Input Reads, Output Builds

Why Gemini 4 Argon’s jump from 64K to 1 million output tokens matters more than input context, and why verification becomes the new bottleneck.

The Periphery Is a Choice

Anton Leicht’s case that countries without frontier AI risk a permanent periphery, why walls make it worse, and how sites and megawatts can buy access.

The Day the Cloud Ran Out of Chips

Why AI demand and tight hardware supply make obtainability a third design goal beside performance and cost, and how ranked fallback tiers address it.

Twelve Years Without a VPN

What a decade of BeyondCorp zero trust taught, and a first read of Beyond Zero, which authorizes individual actions as AI agents join the workforce.