Insights

Thinking from the THINK layer.

Essays on systemic governance, the generative inversion, and AI-native systems — by the creators of GSM.

• June 26, 2026

  Standardizing the THINK layer of IT

  OpenTelemetry gave the RUN layer a neutral standard. The definitions those runtimes enforce — the THINK layer — still have none. Here is why that matters.

• June 20, 2026

  The generative inversion — from describing systems to defining them

  Classical systemics describes systems after the fact. GSM inverts that — it defines the system, and the definition generates and governs the running thing.