψh = νz ≈ 1.166 and conjectural lifetime exponent ψT = ν2z ≈ 0.680. OP8 now asks: can these exponents be measured, and do they agree across domains? We formalize the observable dictionary mapping latent theory quantities to domain-specific proxies, state the cross-domain universality class hypothesis, and develop the full validation protocol: finite-size scaling (FSS) data collapse estimators, collapse quality metrics, model comparison (likelihood ratio, AIC/BIC, Bayes factor), and explicit falsifiability criteria. Domain-specific experimental programs are specified for LLM architectures, clinical cohorts (n > 50K), seismic networks, and cyber systems. OP8 is deliberately agnostic about which universality class the data will reveal: the program is designed to test, not confirm, the OP6b–OP7 predictions.
Authors
- Rahid Alekberli (ORCID: https://orcid.org/0000-0003-2332-9944)
- Hikmat Karimov (ORCID: https://orcid.org/0009-0002-4146-8913)
Institutions
- Azerbaijan Technical University (AZ)
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2026-05-29
- DOI
- https://doi.org/10.5281/zenodo.20438717
- Primary Topic
- Reliability and Maintenance Optimization
- Type
- preprint