Layers of Tomorrow: 043 The Algorithmic Monoculture — Foundations
When the same foundation models power critical applications across unrelated domains, does a single bias, vulnerability, or failure mode in the base model propagate simultaneously across all of them — and is the resulting systemic fragility being measured, managed, or ignored?