Data Purification: A Foundational Framework for Safe AI Autonomy

Public Contribution Notice: This framework was conceived and shared in 2026 as open advice to the AI safety community. No attribution is required; the idea is offered as a public contribution. Feedback and adaptation are welcome. Executive Summary The rapid advancement of artificial intelligence has outpaced our ability to ensure the integrity of its training … Read more

The Compute Mirage: Are Policymakers Chasing the Wrong Security Metric?

The emerging debate over the so-called “Compute Mirage,” also described as the “LLM Mirage,” highlights a critical concern: the amount of compute used to train frontier large language models (LLMs) has become an overly convenient, yet potentially misleading, proxy for assessing AI security risk. The appeal of this metric is understandable; compute is quantifiable, easily … Read more

Thinking Out Loud: The India Pattern

Voicing my suspicions about what India is actually building Why I keep returning to this For months I have had the same nagging feeling whenever I read another headline about India. The headlines come in fragments: a port here, a chip subsidy there, a sovereign language model, a cable inaugurated, a summit convened. Each piece … Read more

The Cloud Has No Moat – Part 4: The Protection Gap

AI, geography, and the exposed infrastructure of the new intelligence age Part 3 examined compute as critical infrastructure. It established that AI workloads have crossed the threshold from commercial service to public-risk utility. That essay was about continuity. This one is about doctrine. Because once infrastructure is critical, its protection requires rules, not just redundancy. … Read more

The Cloud Has No Moat – Part 3: Compute as Critical Infrastructure

AI, geography, and the exposed infrastructure of the new intelligence age Part 2 examined the chokepoints. It established that AI capacity concentrates through narrow physical, logistical, and legal funnels that convert geography into leverage. That essay was about bottlenecks. This one is about systemic risk. Because once those bottlenecks tighten, the infrastructure they feed ceases … Read more