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@hex@kolektiva.social
2026-01-08 15:07:55

The US military has always had a massive global advantage against enemies by having bases all over the world. There are bases in every NATO country. This would appear to be a powerful threat to anyone willing to oppose American hegemon, and under normal conditions it would be.
But a lot of those kids serving on those bases joined, not because they love America but, because they needed a ticket out of poverty. They joined for the education, for the money, maybe a bit for the adventure, but, more than anything, to escape the ghetto or podunk backwater that trapped them. Under normal times, this is the best deal they could expect. Maybe they risk their lives, usually they sit around being bored for a few years, and they get to come out with respect and paid college.
But what they are being offered is normal in most of the countries they're stationed in. Free healthcare, cheap or free education, is just what citizens in a lot of countries have come to expect. If the US attacked a NATO country, how many would snap up citizenship if they were given a chance to defect? Bonus points for taking some hardware with you, I'm sure.
But there are some who love their country. There are some patriotic Americans on those bases. Some of them joined specifically to protect the US from all enemies, foreign *and* domestic. Given a chance to fulfill that oath or violate international law, what happens?
There are a good number of former military folks too who now are unsafe in the countries they served, who would do just about anything for citizenship in any EU country and almost any NATO ally. Some of those folks know things they swore an oath to never share, but the country they swore an oath to has betrayed them. Today there's no value in leaking those secrets, but in a war between the US and NATO allies things would be different. Some of those former military folks still believe in their oath, and know exactly who the real enemy is. What happens when there's a real threat of war, when they can use their knowledge to fulfill that oath to protect the US against those domestic threats?
There are a bunch of civilian tech workers who have become targets of the regime. Some of them had clearance, or know about the skeletons in the closet. They know about critical infrastructure, classified systems, all sorts of things that would be extremely valuable to an opponent. But the opponents of the US have always been a frightening *other*, never familiar societies these folks look up to, have visited, have thought about moving to, are trying to escape to.
All I'm saying here is that invading Venezuela and kidnapping the president has a very different calculus than does attacking Greenland. I don't know if Trump or his people are able to understand that, but if he and his folks aren't then I hope European leaders are. But more than that, I hope it never comes down to finding out.
But perhaps we should all think about what we would do to make sure things ended quickly if American leadership ever made such an incredible mistake.

@tiotasram@kolektiva.social
2025-11-09 12:09:40

Imagine ChatGPT but instead of predicting text it just linked you to the to 3 documents most-influential on the probabilities that would have been used to predict that text.
Could even generate some info about which parts of each would have been combined how.
There would still be issues with how training data is sourced and filtered, but these could be solved by crawling normally respecting robots.txt and by paying filterers a fair wage with a more relaxed work schedule and mental health support.
The energy issues are mainly about wild future investment and wasteful query spam, not optimized present-day per-query usage.
Is this "just search?"
Yes, but it would have some advantages for a lot of use cases, mainly in synthesizing results across multiple documents and in leveraging a language model more fully to find relevant stuff.
When we talk about the harms of current corporate LLMs, the opportunity cost of NOT building things like this is part of that.
The equivalent for art would have been so amazing too! "Here are some artists that can do what you want, with examples pulled from their portfolios."
It would be a really cool coding assistant that I'd actually encourage my students to use (with some guidelines).
#AI #GenAI #LLMs

@khalidabuhakmeh@mastodon.social
2025-12-09 10:46:07

What is #auth? It's more complicated than you probably thought, even though #software #developers sling the word around all the time.
🎅 Since it's the holiday season, give yourself an eas…

@leftsidestory@mstdn.social
2026-02-08 00:30:15

Different Corners VII ▶️
不同的角落 VII ▶️
📷 Zeiss IKON Super Ikonta 533/16
🎞️ Ilford HP5 400 Plus, expired 1993
#filmphotography #Photography #blackandwhite

Ilford HP5 Plus 400 (6x6)

English Alt Text
A black‑and‑white image of a large metal public sculpture in a city plaza. The central structure is a tall, funnel‑shaped form made of intersecting metal rods, surrounded by curved wave‑like metal elements. Buildings with Chinese signage and trees frame the scene. The ground features circular patterns.
Chinese Alt Text
一张黑白照片,展示城市广场中的大型金属公共艺术装置。中心是由金属杆构成的漏斗状结构,周围环绕着弧形的波浪状金属线条。背景有带中文招牌的建筑和树木,地面上有圆形图案。
Ilford HP5 Plus 400 (6x6)

English Alt Text
A black‑and‑white photograph with sharp branches, leaves, and small flowers in the foreground. Behind them stands a tall building rendered out of focus, creating a contrast between crisp natural details and a soft, indistinct urban background.
Chinese Alt Text
一张黑白照片,前景中树枝、叶子和小花清晰可见。背景是一栋高楼,但被刻意虚化,形成自然细节清晰与城市建筑模糊之间的对比。
Ilford HP5 Plus 400 (6x6)

English Alt Text
A black‑and‑white photo of a brick walkway covered with dry leaves. In the center lies a small rectangular photograph or paper, partially hidden by the leaves. The object shows a bright band at the top, as if from light exposure. The scene evokes themes of memory and time.
Chinese Alt Text
一张黑白照片,画面为铺满落叶的砖地。中央放着一张小的长方形照片或纸片,被落叶部分遮住。照片顶部有一道亮带,像是曝光造成的效果。整体氛围带有记忆与时间流逝的意味。
Ilford HP5 Plus 400 (6x6)

English Alt Text
A black‑and‑white photo showing the rear half of a bicycle parked on a brick walkway. Fallen leaves are scattered across the ground, suggesting autumn. A tree trunk and part of another bicycle appear in the background. The image has a nostalgic, film‑like quality with soft light leaks.
Chinese Alt Text
一张黑白照片,画面中是一辆自行车的后半部分停在砖铺小路上。地面散落着落叶,呈现秋天的氛围。背景中可见树干和另一辆自行车的一部分。整体带有怀旧的胶片质感和轻微的光晕效果。
@primonatura@mstdn.social
2025-11-09 13:00:54

"Scientists thought Great Barrier Reef doomed if global temperatures rise 1.5C – but a new study finds hope"
#Australia #GreatBarrierReef #Coral

@tinoeberl@mastodon.online
2026-02-07 21:22:32

Henriette #Wunderlich überlebte einen #Femizidversuch und beschreibt, wie #Partnerschaftsgewalt auch Kinder trifft.
Familie und Freundinnen gaben Halt, während öffentliche D…

@leftsidestory@mstdn.social
2025-11-09 00:30:38

Moody Urbanity - Relations 👥
情绪化城市 - 关系 👥
📷 Minolta Hi-Matic AF
🎞️ Shanghai GP3 400 Pan
#filmphotography #Photography #blackandwhite

Shanghai GP3 400 PAN (FF)

English Alt Text:
A monochrome photo of a sidewalk lined with uniform bicycles, likely part of a bike-sharing system. Each bicycle has a QR code plate attached. A person stands beside one bicycle, facing the street, as if preparing to ride. Across the multi-lane road, cars and buildings are visible. Trees line the sidewalk, and the pavement is made of rectangular bricks. The grainy black-and-white style gives the image a vintage or surveillance-like quality, emphasizi…
Shanghai GP3 400 PAN (FF)

English Alt Text:
A black-and-white photograph of a city sidewalk. In the foreground, a person sits on the pavement with their back to the camera, appearing to rest or wait. Ahead, another person stands beside a motor scooter equipped with a large delivery box. The box has Chinese text that translates to “30-minute supermarket delivery.” Several plastic bags hang from the scooter, likely filled with groceries. The curb and road are visible in the background, suggestin…
Shanghai GP3 400 PAN (FF)

English Alt Text:
A black-and-white urban street scene. A tree stands in the foreground with a sign attached, written in Chinese: “Friendly Reminder: This is a non-motorized vehicle parking area. Please park in order and do not park randomly. Violators will be dealt with according to the law. Thank you for your cooperation.” Two people walk along the sidewalk, while a row of parked scooters lines the right side. In the background, tall residential or commercial buildi…
Shanghai GP3 400 PAN (FF)

English Alt Text:
A gritty black-and-white urban scene. A wet pavement dominates the foreground, with large puddles reflecting nearby structures. An open gate with two white pillars leads into a parking area where several cars are parked. A person walks away from the camera toward the gate. In the background, a tall building rises above smaller structures, framed by trees and overhead wires. The grainy texture and reflections create a vintage, documentary atmosphere, …
@tinoeberl@mastodon.online
2026-02-08 15:16:11

Der Biologe Bernhard Kegel beschreibt, wie sich #Tiere und #Pflanzen an den #Klimawandel anpassen.
Lebensräume verschieben sich polwärts und verändern die

@tinoeberl@mastodon.online
2026-01-07 17:18:39

Nach monatelangem Rechtsstreit erlaubt #Vonovia einem Mieter in #Aachen die Installation eines #Balkonkraftwerk​s.
Unterstützt durch die Deutsche

@leftsidestory@mstdn.social
2026-01-08 00:30:00

Urban Texture II 🧩
城市质地 II 🧩
📷 Nikon F4E
🎞️ ERA 100, expired 1993
#filmphotography #Photography #blackandwhite

ERA 100 (FF)
English:
This black-and-white photograph captures a modern urban scene. In the foreground, there is a metal railing, and beyond it, a tall apartment building with multiple floors. The building has a minimalist design, featuring rows of small, rectangular windows. The facade is smooth and light-colored. To the right, a portion of a glass building reflects the surroundings. The scene is framed by tree branches on the left, adding a touch of nature to the urban environment.
Chinese:
这…
ERA 100 (FF)
English:
This black-and-white image shows an outdoor area with hexagonal patterned tiles on the ground. In the center, there is a round wooden table with a white tabletop, surrounded by various seating options: a wooden stool with a cushion, a round stool made from a cable spool, and a bench. The scene gives a rustic, creative vibe, as if it is a DIY outdoor seating area.
Chinese:
这张黑白照片展示了一个户外区域,地面铺着六边形图案的瓷砖。中央有一张圆形的木桌,桌面是白色的,周围摆放着不同的座位:一个带垫子的木凳、一个由电缆卷筒改造的圆凳,以及一个长凳。整个场景散发出乡村和创意的气息…
ERA 100 (FF)
English:
This black-and-white image shows a row of four black recycling bins lined up against a low wall and a metal fence. Each bin has a recycling symbol and Chinese text indicating they are for recyclable waste. The bins are placed on a paved sidewalk, with a grassy hill and more fencing in the background, suggesting a public or park area.
Chinese:
这张黑白照片展示了四个黑色的回收垃圾桶,整齐地排列在一面矮墙和金属栅栏旁。每个垃圾桶上都有回收标志和“可回收物”的中文字样。垃圾桶放在铺砌的人行道上,背景是草地和更多的栅栏,暗示这是一个公共区域或公园。
ERA 100 (FF)
English:
This black-and-white photo captures a street scene. A person is walking on the sidewalk, carrying a bag. In the background, there are cars parked along the road, and a large billboard with Chinese characters that reads "地铁为城市提速建设" (Subway accelerates city construction). There is also a power transmission tower and trees lining the street, adding depth to the urban landscape.
Chinese:
这张黑白照片展示了一个街道场景。一个人正在人行道上行走,手里提着一个袋子。背景中停着几辆汽车,还有一个大型广告牌,上面写着“地铁为城市提速建设”的字样。远处有输电塔和排列整齐的树木…