Case Studies

We enrolled in the Department of Labor's AI literacy course, completed all seven lessons, boundary-tested every interaction, and extracted the complete transcript. What follows is the investigation: what we assumed before the data, what the data showed, and what changed.

The journalism series diagnoses a broken architecture. This case study asks a different question: when the conditions allow it, what does evidence-based learning actually look like — and why are those conditions so rare?

When you apply the intelligence community's own analytic standards to the full pattern of executive actions — from inspector general purges to an unauthorized regional war — what coherence assessment emerges? A meta-analytical framework that teaches students how intelligence analysts evaluate patterns, then asks them to apply those tools domestically.

Part 4 of the Bayesian sequence. What are war crimes? Who defined them? Why has the US spent 25 years ensuring they don't apply to Americans? Aaron Sorkin dramatized these dilemmas in 2001. The distance between that show and this war — 3,000 targets, 165 dead schoolgirls, a sanctioned ICC, a 47-53 Senate vote — is the measure of the norms we've lost. The Rome Statute, Meadows' policy resistance, Snyder's institutional collapse, and the Overton window from Fukuyama to Project 2025.

From the PATRIOT Act to Ring's 'war on crime,' how the privatization of surveillance inverted the Fourth Amendment — and why a musician's YouTube documentary succeeded where policy advocacy failed.

When political loyalty displaces institutional competence as the coupling mechanism between civilian authority and military readiness, the system loses its capacity to process threat signals at precisely the moment those signals intensify.

When a president controls both the release of documents that implicate him and the initiation of military operations that displace attention from those documents, what institutional checks remain? An analysis through democratic erosion, IPC gap theory, and the imperial presidency.

Three documented episodes — Helsinki, the first impeachment, the Jack Smith evidence — each updating the Bayesian prior on executive credibility regarding Russia. The Mueller Report, congressional testimony, and court filings are public record. The loyalist ecosystem is mapped by convictions and pardons. The financial entanglement is documented in sworn testimony. And in March 2026, Russian intelligence is confirmed providing targeting data for strikes on American troops. This is a credibility assessment. The evidence speaks.

When a bankruptcy judge rules that 15 million people's genetic data is a transferable corporate asset — when the same DNA technology that frees the innocent entraps entire communities — Lessig, Luhmann, Santos, Rampton and Stauber reveal how architecture, manufactured trust, and institutional blindness govern the most intimate data we possess.

When 100-year financial instruments fund hardware with a 3-year useful life, Frank Knight's distinction between risk and uncertainty stops being abstract — and the question is not whether the AI bubble will pop, but whether the system even knows it's making a bet.

When a $111 billion media merger is justified by 'synergy' and 'transaction cost reduction,' Mark Blyth's question is whether the economic ideas are neutral analysis or institutional weapons — and whether the consolidated media entity becomes the vehicle for propagating the very narrative that justified its creation.