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@hex@kolektiva.social
2026-03-16 10:22:41
Content warning: gun violence, nazi shit

On the first day of the #PTSD intensive, we talked about the shooting. I had felt like I was done with that, that it didn't have anything left for me. But there was something still that filled me with rage... that is still confusing and enraging.
It wasn't actually being shot. I wasn't even the possibility of death. I had been prepared to die. I always knew that was possible. It was something else.
I remember Marc Hokoana's face as he pepper sprayed pacifists, smiling and taunting, joyfully hurting people who he knew were refusing to respond. I remember their flags, the kek flag, literally a Nazi battle flag replaced in 4chan colors with the clover 4chan logo instead of the swastika. How many people have been tortured, have died? How much suffering, that these people not only welcomed but celebrated, joyfully participated in.
The cruelty was the point. It was the plan, the plan he posted to Facebook, the same plan as they have always had, of torturing people until someone responds and then murdering them. Inflicting trauma, responding with overwhelming force, showing how "big and strong" they are because they can always escalate.
Try to stop someone from peppers praying people, they shoot you. Shoot back, like Michael Reinoehl, and they send a death squad for you. But we keep standing up, so they keep escalating to the slightest imagined infraction. Now they just murder you for being in a car, for filming at a protest, for existing.
The bar for what justifies murder or torture will continue to move lower until there is no one left, or until they can no longer escalate.
The feeling of helplessness is still not the biggest thing though. It's the joy with which they inflict this on us. That's it. That's the thing.
CW: gun violence, abuse dynamics
hexmhell.writeas.com/the-creat

@hikingdude@mastodon.social
2026-04-16 19:24:57

From a recent hike that I haven't yet blogged about - but I thought I'd just like to share it already with you.
The start of the hike wasn't in the snow but on top, there was still a good winter feeling.
Well, I hope you like it. Maybe it was the last winter shooting this season for me ...
#hiking

A breathtaking alpine scene unfolds in this image, capturing the stunning beauty of a snowy mountain landscape under a clear blue sky. The foreground features a snow-covered path, partially cleared and bordered by high snowbanks, inviting exploration and adventure. The path is flanked by evergreen trees, their branches dusted with snow, adding a touch of natural beauty and depth to the scene.

In the mid-ground, a group of hikers can be seen making their way along the path, adding a sense of sc…
@leftsidestory@mstdn.social
2026-01-17 00:30:00

Gloom & Bloom IV ☁️🌺
黑暗绽放 IV ☁️ 🌺
📷 Zeiss IKON Super Ikonta 533/16
🎞️ Lucky SHD 400
#filmphotography #Photography #blackandwhite

Lucky SHD 400 (6x6)
English:
This black-and-white photograph captures an urban scene under a clear sky. In the foreground, there are trees with dense foliage, and a pedestrian staircase leading up to an elevated walkway or bridge. The staircase is flanked by a tall streetlight. The bridge extends horizontally across the image, supported by pillars. The overall atmosphere is calm, with a focus on the architectural elements and the contrast between the sky and the structures.
Chinese (中文):
这张黑白照片…
Ilford HP5 Plus 400 (FF)

English:
This black-and-white photograph captures a daytime scene at a sports field or park. A row of empty bleacher seats is visible in the foreground, aligned along a chain-link fence. The fence is illuminated by day light, casting dramatic shadows and highlights. The background is dark, with silhouettes of trees and foliage, creating a stark contrast between the lit area and the shadows.
Chinese (中文):
这张黑白照片拍摄于日间的运动场或公园。前景是一排空荡的看台座椅,沿着铁丝网围栏排列。围栏被明亮的日光照亮,投射出戏剧性的阴影和高光…
Lucky SHD 400 (6x6)

English:
This black-and-white image features a close-up of a white fire hydrant sign, which is shaped like a hydrant with an arch above it. The sign is positioned in front of a row of trees, creating a sense of depth. The trees are tall and slender, with their trunks and branches forming a rhythmic pattern. The background includes a paved path and neatly trimmed bushes, adding to the orderly and serene atmosphere of the scene.
Chinese (中文):
这张黑白照片特写了一块白色消防栓标志,标志形状像消防栓,上方有拱形…
Lucky SHD 400 (6x6)
English:
This black-and-white image depicts a serene park or forest path. Tall, slender trees line both sides of the path, their trunks and branches creating a natural corridor. Two people are walking along the path in the distance, adding a sense of scale and life to the scene. The sunlight filters through the leaves, casting dappled light and shadow on the ground, enhancing the peaceful and tranquil atmosphere.
Chinese (中文):
这张黑白照片展示了宁静的公园或森林小径。两侧是高大苗条的树木,树干和枝条形成天然走廊。远处有两个…
@jeang3nie@social.linux.pizza
2026-04-16 16:29:18
Content warning: USpol

Something that has been bothering me since the start of the Isreal-US conflict with Iran is this idea that the war will be won quickly because Iran is just a bug to be crushed under the boot of the US military. I really get the feeling that people have this massive misunderstanding of the size of Iran, thinking it to be a small country where very few people live. That couldn't be further from the truth.
Just by numbers, Iran is about 1/6 the land mass of the United States. It's…

@aredridel@kolektiva.social
2026-04-14 14:22:42

So to follow up on this, I've caught it in action. Models, when quantized a bit, just do a bit more poorly with short contexts. Even going from f32 (as trained) to bf16 (as usually run) to q8 tends to do okay for "normal" context windows. And q4 you start feeling like "this model is a little stupid and gets stuck sometimes” (it is! It's just that it's still mostly careening about in the space of "plausible" most of the time. Not good guesswork, but still in the zone). With long contexts, the probability of parameters collapsing to zero are higher, so the more context the more likelihood you are to see brokenness.
And then at Q2 (2 bits per parameter) or Q1, the model falls apart completely. Parameters collapse to zero easily. You start seeing "all work and no play makes jack a dull boy” sorts of behavior, with intense and unscrutinized repetition, followed by a hard stop when it just stops working.
And quantization is a parameter that a model vendor can turn relatively easily. (they have to regenerate the model from the base with more quantization, but it's a data transformation on the order of running a terabyte through a straightforward and fast process, not like training).
If you have 1000 customers and enough equipment to handle the requests of 700, going from bf16 to q8 is a no-brainer. Suddenly you can handle the load and have a little spare capacity. They get worse results, probably pay the same per token (or they're on a subscription that hides the cost anyway so you are even freer to make trade-offs. There's a reason that subscription products are kinda poorly described.)
It's also possible for them to vary this across a day: use models during quieter periods? Maybe you get an instance running a bf16 quantization. If you use it during a high use period? You get a Q4 model.
Or intelligent routing is possible. No idea if anyone is doing this, but if they monitor what you send a bit, and you generally shoot for an expensive model for simple requests? They could totally substitute a highly quantized version of the model to answer the question.
There are •so many tricks• that can be pulled here. Some of them very reasonable to make, some of them treading into outright misleading or fraudulent, and it's weirdly hard to draw the line between them.

@jake4480@c.im
2026-03-15 17:34:02

David Cronenberg, master of body horror movies, was born today (March 15) in 1943 (during World War II!)
I saw his films 'Crash' and 'Naked Lunch' early, around the same time, in 1997 or 1998. Since then, I've seen many more of his- I just counted, I've seen 13 of his 23 films, and I've loved all of them. I'm a huge fan. My favorite was Shivers for a while. I'm not sure what it is now. Gotta see those final 10!
Happy birthday, David. We love …

David Cronenberg in Nighbreed with a creep
David Cronenberg with Debbie Harry's huge eyes behind him, from Videodrome
David looking at you
David in a suit and tie with glasses
@floheinstein@chaos.social
2026-02-17 08:41:40

Gong Xi Fa Cai! Let's hope for a smooth ride 😉
#lunarnewyear

BBC news intro from 2014 with subtitles saying "Welcome to the year of the whores. People around the globe celebrate"
@grumpybozo@toad.social
2026-03-15 02:07:19

I’m not *feeling* special…
I’m feeling fucking cold. I am gaining an understanding of how people are driven to dangerous stupidity by the lack of heat.

Screenshot from DTE app showing that 99.58% of their customers have power. 
I am one of the 9659 lucky exceptions.
@mlawton@mstdn.social
2026-02-14 19:38:18

Happily it was a straightforward swap of identical models. Didn’t have to replace the sink flange as a result. It was an awkward business of hefting it up to get it aligned and locked into the flange, but it took only a mild amount of swearing to finally get it right.🤬
No leaks. Orders have been given to unfurl the mission accomplished banner.
(The wiring under this sink could use some taming. Whoever did it was certainly not paid by the hour. 🙄 )

The replacement garbage disposal is in place. I flip the switch to power it on and it comes to life.