A manifesto for the agentic age: AI boosts human power, but only culture, truth, and democratic maturity can steer it—so we educate citizens to build civilization.

Automation shifts income from labor to capital; compounding concentrates ownership and power. The essay argues for capital/inheritance taxation, coordination, and access reforms

Exploreing how human minds and large language models share core pattern-learning mechanisms, yet differ fundamentally in embodiment, meaning, and motivation.

Vibe Science turns discovery into an AI-native process: autonomous hypothesis generation, simulation, and integration that collapses scientific time and expands what humanity can know.

Homework that diverges by choice and converges on evidence: 12 principles make prep authentic, scaffolded, and cheat-resistant—clear goals, visible reasoning, single bundled proof.

Venturegeist is the human drive to turn ideas into experiments. Ecosystems differ in how they activate, amplify, or suppress this force—and that shapes national innovation.