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10 Individuals Allegedly Killed by the U.S. Government
Throughout American history, certain tragic and untimely deaths have sparked deep suspicion, skepticism, and public intrigue. Official narratives often point to suicide, accidents, or random violence—but the shadowy nature of these incidents frequently leads many to question if something more sinister might be at play. From whistleblowers and journalists to political insiders and controversial figures, […]

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10 Disc Jockeys Who Barricaded Themselves in the Studio
A disc jockey is in charge of playing music for a specific audience on the radio, and it is also their job to entertain that audience. Some disc jockeys have a natural ability to keep listeners’ attention, but sometimes, it takes a clever stunt to engage the crowd. One popular stunt performed by DJs involves […]

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10 Sci-Fi & Fantasy Films That Are Actually About Climate Change
It’s second nature for any filmmaker worth their salt to pack their movies with themes that contextualize and expand upon the action on screen. Still, humble viewers that we are, many of us ignore the subtext and latch onto the explosions, fights, and romantic flings instead. So, it pays to go back and take another […]

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10 Conceptions of What Extraterrestrial Could Look Like
The demands of everyday life, in the form of natural stimuli, prompt the development of the various behavioral traits and physical structures of plants and animals. In trying to envision the appearance of extraterrestrial beings, scientists once turned to Earth’s fossil record. After all, it provided evidence as to how organisms had already evolved on […]

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In-reply-to » The original twt is unavailable. It may have been edited or deleted, or is from an unknown or muted feed.

@eapl.me@eapl.me I wouldn’t call it natural, it is the way Bluesky decided to handle handles (not meaning to make a pun, or anything). There is no other way, but that.

The bottomline is, there are agreed upon “standards”, right? From example, on Yarnd you show as “eapl.me”, from “eapl.me”. A kind of weird redundancy because on twtxt, ever since I started using it, one will expect to see a “nick” (equivalent to a person’s first name), from “a domain” (like a surname).

There is nothing holding back someone from giving themselves the nick:

thisismyawesomenickforwhichiwillbeknownforeverandeveritsgreatisntit

But, do we really want that? 😅

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10 Pop Culture Figures Who Actually Existed
From Darth Vader to Mary Poppins, pop culture icons can excite, enrage, or inspire us. And though most characters tend to be wholly fictional in nature, some famous ones are actually based on real-life people. Here’s our list of 10 pop culture figures who existed IRL. Related: Top 10 Underrated Minor Characters from Pop Culture […]

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10 Times Humanity Tried to Redesign the Calendar
For most of us, the Gregorian calendar is simply the way time works. But history is filled with people and cultures who believed they could build something more rational, accurate, or aligned with nature or ideology. Some were utopian dreams, others were bureaucratic rethinks—but all of them tried to challenge what we now take for […]

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Ten Animals with More Interesting Sex Lives Than You
The animal kingdom is full of weird and wonderful creatures having weird and wonderful sex. After all, reproduction is one of the core processes of life. So why not do it in style? Perilous journeys to find a partner. Elaborate mating rituals. Shocking acts of passion and lust. Nature has it all. From self-pleasuring monkeys […]

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How to Run DeepSeek LLM Locally on Mac
If you follow AI news, or even tech news, you might have heard of DeepSeek by now, the powerful Chinese Large Language Model that has capabilities rivaling ChatGPT while having dramatically lower training costs. DeepSeek is designed for advanced reasoning, with general purpose natural language and ChatBot abilities, task competency, research, while also being excellent … Read MoreRead more

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Components vs. Containers: Fight?
WebAssembly components offer a new way to deploy microservices and other applications in cloud native environments. This naturally raises the question: is the upstart component out to replace containers? Or is this one of those situations… ⌘ Read more

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Ten Animal Bodily Fluids and Their Extraordinary Uses
From nourishing worm milk to poisonous moth ooze, the animal kingdom is home to all kinds of hidden marvels, and animal secretions are no exception. Nature is brimming with astonishing juices. The fluids take on various roles that leave some bowled over in wonder, while others feel a little nauseous. Here are ten of the […]

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10 Crazy Ideas for Colonizing Outer Space
Are we humans destined for outer space? It would seem so. Because eventually, what’s a civilization to do other than expand to other worlds beyond its own comfortable cosmic nursery? Whether based on science fiction or science-science, as civilization advances, it seems that the natural inkling is to explore and expand, to settle its solar […]

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10 Severe Medical Conditions with Surprising Health Benefits
Throughout human evolution, genetic variations that cause devastating diseases have persisted in populations at rates that seem to defy natural selection. This genetic paradox has prompted scientists to investigate why traits that cause serious illness in some individuals remain so common. Research has revealed a fascinating pattern: Many severe medical conditions offer unexpected health advantages […]

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10 Amazing Indicator Species That Reveal Environmental Truths
Nature has its own built-in alarm systems that alert us to environmental problems long before they become obvious. Known as “indicator species,” these creatures have special characteristics that make them especially sensitive to shifts in their surroundings. Some respond to air pollution, others to water quality changes, and still others to soil contamination. By watching […]

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10 Puzzles of Evolution That Scientists Still Can’t Explain
Evolution has shaped life on Earth for billions of years, gradually refining species through natural selection and adaptation. Yet despite everything we know about the process, there are still considerable gaps in our understanding. Some biological traits appear too complex to have evolved gradually, others seem to contradict traditional evolutionary principles, and a few remain […]

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Part 1 of the move (Kassel to Braunschweig) is complete. Today we dropped off the van, handed over the apartment, and took the opportunity to take one last walk through the nearby park and nature. Part 2 (second home to new primary residence) will follow soon. ⌘ Read more

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Observing and monitoring Large Language Model workloads with Ray
Ambassador post by Swastik Gour Introduction The emergence of Large Language Models (LLMs) such as GPT-4, PHI2, BERT, and T5 revolutionized natural language processing, with these models empowering high-end applications, including chatbots, recommendation systems, and analytics…. ⌘ Read more

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10 Terrifying Human Encounters with Swarming Animals
Swarming is a fascinating yet unnerving phenomenon where animals move together en masse, often causing unintentional chaos for humans. Whether it’s birds, bees, or marine predators, swarming is typically a natural behavior tied to survival, such as migration, mating, or finding food. However, when these mass movements clash with human activities, the results can range […]

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10 Exciting Things Entering the Public Domain in 2025
When a work enters the public domain, it’s like releasing an immortal animal into the wild after it has been caged for a hundred years. Now freed from copyright restrictions, the work can be studied, reinterpreted, and explored in ways that better reveal its true nature. Scholars, creators, and fans are granted new freedoms to […]

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Électricité : le poids des erreurs de l’Allemagne
Un article de Henri Bonner Les écologistes à travers le continent créent la pénurie et le manque… Ils veulent en somme une réduction des niveaux de vie et de confort… au prétexte de la défense de la nature ou de la planète. Comme dans une religion, l’idéologie prend le dessus sur la réalité ou les […] ⌘ Read more

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The 10 Largest Moons of Our Solar System
The night sky holds countless celestial wonders, but few are as captivating as the moons of our solar system. While Earth boasts just one moon, other planets have entire families of moons, each unique in its size, composition, and history. These natural satellites range from small, rocky chunks to massive, planet-like bodies with complex surfaces […]

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How researchers are studying the impact of GitHub Copilot on the nature of work for open source maintainers
An interview with economic researchers analyzing the causal effect of GitHub Copilot on how open source maintainers work.

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**(#w7qc4ra) @eapl.me Regarding supporting languages:

That said, coming from platforms like X and Masto, where switching languages is easy, I n …**
@eapl.me @eapl.me Regarding supporting languages:

That said, coming from platforms like X and Masto, where switching languages is easy, I naturally read content and write into my timeline in at least three languages. Changing my “account” is not a simple as switching languages, and in those platforms have another m … ⌘ Read more

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JMP: CertWatch
As you may have already seen, on October 21st, it was reported that a long-running, successful MITM (Machine-In-The-Middle) attack against jabber.ru had been detected. The nature of this attack was not specific to the XMPP protocol in any way, but it was of special interest to us as members of the XMPP community. This kind of attack relies on being able to present a TLS certificate which anyone trying to connect will accept as valid. In this case, it was done b … ⌘ Read more

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Kubernetes policy driven resource optimization with Kyverno
Member post originally published on Nirmata’s blog by Boris Kurktchiev Introduction As organizations increasingly turn to Kubernetes to deploy and manage containerized applications, they face unique challenges in efficiently allocating resources. The dynamic nature of Kubernetes often leads… ⌘ Read more

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In-reply-to » The original twt is unavailable. It may have been edited or deleted, or is from an unknown or muted feed.

@prologic@twtxt.net The headline is interesting and sent me down a rabbit hole understanding what the paper (https://aclanthology.org/2024.acl-long.279/) actually says.

The result is interesting, but the Neuroscience News headline greatly overstates it. If I’ve understood right, they are arguing (with strong evidence) that the simple technique of making neural nets bigger and bigger isn’t quite as magically effective as people say — if you use it on its own. In particular, they evaluate LLMs without two common enhancements, in-context learning and instruction tuning. Both of those involve using a small number of examples of the particular task to improve the model’s performance, and they turn them off because they are not part of what is called “emergence”: “an ability to solve a task which is absent in smaller models, but present in LLMs”.

They show that these restricted LLMs only outperform smaller models (i.e demonstrate emergence) on certain tasks, and then (end of Section 4.1) discuss the nature of those few tasks that showed emergence.

I’d love to hear more from someone more familiar with this stuff. (I’ve done research that touches on ML, but neural nets and especially LLMs aren’t my area at all.) In particular, how compelling is this finding that zero-shot learning (i.e. without in-context learning or instruction tuning) remains hard as model size grows.

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In-reply-to » The original twt is unavailable. It may have been edited or deleted, or is from an unknown or muted feed.

@stigatle@yarn.stigatle.no @xuu@txt.sour.is @lyse@lyse.isobeef.org “Not cool”? I was receiving many broken (HTTP 400 error) requests per second from an IP address I didn’t recognize, right after having my VPS crash because the hard drive filled up with bogus data. None of this had happened on this VPS before, so it was a new problem that I didn’t understand and I took immediate action to get it under control. Of course I reported the IP address to its abuse email. That’s a 100% normal, natural, and “cool” thing to do in such a situation. At the time I had no idea it was @xuu@txt.sour.is .

The moment I realized it was @xuu@txt.sour.is and definitely a false alarm, I emailed the ISP and told them this was a false positive and to not ban or block the IP in question because it was not abusive traffic. They haven’t yet responded but I do hope they’ve stopped taking action, and if there’s anything else I can do to certify to them that this is not abuse then I will do that.

I run numerous services on that VPS that I rely on, and I spent most of my day today cleaning up the mess all this has caused. I get that this caused @xuu@txt.sour.is a lot of stress and I’m sincerely sorry about that and am doing what I can to rectify the situation. But calling me “not cool” isn’t necessary. This was an unfortunate situation that we’re trying to make right and there’s no need for criticizing anyone.

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MacOS Sequoia 15 Beta 2 Available to Download Now
MacOS Sequoia beta 2 has been released for users participating in the MacOS Sequoia 15 beta program for Apple Developers. Technically speaking, anyone can enroll in the dev program and install MacOS Sequoia beta, but due to the nature of beta system software that is not advised for anyone who is not an advanced user … Read MoreRead more

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L’impossible recyclage du plastique
Très régulièrement, à la faveur d’une campagne de propag… pardon de conscientisation par l’une ou l’autre organisation de lobbying non gouvernemental, on découvre que l’Humanité rejette une quantité ahurissante de plastique dans la nature, que c’est une catastrophe et que nous allons tous mourir, ce qui explique au passage les lois de plus en plus […] ⌘ Read more

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In the Hotseat: Black Python Devs Founder
Jay Miller, creator of the “Black Python Devs” organization, sits down with Lunduke after announcing a partnership with the GNOME Foundation. What are the goals of “Black Python Devs”? What is the nature of the GNOME Foundation partnership? What would they think of a “White Python Devs” organization? Many, many questions. ⌘ Read more

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Introducing GitHub Copilot Extensions: Unlocking unlimited possibilities with our ecosystem of partners
The world of Copilot is getting bigger, improving the developer experience by keeping developers in the flow longer and allowing them to do more in natural language.

The post Introducing GitHub Copilot Extensions: Unlocking unlimited possibilities with our ecosystem of partners appeared first on [The GitHub Blog](https://gi … ⌘ Read more

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GitHub Copilot Chat in GitHub Mobile is now generally available
With GitHub Copilot Chat in GitHub Mobile, developers can collaborate, ask coding questions, and gain insights into both public and private repositories anywhere, anytime–all in natural language for users on all GitHub Copilot plans.

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BeagleY-AI: Powering Open Source Innovation with the Texas Instruments AM67A
The BeagleBoard.org Foundation has introduced BeagleY-AI, a single-board computer that emphasizes open-source hardware in an industry-standard form factor. This initiative represents a commitment to transparency and user empowerment in computing, reminiscent of the open nature of early computers. At the heart of BeagleY-AI is the Texas Instruments AM67A system-on-chip, featuring a quad-core A … ⌘ Read more

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How to Disable Content Blockers for Specific Sites in Safari for Mac
Some Mac users have content blockers installed into Safari, which are usually designed to prevent a part of a webpage from loading, things like preventing a remote javascript that tracks cookies or loads ads, or something that places a cookie into your browser, etc. The very nature of how content blockers work can cause interference … [Read More](https://osxdaily.com/2024/02/23/how-to-disable-cont … ⌘ Read more

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How to Find Geographic Location of Apple Aerial Screen Savers (Mac & Apple TV)
The Aerial screen savers on Mac and Apple TV are absolutely stunning, capturing high resolution drone flybys of amazing scenery around the world, from dramatic cityscapes, surreal underwater scenes, a broad range of landscapes, and even satellite imagery of Earth itself. These scenes are so beautiful that it’s natural to wonder where they were filmed, … [Read More](https://osxdaily.com/2024/02 … ⌘ Read more

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