The doctrine, mapped.
An AI-powered intelligence layer for AI, technology and geopolitics — built around the intellectual framework of Dr. Alper Özbilen.
Signal over noise. Evidence before narrative.
02 — Latest transmission
All entries →As digitization and AI multiply the number of systems that can be attacked, the strategic question shifts from "how do we defend everything" to "what must never go down" — a distinction Estonia's cyber resilience doctrine turns into a concrete national-security concept.
In a December 2023 conference address, Dr. Alper Ozbilen argued that calling AI "artificial" is itself a category error — and that treating GPU access as a monopoly of elites, rather than shared infrastructure, is the real barrier holding smaller researchers and countries back.
Open source can distribute capability while concentrating ecosystem influence — the strategic question raised by China's BRICS AI proposal is not whether models will be open, but who defines the stack built around them.