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If you like space toilets you may be interested in this [0] HN submission where you can track how full the ISS urine tank is from the comfort of your menu bar.

[0] https://news.ycombinator.com/item?id=42505454


Dude, I just looked a picture of old socks and urine stuffed together in a waste bag. I think I need some time before I can feel the delight to get interested in any kind of toilet.

But thanks for the info.


Quite good, per Bellingcat [0] — Google Lens and ChatGPT could localize the majority of their test photos pretty specifically.

[0] https://www.bellingcat.com/resources/2025/08/14/llms-vs-geol...


Computers Don't Argue [0] by Gordon R. Dickson! A horrifying read in how a simple misunderstanding can spiral out of control.

[0] https://nob.cs.ucdavis.edu/classes/ecs153-2019-04/readings/c...


That's the one, looks like I had some details muddled (it's a book club not a library, and so the fee is for the book which was in fact returned but perhaps lost in the post) but the outline and relevance here exactly correct. Thanks!

Reminds me of turquoise cockpits [0], another workspace where visual fatigue considerations are important.

[0] https://aviation.stackexchange.com/questions/16434/why-are-r...


I would have thought so too but Naval Gazing has a short series [0] on why it's not as dire as one might think. An aircraft carrier's location being "secret" in this case is just one layer of the survivability onion [1] anyhow. (Caveat that as someone who takes a casual interest in this, I can't vouch for accurate this is at all.)

[0] https://www.navalgazing.net/Carrier-Doom-Part-1

[1] https://www.goonhammer.com/star-wars-armada-naval-academy-wa...


It is important to note the Naval Gazing article is specifically talking about the difficulties of actually targeting a ship for a successful kill rather than just tracking it. It's in response to the idea that satellites plus missiles would mean carriers could be instantly destroyed in a first round of hostilities with a sufficiently prepared opponent. Tracking is a lot easier to do than getting data fresh and precise enough to hit the ship with no other tools (eg ships already nearby that can get a live precise track vs terminal detection and guidance on the missile itself).

Also the capabilities of commercial and government geospatial systems has only continued to improve in the ~decade since the article was written.


It also seems worth considering that the article's view that "spending a lot of time searching for the carrier is a good way to get killed by defending fighters" is a distinctly pre-drone-ubiquity assumption.

Can a carrier group's point defense weapons and fighters reliably counter a swarm of hundreds of cheap drones, flying lower than cloud cover, that are programmed to look for carriers over a wide area, confirm their shape optically, paint them for missiles, and take the disconnection/destruction of any one of them as an indication of possible activity and automated retasking? It's a scary world to be a slow-moving vehicle, these days.


That's why standard carrier doctrine is to stand off from shore, out of range of cheap missiles and drones. To strike a carrier, an adversary would need large, expensive missiles or drones plus an effective detection and targeting system.


Couldn't they just send a boat/plane/balloon/zepplin with a charger on it out launch the drones from there. The would come back when low on power and recharge in waves. It took me 30 seconds to think of this so I am sure there are a lot of better ideas out there already.


That's not a new idea. In wartime any vessel or aircraft approaching within range to launch missiles or drones will be attacked.


> Can a carrier group's point defense weapons and fighters reliably counter a swarm of hundreds of cheap drone

Hundreds of cheap drones would have negligible impact on a modern warship's integrity. An aircraft carrier is designed to have an actual airplane crash into it and continue operating. These boats still have armor. It's not purely an information war.


How cheap do you think a drone which can cover a large area of ocean actually is?

And not just search it - you have to get it to the sector as well.


Less than $20 million each - assuming build capacity and plans ...

High-Altitude Pseudo-Satellites Are Ready for Launch (2023)

  Editor's note: [ ... ] Airbus contacted Proceedings to note that the 2016 pricing estimates were correct at the time but that the company will be releasing new, lower estimates soon.
https://www.usni.org/magazines/proceedings/2023/february/hig...

Zephyr – down but definitely not out (2022)

  After an astounding 64 days aloft and a travelling a total more than 30,000nm, a British-built solar-powered UAV crashed just hours before it was due to break the ultimate world endurance record.

  The aircraft was the British-built solar-powered Airbus Zephyr UAV – one of a new breed of HAPS (high altitude, pseudo-satellites) – a new category of UAVs that are aiming for zero-emission, ultra-long- endurance flight as a kind of terrestrial satellite – able to loiter in the stratosphere for weeks or months at a time to monitor borders, watch shipping, relay communications or conduct atmospheric science.
https://www.aerosociety.com/news/zephyr-down-but-definitely-...


Not viable for a non-superpower to create and deploy a successful hostile drone, and imagination is cheaper than reality anyway.

Aside from the hostile drone command and launch being found and destroyed, the drone itself would either be shot down by a missile or disabled by a direct energy weapon.

If the drone were to fault on it's own and was designed to float, it will be expensive to retreive it. Cheaper at scale to launch the sensors into orbit or deploy bouys.


Fixed wing? Using Starlink perhaps? $10k or so, maybe less.

Taking out a billion dollar asset with a couple million dollars worth of drones and a few (more expensive) anti ship missles? Priceless.


A Ukrainian high speed Shahed interceptor costs that much and has a very short range.

You're off by at least an order of magnitude. The camera mount you'd have to put on such a drone would cost about that much, probably more.

You're also vastly underestimating just how big the ocean actually is.

And finding the aircraft carrier is not the penultimate step to destroying it (a "few" anti shipping missiles aren't getting through those defenses).


interceptors are much shorter range than attack/scouting drones because they need to go a lot faster and be more manuverable than the target they are intercepting. Cameras are cheap and really light compared to ordinance, and ziplime was able to make a fleet of fairly cheap drones with 200 mile range (as a private company a decade ago). Cheap drones definitely can maintain targeting of a carrier within a couple hundred miles of the coast (and if you can get to 5-600 miles you keep most carrier based aircraft out of range of your shores)


Not hidden from nation states with access to real-time satellite imagery, but more rustic guerilla operations usually don't have such sophisticated access


Just poor ones - how much could it cost to get a scan of the oceans once weekly or daily? 10 million dollars?


Actually probably even cheaper, a generic scan to spot all the ships, and when it's done, just need to get images around the last location. Probably can use something like the Planet API


Well everything's impossible, until its not.


Oh I get it, the onion is made of Swiss cheese.


The modern AI security onion


> Cortex, by default, can set a flag to trigger unsandboxed command execution

Easy fix: extend the proposal in RFC 3514 [0] to cover prompt injection, and then disallow command execution when the evil bit is 1.

[0] https://www.rfc-editor.org/rfc/rfc3514


The evil bit solves so many problems. It needs to be mandatory!


[dead]


Did you really get so salty by my comment (https://news.ycombinator.com/item?id=47423992) that now you just have to spam HN with the same? Suck it up and move on, healthier for everyone.


I didn't want to nitpick terminology, but yes, the tile-placement algorithm here is just a way of solving constraint satisfaction problems with DFS using a "minimum remaining values" heuristic [0]. The original use case for generating textures [1] is different in that the constraints are implicit in the input bitmap, but this project is a more straightforward tile placement with explicit constraints.

I think this algorithm is more efficient for generating maps with only local (adjacency) constraints, but setting this up as an integer linear program and plugging it into a constraint solver is more generalizable (say, if you wanted to enforce a constraint that rivers had to flow across the whole map and could not loop).

But I agree "wave function collapse" is not really the best name, for two reasons:

- the original repository mentions "it doesn't do the actual quantum mechanics, but it was inspired by QM", but it implies something QM-related.

- as an ORIE major in college that loved optimization, I think constraint satisfaction problems are really cool and actually somewhat approachable! So calling the heuristic something else like "wave function collapse" might limit people from finding previous work and known improvements (e.g. forward checking).

[0] https://www.cs.cornell.edu/courses/cs4700/2011fa/lectures/05...

[1] https://github.com/mxgmn/WaveFunctionCollapse


Reminds me of Jasper Flick's Unity tutorial on hex terrain [0] which is similarly wonderfully detailed. Interesting contrast: this project uses premade tiles and constraint solving to match tile boundaries, while that one dynamically generates tile boundaries (geometries, blending, etc.) on the fly. Both enjoyable reads!

[0] https://catlikecoding.com/unity/tutorials/hex-map/


This is an amazing resource, thanks for sharing


You can see an archived list of industrial security clearance decisions here [0] which is interesting, and occasionally entertaining, reading. "Drug involvement security concerns" usually involve either actively using drugs or, worse, lying to cover up drug use, both of which are viewed as security concerns and grounds for rejection.

[0] https://web.archive.org/web/20170218040331/http://www.dod.mi...


Also see A Collection of Unmitigated Pedantry's series of fortifications [0] regarding castles and their strategic importance, especially on how they were essential to local control of the area as opposed to "just" FOBs for military campaigns. (Incidentally the term "tyranny of the wagon equation" linked in the article also eventually leads to a different ACOUP series.)

[0] https://acoup.blog/2021/12/10/collections-fortification-part...


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