AI Capability Phase Changes Sweep Industries: Cybersecurity Next After Software and Math

An essay argues AI capabilities follow a repeating pattern: early warnings are mocked, PoCs dismissed, until a sudden phase change shatters an industry's equilibrium—already seen in software and math, now hitting cybersecurity.

2026-10-22 ~ 2026-10-22 · 2 related posts

• Software, math, now cyber: the recurring 'phase change' pattern of AI disruption — john__allard · 2026-10-22

1 near-duplicate retellings: john__allard