I think this is talking about basic functionality, eg. can you do basic stuff with a clean install without everything immediately breaking

There’s a lot of programming tools that are primarily developed for and on linux, and “windows support” is an afterthought which will result in linux being a very frictionless experience but windows being a minefield of problems and requiring careful manual setup

I actually kind of looked at (jpeg) compression artifacts, and it’s indeed true to the extent that if you compress the image bad enough, it eventually makes it impossible to determine if the color was originally flat or not.

(eg. gif and dithering is a different matter, but it’s very rare these days and you can distinguish it from the “AI noise” by noticing that dithering forms “regular” patterns while “AI noise” is random)

Though from a few tests I did, compression only adds noise to comic style images near “complex geometry”, while removing noise in flat areas. This tracks with my rudimentary understanding of the discrete cosine tranform jpeg uses*, so any comic with a significantly large flat area is detectable as AI based on this method, assuming the compression quality setting is not unreasonably low

*(which should basically be a variant of the fourier transform)

I recreated most of the comic image by hand (using basic line and circle drawing tools, ha) and applied heavy compression. The flat areas remain perfectly flat (as you’d expect as a flat color is easier to compress)

But the AI image reveals a gradient that is invisible to the human eye (incidentally, the original comic does appear heavily jpeg’d, to the point I suspect it could actually be chatgpt adding artificial “fake compression artifacts” by mistake)

there’s also weird “painting” behind the texts which serves no purpose (and why would a human paint almost indistinguishable white on white for no reason?)

the new ai generated comic has less compression, so the noise is much more obvious. There’s still a lot of compression artifacts, but I think those artifacts are there because of the noise, as noise is almost by definition impossible to compress

The thing missing here is that usually when you do texture, you want to make it visible. The AI ‘watercolor’ is usually extremely subtle, only affecting the 1-2 least significant bits of the color, to the point even with a massive contrast increase it’s hard to notice, and usually it varies pixel by pixel like I guess “white noise” instead of on a larger scale like you’d expect from watercolor

(it also affects the black lines, which starts being really odd)

I guess it isn’t really a 100% proof, but it’s at least 99% as I can’t find a presumed-human made comic that has it, yet every single “looks like AI” comic seems to have it

I also noticed how it suddenly went from great to crap.

But the real reason I think is ironically AI. It used to be that you could easily crawl the web, but after the AI craze, images suddenly became valuable to crawl and every website gets bombarded by scrapers, and are adding more and more countermeasures to make it more difficult, so tineye’s own image scraper probably can’t compete with them and so can’t find any new images

I agree that the “arm things” are wrong, as it’s pretty clearly just an ‘artistic choice’ that a human could very much do.

But that said these images are 100% provable to be AI. If you haven’t built up the intuition that immediately tells you it’s AI (it’s fair, most people don’t have unlimited time for looking at AI images), these still have the trademark “subtle texture in flat colors” that basically never shows up in human-made digital art. The blacks aren’t actually perfectly black, but have random noise, and the background color isn’t perfectly uniform, but has random noise.

This is not visible to the human eye but it can be detected with tools, and it’s an artifact caused by how (I believe diffusion) models work

technically I guess it’s between Cosmic latte and Desert sand

or “light grayish yellow”

…I had to look those up but it’s definitely not a plain white

well it’s supposed to be the “passive” you (or “indeterminate” you)

but I think anyone can learn to notice the pattern of comics with this particular odd color style ^{(assuming you would want to learn it for some reason, and if we ignore color blindness or other similar problems etc)}

The new one by openai, “gpt-4o image generation”

it’s funny how you can tell at a glance exactly what model generated this image, just based off the background color

rebugging, if you will

found this update from 1 month ago:

https://euro-stack.com/blog/2025/3/schleswig-holstein-open-source-digital-sovereignty

what the actual amount of progress is seems to be buried under bureaucracy-speak but I got 3 useful sentences out of it so far:

Configuration via group policies

MS Office can remain installed in parallel, until October 2025

Goals for october 2025: LibreOffice should be the sole standard office software on around 70% of the state administration’s IT workstations

so to me it seems they’re currently slowly doing a MS office -> LibreOffice transfer, but they’re still all using windows (as the use of “group policy” implies)

you can also ‘trivially’ derive the quadratic formula using completing the square, but does anybody actually do that instead of just memorizing the formula?

it’s actually about testing your ability and willingness to jump through hoops that serve no discernible purpose, one of the most vital skills for working within 99% of human organizations

64 gigs of ram costs less than $200 these days

no it’s real with references to the C++ standard (I think). they also have a big m4 macro(?) for generating the flowchart

15 years is just about enough to understand how initializing a variable works in C++: https://randomcat.org/cpp-initialization/initialization.png

Netscape tried that, turns out it was a bad idea

get a motorized height adjustable standing desk, an egg timer and a slow treadmill, set the timer to 16 minutes and 43 seconds, every time the timer runs out, rotate between standing position, sitting position and walking position while resetting the timer.

When you’re ready to level up, upgrade from just an office chair for the sitting positon to a mixture of office chair, saddle chair, prayer mat and stout 19th century four-legged wooden stool certified handmade in the russian far east. Rotation as follows:

standing -> office chair -> treadmill -> saddle chair -> standing -> prayer mat -> treadmill -> flat stool -> repeat.

When you’re ready for the endgame, upgrade from an egg timer to a stochastic bell timer powered by a brass cyclograph. This eliminates any possible linear relationship with your BRAC cycle, ensuring a well-rounded dynamic stress regimen.

they said optimize CPU usage, not reduce CPU usage. clearly they actually want to increase CPU utilization in this mysterious “0.02%” situation in order to get the results faster

Maybe not in single player, but if you try putting more than a few dozen players on one vanilla server, the performance is going down the drain