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Sentinel · global forecast

Current-regime shutdown risk by country

30 watched countries, ranked by the calibrated 7-day risk level. This ranking tells you where censorship is entrenched right now — it is not a list of countries about to go dark. The forecast is post-isotonic recalibrated as of 2026-05-20 — predictions in the [0, 0.10) band are now lifted ~15× to match observed outcomes. See /sentinel/backtest for the honest calibration plot.

Updated every 30 min · last refresh Jun 15, 2026 · CC BY 4.0 · Raw JSON

High
2
≥ 50%
Elevated
1
30–49%
Watch
0
15–29%
Low
27
< 15%

Full ranking

How to read this page

  • Max risk is the highest daily forecast probability in the next 7 days for that country. Click into /atlas/forecast/[cc] for the full 8-day chart + SHAP drivers + evidence.
  • Calibration — predictions for the 30 watched censorship-heavy countries are run through an isotonic calibrator fit on 810 live (predicted, observed) pairs. The other ~120 countries get the raw model output.
  • Honesty — the model isn't magic. On an honest forward-temporal split it scores AUC ~0.59 and has no skill at calling a new shutdown before onset (transition-row AUC ~0.33). See the forecast onset-skill finding, /sentinel/backtest for current Brier score / per-bin Δ, and /methodology#validation for the honest splits.
  • Subscribe — push delivery via webhooks at /alerts, or hit POST /v1/forecast/batch for programmatic access.

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