Apocalypse Early Warning System

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TLDR

  • Real-time dashboard tracking private jet activity as a proxy signal for imminent nuclear apocalypse, scored 1-5 over a rolling 24-hour window.

Key Takeaways

  • Built by Kyle McDonald; monitors 502 of ~11,482 tracked planes, reporting a current deviation of -0.7 sigma from baseline.
  • Fleet tracked is exclusively business jets: Bombardier Challenger 300s, Cessna Citations, Dassault Falcons, Embraer Phenom 505s.
  • Level 5 is calibrated so only the single highest daily peak in the trailing year exceeds it, meaning roughly one alert per year by design.
  • Offers Telegram notifications and RSS feed for passive monitoring.

Hacker News Comment Review

  • Core logic is contested: ICBM flight times (~20 min from Russia, less from submarines) likely precede any detectable private jet surge, making the signal arrive too late to be actionable.
  • Signal reliability is further questioned: transponders stay on by default for ATC coordination, so fleeing elites probably would not disable them, but the data skews heavily US-centric, raising coverage gaps.
  • Commenters with signal-processing backgrounds noted the fundamental tradeoff: reducing latency to be useful inflates false positives; the current annual-trigger calibration inverts that but makes the warning nearly moot.

Notable Comments

  • @jandrewrogers: warns that signal construction latency exceeds event onset latency, and tightening it causes false positive rate to skyrocket.
  • @acidburnNSA: built a multi-factor predecessor in 2007 using Debian mirror uptime mapped by lat/long plus space weather data as a richer signal set.

Original | Discuss on HN