Research Note: The Proof and Trust Shock: IPEDS, BLS data and the Jobs Wall

This short IPEDS–BLS-based note is an empirical “jobs wall” assessment for the scenario odds in The Proof and Trust Shock (Wachtel & Simpson, 2026). In the main paper, scenario probabilities are driven by how the four walls interact over time, with the near-term weight sitting on bifurcation because it can emerge without coordinated reform, and with legitimacy pressure becoming a forcing function by the mid-2030s as strain becomes visible and politically salient. What the IPEDS–BLS comparison adds is a simple mechanism showing why the jobs wall is a plausible source of stress even before any “headline collapse”: the BA-entry, no-experience channel looks close to balanced on the surface (0.91 awards per opening) but it is dominated by replacement churn (separations are 93.67% of openings), with thin net growth (13.17 awards per net new job). That structure makes the scenario odds in The Proof and Trust Shock easier to defend. If AI-driven workflow redesign narrows entry access (a 50% entry gate), pressure on “accessible” openings doubles (to 1.82), and with a further contraction it becomes crisis-level (2.43), which is exactly the kind of compounding pathway that pushes probability mass away from benign adaptation and toward sorting first, then legitimacy-driven disruption later.