AI has industrialized narrative generation.
Who is teaching your students to govern it?

The Crisis

The crisis is today's headlines.

Soybean prices are collapsing because China is buying from Brazil and Argentina — a direct consequence of the tariff fiasco unfolding right now. AI-generated deepfakes are shaping elections in real time. Corporate narrative systems are being built for optimization, not democracy. Every discipline on campus is being reshaped by these forces. No existing course connects them.

This curriculum starts where your students already are — in the political landscape they're reading about today — and carries them forward into the governance architecture that doesn't exist yet but could.

"The technology arrived. The governance did not."Owning Citizens Dreams closes the gap.

The Architecture

A governance specification that anticipated the technology by a decade.

The MOCSIE Systems architecture was specified in a doctoral program between 2013 and 2016. Every component it described — crowd-sourced ingestion, structured metadata, algorithmic retrieval, human-feedback calibration, emergent communities — was independently built by the technology industry without the democratic governance layer.

Remove any single layer, and you get a failure mode you will recognize from today's headlines: algorithmic bias audits that correct symptoms while the machinery produces the next one, Senate hearings where seven witnesses each bring a hammer and nobody brings an architecture, corporate ethics boards that govern downstream outputs while upstream classification goes unexamined.

Learn about the MOCSIE architecture →