INDEXNotesLong-form pieces on AI agents, growth systems, and marketing infrastructure.2026-07-30·16 min readAdvertising, Global Expansion & AIThe underlying logic of the next growth systemPlatforms still control traffic, advertisers still buy growth, users still vote with attention and spend. What AI changed is how demand is understood, content is produced, tasks are executed, and value is measured.read →