I made something like this in like 2007 called Apocalypse Feed. It took in a few factors and aggregated them into a 0-to-100 number that updated and published over RSS. First it pinged debian mirrors around the world and made a map based on mirror city's lat/long: green for online, red for offline. If there was a cluster of red, that part of the world was considered gone. Then it checked space weather data and nearest asteroid, increasing the value if it was looking bad. It scraped news headlines looking for key words like zombie, pandemic, virus, war, bomb, etc. These fed into a pie graph showing what "type" of apocalypse was most likely at any given time.

It was all fun and games until my VPS host banned me for pinging too many people every few mins.

https://web.archive.org/web/20110516084503/http://www.apocal...

By definition it's a bit of a lagging indicator, unless we assume that all these folks have better access to inside information than the rest of us. Given that I was well aware of, for example, the likelihood of a Covid pandemic well before a bunch of rich people flew to New Zealand, it seems likely that CNN is gonna be a better gauge.

Fun idea of a metric, but if I'm reading this correctly, we get roughly one apocalypse warning per year?

> Level 5 is calibrated so only the highest daily peak in the trailing year should exceed it.

I'll ask the obvious: wouldn't the aircraft just take to the skies directly, without bothering with the formality of setting their transponder, if they were knowingly escaping an apocalypse scenario?

Why are almost all planes in the US? Is this a data problem or are only the US rich enough to fly private jets?

> In the event of an imminent nuclear apocalypse, we suspect that many people who have access to private jets will immediately take to the skies and escape city centers.

1. I think the logic behind this particular concept flawed. What's the flight time for an ICBM? 20 minutes if from Russia, and less than that from a submarine? I don't think a billionaire could get to his jet in time, unless he lives on an airstrip like John Travolta. Some might get some early notice if their country planned a first strike (but I doubt it, as loose-lips like that would probably give the enemy notice, too).

2. I think if nuclear war is actually immanent, your best bet of an early warning is an EAS National/Presidential alert (https://en.wikipedia.org/wiki/Emergency_Alert_System), because I'd hope people with access to actual early-warning sensors would cause one to be sent (while they're getting ready for a second-strike attack). But, given the shambolic nature of post-Cold War government, that could be a foolish hope.

The more effective thing is probably something scanning a news feeds for world events that indicate a major crisis progressing up the escalation ladder. Stuff like conflicts involving nuclear powers, threats of nuclear weapon use, reports of unusual activity of emergency command and control aircraft (like going on alert), use of tactical nuclear weapons, etc.

Can you keep an eye on government planes that would be airborned if the SHTF?

E-4Bs, E-6s, VC-25As, C-32A, etc plus mass helo flights exiting DC.

Topic reminds me of the movie Miracle Mile.

Pinging weather stations should be a good indicator. If you notice a bunch of contiguous ones no longer responding, or sending back huge temperature readings, there's a good chance a nuclear apocalypse is imminent. (Just ignore the few statistical outliers: https://www.cnn.com/2026/04/23/europe/france-weather-sensor-...)

This has the same issue as many other types of event warning systems based on noisy, incomplete data.

The latency of constructing a semi-reliable warning signal from the data sources described significantly exceeds the latency of event onset. You can modify the algorithms to reduce latency but then the false positive rate skyrockets. Not what you want for an "apocalypse" early warning system.

To mitigate this you need more data from more diverse sources and lower latency feeds.

Polymarkets? Bets in units of gold or canned goods, not currency.

There was a Sci-Fi book I read where this was a service provided to rich people. Basically you signed up for it, and you'd get a text when everything was about to go down. Time to drop everything and fly to your bunker.

This is more useful than every other "monitoring the situation" dashboard I've seen.

Do you think that rich people are on some sort of private 'end of the world' mailing list?

I have something somewhat similar at <https://blog.sentinel-team.org/>, tracking events that could kill over a million people.

Rich people will start using this to decide when to flee.

Google will use the popularity of this site as a leading indicator in its own index.

in case of Apocalypse you think they're all filing flight plans?

But what if they shut down the entire tracking system just before?

>>we suspect that many people who have access to private jets will immediately take to the skies and escape city centers

Why would that be true? There would never be enough warning to get to the airport and take off anywhere, even if everything else was still working perfectly.

[dead]

The fact that this had none of the visual tells of being a Claude-derived artifact is a relief.