Six-Layer Convergence Framework
Convergence fires when two or more of the following layers register simultaneous anomalous prediction market movement within the 72-hour window.
Watchlist — 3 Active Entities
| Entity | Domain | Lead Time | Description |
|---|---|---|---|
| FDIC / OCC Capital Rule Finalization | Regulatory | 210h | Fed/OCC/FDIC finalizing bank capital rule changes post-June-18-2026 comment period. |
| Medicaid Work Requirement Litigation | Legal | 210h | Federal court injunctions blocking OBBBA Medicaid work requirement provisions. |
| US Treasury Auction Demand | Macro | 155h | Demand signals at Treasury auctions as fiscal constraint tightens at 100.2% debt-to-GDP. |
Why This Convergence Rule Exists
The One Big Beautiful Bill Act simultaneously removes $800B+ in Medicaid coverage, eliminates SNAP eligibility for millions, and deregulates bank capital requirements — while US debt-to-GDP sits at 100.2% with no New Deal fiscal response capacity remaining. The W.A. Lawrence thesis (Glass Empires, June 23 2026) identifies this as the deflationary collapse setup: consumer demand destruction at scale, no safety net to absorb it, and a banking system being positioned to bear concentrated losses with less capital cushion than 2008.
Prediction markets price these outcomes in real time. When Medicaid litigation markets, Treasury auction demand contracts, and bank capital rule markets move simultaneously and anomalously, the convergence rule fires — surfacing the signal before it reaches the news cycle.
Rule logic: confidence threshold >0.50 · 72-hour signal window · 2+ entities required for convergence · Kalshi and Polymarket sources · Updates every 5 minutes
Conditions That Invalidate the Rule
This thesis is falsifiable. The rule stops monitoring if the following conditions are met:
- Federal courts permanently block OBBBA Medicaid and SNAP provisions — demand destruction thesis dissolves.
- Final bank capital rules maintain or increase existing buffers — systemic risk layer deactivates.
- Congress passes a debt ceiling suspension with a credible fiscal consolidation path — Treasury demand signal normalizes.
- GDP growth exceeds 3% for two consecutive quarters despite safety net contraction — consumer demand resilience demonstrated.
- Fed pre-emptively cuts rates before any market stress signal fires — policy response capacity restored.
How Far Ahead Prediction Markets Signal
Historical lead times by domain, measured from anomaly detection to outcome confirmation.