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Machine Learning Reveals Unknown Transient Phenomena in Historic Images

https://arxiv.org/abs/2604.18799
25•solarist•3h ago

Comments

damnitbuilds•3h ago
Not saying...
pinkmuffinere•1h ago
I’m too out of the loop I guess — can you please tell me what you’re not saying? As thanks, I won’t tell you what I am saying :P
thecr0w•1h ago
"Not saying it's aliens but, it's aliens"
damnitbuilds•55m ago
That's what I meant.

With an implied subtext: "We aren't going to show why it's aliens, but trust us, we're experts."

realo•1h ago
It's too large to write in the margin of this book...
surprisetalk•1h ago
> For example, is it possible that unknown to the public there were multiple launches of artificial satellites long before Sputnik with some launches timed to coincide with U.S. nuclear tests? Or rather, do the current findings represent detection of a non-human technosignature? Due to data limitations, such hypotheses cannot be subjected to falsification.
estimator7292•1h ago
This is why we need better education in this country.

Anyone who has read any amount of history from this time should know that this is very simply not possible.

This statment is unfalsifiable in the same way that "I'm a six-legged alien from Venus typing this message from orbit" is unfalsifiable. It's just flat nonsense.

_alternator_•1h ago
This actually _is_ falsifiable; I've written before that you can determine whether the point-spread function of the transients match the PSF of stars. If not, then it does not come from outer space, it's an issue with the film, i.e., radiation.
_alternator_•1h ago
Transient 'objects' after nuclear tests are quite possibly high energy radiation from the tests themselves. Remember these are on film, and the film is likely removed from its protective housing for some time before, during, and after imaging. (And in many cases protective housing wouldn't help anyway.)

I get the sense that this topic is popular because "aliens y'all". It's much more likely to be radiation. It's possible that atomic tests kick luminous particles into the upper atmosphere. But it's not aliens.

cshimmin•1h ago
When I was a research physicist I spent a lot of time looking at the effects of ionizing radiation in pictures, although mostly in the context of digital images. The mechanisms are a bit different for photo emulsions, but to me the reason I'd discount radiation is because they're specifically filtering for features that exhibit the expected point spread function (which is a geometric property of the telescope's optical assembly itself). I guess you could test by exposing emulsion plates to ionizing radiation and seeing how often you get PSF-like images by chance. Also, their search is for +/- 1 day of nuclear testing, which seems weird. Certainly radiation from fallout wouldn't make sense on the day before testing. It would have been useful to see +1 day and -1 day separately. Or 0-2 days. The way it's chosen makes me suspect they couldn't find a signal in those windows, and therefore it's probably just statistical noise that they've massaged out of the data.

But to me the biggest flag is that these images are from 50 minute exposures. The objects don't appear as streaks, so they are either very, very short flashes (much shorter than 50 min), or they are very far away. The authors interpret this to mean the objects should be in geosynchronous orbit, which doesn't make sense; objects in geosync would still appear to move relative to the star background over the course of 50 min. Yet this is the entire basis for their "shadow deficit" window calculation. You could constrain the duration vs distance by looking at the effect it would have on smearing the PSF, which would be interesting.

Overall it seems pretty unscientific. If you go looking through enough statistically noisy data for signals in enough places, you'll eventually find it.

_alternator_•1h ago
Yes, 50-minute exposures would certainly rule out geosynchronous; I've used image stacking to look at geo and you get visible movement relative to the star background after even a few seconds. Fifty minutes would be almost 15 degrees of movement relative to the background! This isn't even accounting for the fact that you would need to be looking in a narrow region above above the equator to get something geosynchronous to begin with.

There are other possiblities that are likely: Upper atmosphere tests resulting in transient luminous phenomena. This would be more likey in certain conditions where the sun could reflect off of specular matter (e.g., bits of metal). You would see this most likely within 1-2 hours of sunset or 1-2 hours of sunrise (source: I've used optical equipment to spot satellites professionally).

I'd note that thier pipeline for removing "plate defects" is not based on the PSF but on some vaguely defined "expert review" training. This can, and should, be a quantifiable step.

dd8601fn•25m ago
> The objects don't appear as streaks, so they are either very, very short flashes (much shorter than 50 min), or they are very far away.

Couldn’t be aberrations in equipment, like lenses? Or film development?

causal•4m ago
"Not aliens" seems obvious but shouldn't be a basis for dismissing this either. I feel like sometimes we are so determined to dismiss aliens that we accept any plausible alternative too quickly, when there might be something else more interesting that is neither obvious nor aliens.
WalterBright•3m ago
Aliens are not plausible.
mellosouls•1h ago
"Now, we're not saying its aliens but coincidentally here's a recent paper authored by some of us:"*

A cost-effective search for extraterrestrial probes in the Solar system

https://academic.oup.com/mnras/article/546/2/staf1158/822188...

*Not an actual quote

aaroninsf•59m ago
I read the pre-publishing version of this paper, and there was then and still is a serious problem with their logic, consistent with if not bad faith, something akin to it:

Assume for a moment their core hypothesis is correct, there were transient objects captured on film pre-Sputnik in LEO objects.

What might we say about their nature?

The authors' undisguised implication is "it's aliens" to be blunt; that's their motivation for this work.

Consequently they put effort (which may not be noted in the final published papers...) into the question of whether they could make any meaningful inference about the geometry and spectral properties of their "transients," their interest (of course) was that if they could make a meaningful argument for regular geometry, they had the story of the century in effect.

These efforts failed totally.

A natural inference might be, among the reasons this might be, is that the objects (remember we are assuming they exist) do not have such characteristics. The primary reason that would be true is if they were naturally occurring objects.

I looked this up and was surprised to learn that there are currently estimated to be on the order of a million small objects in the inner solar system.

So: the entire hypothesis hinges on "significant correlation with nuclear testing." Because otherwise, once can reasonably assume that transient traces of objects—when they are actually traces of objects—would in a quotidian way presumably be caused by some of these million objects.

Or so say I.

There is no end of peculiar and provacative history and data in UFOlogy, and even more murk; one needs to tread very carefully to not go down (or, be led down) to false conclusions, disinformation, and the like.

The authors of this paper seem singularly disinterested in that caution.

card_zero•23m ago
The "diminish significantly in Earth's shadow" part makes me think it's sunlight glinting off spyplanes. The B-47 was shiny.

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Machine Learning Reveals Unknown Transient Phenomena in Historic Images

https://arxiv.org/abs/2604.18799
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