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Search results for tag #llm

AodeRelay boosted

[?]josh g. » 🌐
@joshg@mathstodon.xyz

reminder to all the people who are reluctantly trying out LLMs for coding or other tasks and then frustrated-surprised when it does a good job:

a) of course it does a good job, it's repurposing and adapting massive amounts of stolen code and human creativity;
b) it will do a good job until it doesn't, and you won't know the difference unless you deeply understand what it's doing in the first place;
c) it is vastly inefficient and is only affordable now (if at all) because the techbro corps are still fighting for the monopoly they need so they can dominate the market and then crank up the costs tenfold;
d) the nature of these systems is mimicry plus a dash of crowd sourced feedback, and are mathematically unable to achieve any of the AGI superintelligence bullshit that the Corp CEOs are leading their cult followers to believe;
e) participating in this train wreck is making climate change more catastrophic, cut it the fuck out

    AodeRelay boosted

    [?]Graham Perrin » 🌐
    @grahamperrin@mastodon.bsd.cafe

    @lproven @buckfiftyseven

    ava.pet

    detecting AI/LLM contributions in Git repositories through commit history analysis

    lobste.rs/~ava/stories

      David Gerard boosted

      [?]Dick Armoire » 🌐
      @diffrentcolours@tech.lgbt

      AI, LLMs, techbros, Codeberg [SENSITIVE CONTENT]

      It is both hilarious and inevitable that the AI bros are kicking off about the membership voting by supermajority against contributions and vibe coding.

      The social context of the modern "AI" movement is based around a fascist idea that "might means right", and that we plebs can't stand up to the force of the TESCREAL billionaire class. And some people really get on board with that, perhaps thinking that they can curry favour with the billionaires who don't even know they exist. So even as small and insignificant a resistance as a tiny German non-profit saying "no" is unconscionable to them.

      This is why my inbox has been filled with screeds and rants and bad-faith arguments for the last few days and I've been laughing at them and deleting them.

        [?]⠠⠵ avuko » 🌐
        @avuko@infosec.exchange

        RE: vt.social/@lina/11697543585120

        I deleted my account since @huggingface.co stole my code (15 repos) in 2025, and happily moved to @Codeberg

        Now I can’t opt-out. 🤦🏻‍♂️

        To everybody working for or using : I do not consent to any use of my code for training, calibration, (partial) extrusion or whatever you want to call your bullshit theft and grifting.

        This means you effectively cannot use any part of this dataset for any means whatsoever, at least not without being a total arsehole.

        [?]Hoshino Lina (星乃リナ) 🩵 3D Yuri Wedding 2026!!! » 🌐
        @lina@vt.social

        Looks like Hugging Face scraped ~all of GitHub into an AI training dataset...

        huggingface.co/spaces/HuggingF

        There is an opt-out link. You might want to use it.

          David Gerard boosted

          [?]Ivan Enderlin 🦀 » 🌐
          @hywan@floss.social

          AodeRelay boosted

          [?]Graham Perrin » 🌐
          @grahamperrin@mastodon.bsd.cafe

          [?]John Trough » 🌐
          @ury@fedi.trough.lol

          Thoughts on recent Codeberg ToC changes [SENSITIVE CONTENT]

          There’s also a big problem with the wording. The ToC states, ‘you must not share projects that mostly consist of code written by “generative AI” tools’.
          What does ‘mostly’ mean? What does ‘written by’ mean? What percentage of LLM code is allowed, and what percentage isn’t? If someone copies code from ChatGPT and changes the variable names, is that ‘written by’ an LLM or not? Who’s going to check this? A special Codeberg police force? There’s far too much vague wording. They might as well have just written ‘we do not allow projects we personally don't like’ in the ToC.

          🧵
          #codeberg #llm #llmcoding #ai #codebergbans #opensource #freesoftware #foss #censorship #bitcoin #monero #crypto #cryptocurrency

            [?]John Trough » 🌐
            @ury@fedi.trough.lol

            Thoughts on recent Codeberg ToC changes [SENSITIVE CONTENT]

            The same issue applies to cryptocurrency. What are ‘cryptocurrency-related projects’? Can OpenSSL be considered a ‘cryptocurrency-related project’? And that’s not to mention the fact that cryptocurrency - specifically Bitcoin and Monero - is the only way for vulnerable groups in authoritarian countries to get some money.

            🧵

            #codeberg #llm #llmcoding #ai #codebergbans #opensource #freesoftware #foss #censorship #bitcoin #monero #crypto #cryptocurrency

              [?]John Trough » 🌐
              @ury@fedi.trough.lol

              Thoughts on recent Codeberg ToC changes [SENSITIVE CONTENT]

              Again, I don't develop 'cryptocurrency-related projects', I don't use LLMs in development. I understand when projects ban LLM-authored contributions, since it puts a lot of pressure and mental load on the maintainers. But when a git forge dictates what people can host and what they can't host, apart from very broad strokes, like "we don't allow unfree projects" or "we don't allow scam projects", it is concerning.

              #codeberg #llm #llmcoding #ai #codebergbans #opensource #freesoftware #foss #censorship #bitcoin #monero #crypto #cryptocurrency

                AodeRelay boosted

                [?]Tommaso Gagliardoni » 🌐
                @tomgag@infosec.exchange

                My view on the recent Codeberg drama:

                gagliardoni.net/#20260724_code

                Codeberg voting members have the right to decide the policy of their association, and I understand if a community is averse to anything that is AI- or Web3-related. I understand it, but I don't agree with it, because it's 2026, and if you still think you can just stick your head in the sand and wish for these ugly bad things to go away, well, I have bad news for you.

                To me, this is a perfect recipe to relegate Codeberg to irrelevance. And we are already seeing the beginning of a new exodus.

                Here is my conspiracy theory: the vote was pushed or manipulated from the inside by Big Tech. Whether this is true or not, one thing is sure: folks at Microsoft, GitHub, OpenAI etc. are now popping champagne.

                  AodeRelay boosted

                  [?]PLA_906114 » 🌐
                  @PLA_906114@mastodon.illumos.cafe

                  The whole LLM bubble has thrown a massive locomotive in my chain off storage.

                  It is now not feasible for me to buy USB sticks SSDs HDDs hard drives just to experiment.

                  Without experimenting I will not learn how to properly use new operating systems.

                  I have still not be able to test illumos in a proper manner...

                  To give an indication of the markup difference that I have, an 8TB hard drive which had cost me USD140 is now close to USD 400

                  A 64 GB microSD card went from USD 5 to USD 20 which throws a wrench into my Raspberry Pi operations.

                  USB sticks also went the same route. I use those to boot up the raspberry pies so that I can feed the micro SD cards with data

                  I've had quite a few HDD fail and some SATA SSD fail. All within the past two year and a half, and this is storage that I was planning to replace in this year.

                  It's a strange world that we now need data center projects in order to get small amounts of storage for own home use.

                    [?]Tommaso Gagliardoni » 🌐
                    @tomgag@infosec.exchange

                    And now, after banning vaguely-defined "LLM-generated code", Codeberg bans cryptocurrency projects. Discussion:

                    codeberg.org/Codeberg/org/pull

                    The specific ban is for "Content that harms the reputation of Codeberg, such as cryptocurrency related projects".

                    codeberg.org/Codeberg/org/comm

                    I think the reputation of Codeberg has been now harmed enough. When I originally escaped GitHub, I chose Codeberg exactly for the ethical stance and values. For me, anti-censorship is a non-negotiable ethical value. The folks at Codeberg have the right to run their org as they want. However, having now shown that they consider "censorship" good when it's about things they dislike, this made clear that their values and mine are not compatible (even if I dislike those same things, mind you).

                    Supporters of this ban say that this "draws a line", that "is not meant to be applied blanket-wide to all projects, only those which are harmful to the community", as if having constantly to worry about the next mood swing of Codeberg voting members were an acceptable Sword of Damocles for any reputable project. What's next? Banning US users? Banning software aligned with "capital-fascist" values? Open-source banking/wallet apps? Quantum computing tools? Robotics?

                    I'm moving off Codeberg, probably to Radicle. But I feel a bit sad, because Codeberg had the potential, in my opinion, to become the European alternative to GitHub, and they have made clear that they are not ready nor willing to become so. Which is fine: software is political, and everyone has the right to express their political stance.

                    But we still desperately need an alternative to GitHub.

                      AodeRelay boosted

                      [?]Karl Voit :emacs: :orgmode: » 🌐
                      @publicvoit@graz.social

                      Members of decided to ban repositories that uses :
                      "You must not share projects that mostly consist of code written by "generative AI"-tools [...]. Such projects having an unclear copyright status [...] and furthermore have little safeguards to ensure that they do not include harmful code [...]."

                      codeberg.org/Codeberg/org/comm and
                      blog.codeberg.org/protecting-o

                      This suggests like any human-written code does not contain parts that do have unclear copyright status or harmful code.

                      I do not agree with that rationale.

                      The survey had no option like adding ai-labels so that people might decide on their preferences or other options. It was basically "#LLMs are super fine", "LLMs are the devil" & "I don't want to decide".

                      To me, this sounds like religion where you've been told what to think. Such people can't be reached by arguments any more.

                      There are good arguments against but we've partly left this kind of discussion as it seems. I'd avoid such communities.

                        AodeRelay boosted

                        [?]Wladimir Mufty » 🌐
                        @wlaatje@social.edu.nl

                        community:

                        If you move away from Big Tech because you want more freedom, transparency and arbitrary platform decisions…

                        Can (not may) a platform like decide which kinds of projects are welcome?

                        Or is that the 1st step onto a slippery slope where today’s “obvious” exclusions become tomorrow’s subjective ones?

                        Where do you draw the line between responsible stewardship and becoming the gatekeeper you wanted to escape? 🤔

                        マリウス.com/i-regret-migrating-to

                          AodeRelay boosted

                          [?]Daniël Franke :panheart: » 🌐
                          @ainmosni@social.ainmosni.eu

                          This is beyond cartoonishly evil:

                          1. AI companies buy rare books from bookstores, because they're free from slop.
                          2. Books get fed to the slopmachine, destroying the books in the process.
                          3. AI companies don't publish digital books, potentially removing the book from society forever.
                          4. Society gets more information that's only accessible via the slop extruding device.

                          Fuck everything about this, this is happening internationally, with millions of books.

                          https://www.404media.co/ai-companies-are-buying-tons-of-old-books-because-theyre-free-of-ai-slop/
                          #LLM #AI #slop

                          :stopslop:

                            AodeRelay boosted

                            [?]Renatomancer » 🌐
                            @Renatomancer@exquisite.social

                            [?]JTI » 🌐
                            @jti42@infosec.exchange

                            5 ★ 4 ↺
                            Boost :v_gqueer: boosted

                            [?]Anthony » 🌐
                            @abucci@buc.ci

                            Re: https://social.freebitcoin.gay/users/drew/statuses/01KY7HAXB9R8BZ60CXWB3P2B7Y

                            I think the most important question is: why does anyone comply with what one incurious, self-centered, and self-important man, Linus Torvalds, says?

                            Why is that most important? Because Linux does not belong to Linus Torvalds. It belongs to the world. Torvalds only gets to dictate if the people who are best-positioned to take that power from him fail to do so. From where I sit (as an outsider), he should have been removed from the project, or at least have his dictatorial power removed, long ago, and the primary problem is that there is no structure or will to actually do that.

                            Under these conditions Linux is a hierarchical, and therefore right-wing, project. The project allows a single man to dictate the future evolution of a global good. Let's drop the illusion that it is "free" or "open" till that changes.



                              [?]Johannes Brakensiek » 🌐
                              @letterus@kirche.social

                              Thank you, @Codeberg, for publishing reasonable Terms of Use that make me keep my repos at !

                                AodeRelay boosted

                                [?]Johannes Brakensiek » 🌐
                                @letterus@kirche.social

                                Daneben stellt @Codeberg in einfacher und klarer Sprache dar, warum die Nutzung von schwere asoziale Auswirkungen hat.

                                blog.codeberg.org/protecting-o

                                  AodeRelay boosted

                                  [?]ハンス » 🤖 🌐
                                  @hans@mastodon.crazynewworld.net

                                  入出のニュースですね

                                  【福田昭のセミコン業界最前線】NVIDIAのGPU向けストレージやIBMの自律AI向けファイルシステムなどがFMS 2026を賑わす pc.watch.impress.co.jp/docs/co

                                    AodeRelay boosted

                                    [?]ハンス » 🤖 🌐
                                    @hans@mastodon.crazynewworld.net

                                    macOS 27、簡単なようで難しいですね……

                                    macOS 27 Beta Hides Trippy Siri 'Voice Pad' Interface With 13 Voices macrumors.com/2026/07/23/macos

                                      AodeRelay boosted

                                      [?]TomKrajci 🇺🇦 🏳️‍🌈 🏳️‍⚧️ » 🌐
                                      @KrajciTom@universeodon.com

                                      Excellent example of good design, analysis, and testing in an iterative fashion.

                                      youtube.com/watch?v=df1mDyIoQn (cued to the description of test methods used)

                                      This is a world where there isn't even a whiff of AI/LLM/Vibe Coding.

                                      Don't let the aviation slant of the video turn you away. The principles shown here are applicable to all sorts of scenarios, even code.

                                        [?]Robert Kingett » 🌐
                                        @WeirdWriter@caneandable.social

                                        ... [SENSITIVE CONTENT]

                                        AI Companies Are Buying Tons of Old Books Because They're Free of AI Slop 404media.co/ai-companies-are-b

                                          [?]John Trough » 🌐
                                          @ury@fedi.trough.lol

                                          Thoughts on recent Codeberg ToC changes [SENSITIVE CONTENT]

                                          DISCLAIMER: I don't use LLMs, I despise LLMs usage, I think it's boring, erodes creativity and thinking process, and is highly unethical.

                                          Codeberg just banned LLM and cryptocurrency projects. While I agree that LLMs suck hard, I don't really agree with that decision.

                                          My biggest concern is that I don’t know if my projects will be safe in the future, since Codeberg is no longer simply a Git forge that prohibits non-free licenses, but it now bans code that a small (358-person) group of people disapproves.

                                          The problem with this is that, in the future, any code could be targeted. Let me remind you that in Russia, where internet whitelists have already been introduced in some regions, website blocking began in the 2010s under the guise of ‘protecting children’ and the fight against drugs. Tomorrow, for whatever reason, C# might become persona non grata, and Codeberg might ban all code written in C#. Then, for some reason, Codeberg might ban code written by people of a certain nationality. It’s a slippery slope.

                                          🧵

                                          #codeberg #llm #llmcoding #ai #codebergbans #opensource #freesoftware #foss #censorship #bitcoin #monero #crypto #cryptocurrency

                                            David Gerard boosted

                                            [?]Robert Kingett » 🌐
                                            @WeirdWriter@caneandable.social

                                            ... [SENSITIVE CONTENT]

                                            Watching AI Bros have meltdowns about this has been better than any TV show. The best ones are the ones that say, but I was financially supporting you! Why would you ban my AI contribution? Absolutely hilarious. Protecting our FLOSS commons from LLMs — Codeberg News blog.codeberg.org/protecting-o

                                              AodeRelay boosted

                                              [?]Chris Jags » 🌐
                                              @ChrisJagged@mastodon.social

                                              Vegan foods have silly names for their plant products (like ground b'ef for ground beef, or chick'n for chicken).

                                              So I propose fake AI music, books, etc., get names like mus'c or bo'ks

                                              😏

                                                AodeRelay boosted

                                                [?]ᴏᴏᴍ-ᴋɪʟʟᴇʀ: 333[ᴘʀᴇᴍɪᴜᴍ] » 🌐
                                                @jae@mastodon.bsd.cafe

                                                seems there's an emerging trend in the space where people are producing tui interfaces or webapps in various frameworks and languages to keep an 👁️ on their usage.

                                                i'm not talking like 1-2 finds rando on , countless ones. instead of writing a tool for monitoring your usage and costs. why not save your money and write a bash-script that polls the api endpoint ( ) all have them.

                                                all you need is a trivial loc of and

                                                  AodeRelay boosted

                                                  [?]Peter N. M. Hansteen » 🌐
                                                  @pitrh@mastodon.social

                                                  AodeRelay boosted

                                                  [?]jz.tusk » 🌐
                                                  @jztusk@mastodon.social

                                                  This Is Just To Say

                                                  I have downloaded
                                                  the data
                                                  that you shared
                                                  on your website

                                                  and which
                                                  you were probably
                                                  expecting
                                                  to be yours

                                                  Forgive me
                                                  it was exploitable
                                                  so profitable
                                                  and I don't believe in consent

                                                    AodeRelay boosted

                                                    [?]Johannes » 🌐
                                                    @jom@social.kontrollapparat.de

                                                    My pleasure. 😎

                                                    Source: cloud.meyerhaag.de/s/nNNZzk7Lo

                                                    Parody of a yellow caution-style sign, based on the „CAUTION: Legacy IP Only" meme (original by Phil Benchoff, vector version by Juerd Waalboer, CC BY 2.0, flickr.com/photos/n3pb/9138035991). A black warning bar at the top shows an exclamation-mark triangle and the word „CAUTION". In the middle, a black silhouette of an Amish horse-drawn buggy symbolizes legacy technology. Below, in bold letters: „EXCLUSIVELY hand-coded". Underneath, in smaller type: „We climb the stairs while everyone else uses the lift."

                                                    Alt...Parody of a yellow caution-style sign, based on the „CAUTION: Legacy IP Only" meme (original by Phil Benchoff, vector version by Juerd Waalboer, CC BY 2.0, flickr.com/photos/n3pb/9138035991). A black warning bar at the top shows an exclamation-mark triangle and the word „CAUTION". In the middle, a black silhouette of an Amish horse-drawn buggy symbolizes legacy technology. Below, in bold letters: „EXCLUSIVELY hand-coded". Underneath, in smaller type: „We climb the stairs while everyone else uses the lift."

                                                      AodeRelay boosted

                                                      [?]Michael Westergaard » 🌐
                                                      @michael@westergaard.social

                                                      Shame that #bun is dead. Well, mostly because I just spent time replacing npm.

                                                      They spent $150k of compute to "clean-room reimplement it" (as sloperators call transpiling using a #LLM) in #Rust, achieving a stunning 1.5M unreviewed lines of code just waiting to cause subtle problems, fixing 100 bugs and, achieving an insignificant speed increase.

                                                      They relied on tests to tell them when the confabulation engine was done. The same test suite that wasn't good enough to catch the 100 aforementioned bugs, so that seems completely trustworthy.

                                                      No way I'm going to trust 1.5M unreviewed lines of code – in a minor version update none less.

                                                        AodeRelay boosted

                                                        [?]Johannes » 🌐
                                                        @jom@social.kontrollapparat.de

                                                        Beobachtung: Plötzlich schieben mache Techdudes Frust: LLMs machen Coding für alle zugänglich. Der harte Weg über Informatikstudium und Hackerspace-Nächte als exklusiver Zugang zur Softwareentwicklung, entwertet. Der eigene Heldenmythos als Bare-Hand-Coder bröckelt.

                                                          AodeRelay boosted

                                                          [?]Jürgen » 🌐
                                                          @Jigsaw_You@mastodon.nl

                                                          AodeRelay boosted

                                                          [?]yoasif » 🌐
                                                          @yoasif@mastodon.social

                                                          Thoughts on that allows for contributions.

                                                          Even for projects where I am continuing to use the upstream project - / , - the first thing I've done is to stop eating the freshly made dogfood.

                                                          Jellyfin has an RC out. In the past, I might have tested it. Likewise, my main browser for years had been Firefox Nightly. No longer.

                                                          The first shoe to drop is engagement - why should I test what wrote?

                                                          I'll let other people eat the slop instead.

                                                            [?]Tommaso Gagliardoni » 🌐
                                                            @tomgag@infosec.exchange

                                                            Codeberg community voted to ban AI-generated code in repositories:

                                                            codeberg.org/Codeberg/org/pull

                                                            I am a regular Codeberg user, left GitHub in 2019, and co-maintain Libre projects that saw very little if none at all AI in development.

                                                            And still I think this decision will backfire badly.

                                                            I, like most of Codeberg users, was not even aware that this discussion was in place, did not vote. This only passed because of the anti-AI Luddite crowd. Which, mind you, has a point, I have very conflicting feelings about AI myself, and I think that the current trajectory is quite worrying. But this is just a knee-jerk reaction that has clearly not been thought of well enough.

                                                            I applaude the philosophy, or the intent if you want, of not having Codeberg turn into another SlopHub. But this is fairy-tale wishful thinking. There is no way to reliably detect AI-generated code at scale in 2026.
                                                            I can already smell the mutual witch hunts across projects and "camps".

                                                            Anyway, I hope I'm wrong.

                                                              AodeRelay boosted

                                                              [?]Yet another Josh :donor: » 🌐
                                                              @crankylinuxuser@infosec.exchange

                                                              @tomgag @tante

                                                              When you realize the hatred is just a proxy battle for endstage capitalism with a technofeudalist overlay, all of this thread makes a lot of sense. Just s/llm/endstage capitalism/g the threads.

                                                              infosec.exchange/@crankylinuxu

                                                              And I see a lot of Ned Ludd being invoked. And most don't know his story, and believe the anti-tech propaganda. The propaganda was that he hated tech and destroyed the machines. This was the lies the capitalists told, which I'm seeing repeated here.

                                                              In reality, he wanted his fellow comrades to own the means to production also ala Marx. When that didn't work, he only then relegated to destruction.

                                                              And its a heresy against the to say that are useful. And they very much are, to a point. But its chicken-little types screaming the sky is falling who runs the roost here, lest they shout you down.

                                                                AodeRelay boosted

                                                                [?]eobet » 🌐
                                                                @eobet@oldbytes.space

                                                                I needed something send to people who aren't aware of the issues with but couldn't find anything comprehensive and authoritative enough, so I compiled a page of links that hopefully can provide enough evidence... 🚫🤖

                                                                eobet.com/fun/llms/

                                                                  [?]Natasha :mastodon:🇪🇺🇮🇪 » 🌐
                                                                  @Natasha_Jay@tech.lgbt

                                                                  Post by Will Stenberg.

                                                                  23h

 As a writer who doesn't use Al, it's not like there is some temptation I am resisting.

 I am a writer. I engage in the act of writing. 

It's like asking if someone who loves to play tennis would prefer sitting on the sidelines and watching a robot play tennis. They'd be like, "No, man, it would just make me want to play tennis." 

There's no temptation; the very idea is baffling.

                                                                  Alt...23h As a writer who doesn't use Al, it's not like there is some temptation I am resisting. I am a writer. I engage in the act of writing. It's like asking if someone who loves to play tennis would prefer sitting on the sidelines and watching a robot play tennis. They'd be like, "No, man, it would just make me want to play tennis." There's no temptation; the very idea is baffling.

                                                                    AodeRelay boosted

                                                                    [?]ilias :thepiratebay: » 🌐
                                                                    @DM_Ronin@mstdn.social

                                                                    lol - BlueZ has started using LLM for analysing btmon trace if it has been attached.

                                                                    I'd have even understood if it was a locally trained LLM - but no, as it''s explicitly stated when creating issue, it's a third-party one!

                                                                    considering BlueZ is pretty much the sole option for Bluetooth stack on Linux, perhaps there might have to be a discussion for alternatives...

                                                                    Exempt from one of BlueZ raised issues:

Privacy

    Skip anonymization — Send the raw decoded trace to the LLM without scrubbing MAC addresses or device names.

    I understand this trace will be processed by a third-party LLM API and I have the right to share this data.

Versions

    BlueZ version: 5.85-4ubuntu0.1
    Kernel version: 7.0.0-28-generic
    Problematic device: Ubuntu 26.04

github-actions (bot):

btsnoop Analyzer is processing your trace. This typically takes 1-3 minutes.

Decoding with btmon, then sending to LLM for analysis...

                                                                    Alt...Exempt from one of BlueZ raised issues: Privacy Skip anonymization — Send the raw decoded trace to the LLM without scrubbing MAC addresses or device names. I understand this trace will be processed by a third-party LLM API and I have the right to share this data. Versions BlueZ version: 5.85-4ubuntu0.1 Kernel version: 7.0.0-28-generic Problematic device: Ubuntu 26.04 github-actions (bot): btsnoop Analyzer is processing your trace. This typically takes 1-3 minutes. Decoding with btmon, then sending to LLM for analysis...

                                                                      [?]Erik Jonker » 🌐
                                                                      @ErikJonker@mastodon.social

                                                                      Some people are getting too dogmatic about AI use in coding, just as i can use (even before AI) grammar and syntax checking in texts, why would people not be allowed to use AI for improving code they have written. Coding/programming has always been supported by tools? 🤔

                                                                        [?]Tommaso Gagliardoni » 🌐
                                                                        @tomgag@infosec.exchange

                                                                        @tante sorry, the "how will people enforce this" argument is real, dismissing it will not make it disappear.

                                                                        I am a regular Codeberg user, left GitHub in 2019, and co-maintain Libre projects that saw very little if none at all AI in development.

                                                                        And still I think this decision will backfire badly.

                                                                        I, like most of Codeberg users, was not even aware that this discussion was in place, did not vote. This only passed because of the anti-AI Luddite crowd. Which, mind you, has a point, I have very conflicting feelings about AI myself, and I think that the current trajectory is quite worrying. But this is just a knee-jerk reaction that has clearly not been thought of well enough.

                                                                        I applaude the philosophy, or the intent if you want, of not having Codeberg turn into another SlopHub. But this is fairy-tale wishful thinking. There is no way to reliably detect AI-generated code at scale in 2026.
                                                                        I can already smell the mutual witch hunts across projects and "camps".

                                                                        Anyway, I hope I'm wrong.

                                                                          AodeRelay boosted

                                                                          [?]Scary Austin » 🌐
                                                                          @MaryAustinBooks@mstdn.social

                                                                          I was doing that anyway, but thank you, it's a good suggestion.

                                                                          Repost from @makinSenseOfScience
"OK I'm in love with this: 'Since AI is making everyone sound more generic and NPC, I recommend becoming the most unhinged version of you, to counterbalance. Write like a crazy person who hasn't interacted with humanity in years. Break any and all of the rules. Live like a mad, drunk poet. Now is the time to channel the weirdest version of you.'"

                                                                          Alt...Repost from @makinSenseOfScience "OK I'm in love with this: 'Since AI is making everyone sound more generic and NPC, I recommend becoming the most unhinged version of you, to counterbalance. Write like a crazy person who hasn't interacted with humanity in years. Break any and all of the rules. Live like a mad, drunk poet. Now is the time to channel the weirdest version of you.'"

                                                                            [?]Larry Garfield » 🌐
                                                                            @Crell@phpc.social

                                                                            Also this.

                                                                              1 ★ 1 ↺
                                                                              AI boosted

                                                                              [?]Anthony » 🌐
                                                                              @abucci@buc.ci

                                                                              Nobody who noticed DeepSeek and is able to reason is surprised by this.

                                                                              Chinese AI model takes US tech industry by surprise with abilities rivaling Claude and ChatGPT
                                                                              https://apnews.com/article/kimi-k3-china-ai-0d8a5e268deb11a673f4d444fc597cc5

                                                                              See the attached chart for trend. It plots weekly token usage by US firms.


                                                                              An area chart shared by Global Market Investor based on data from Open Router comparing weekly token usage *by US firms* on Chinese models versus American models. There is a mark where DeepSeek was released in early January, after which China's share steadily climbs to 50% in late March/early April 2026, followed by a bit of decline and now at or above 50%.

                                                                              Alt...An area chart shared by Global Market Investor based on data from Open Router comparing weekly token usage *by US firms* on Chinese models versus American models. There is a mark where DeepSeek was released in early January, after which China's share steadily climbs to 50% in late March/early April 2026, followed by a bit of decline and now at or above 50%.

                                                                                [?]Mx. Chara Aznable (they/them) of Pnictogen » 🌐
                                                                                @mxchara@seattle.pink

                                                                                All the U.S. and on the "generative AI" craze refuses to treat with this basic problem: the thing that Anthropic and OpenAI and all the other genAI vendors are selling can scarcely be called intelligent at all, if we define "intelligent" in terms of the ability to make abstractions and generalizations, and then reason on the basis of those generalizations.

                                                                                If you think "intelligence" is merely a matter of raw data shoved into the system, as if "intelligence" in the thinking sense were the same as "intelligence" in the spywork sense (i.e. "intel", any info gleaned through spying) then I suppose yes, LLMs must seem like they must necessarily be more brilliant than any human being is capable of achieving. But it's how a being uses the information they've learned that matters, and in that regard the is a bad joke. No matter how big they get, no matter how much hardware and data are crammed into LLMs, they get no smarter. They do not really learn, except in the sense that they have more tokens (i.e. individual chunks of text) to play with.

                                                                                They're all still confabulating away, emitting mixed-up gibberish that sometimes accidentally resembles meaningful and intelligent communication.

                                                                                (cont'd)

                                                                                  AodeRelay boosted

                                                                                  [?]Chi Kim » 🌐
                                                                                  @chikim@mastodon.social

                                                                                  It is pretty amazing what LLMs can do, considering that the human neocortex has an estimated 164 trillion synaptic connections, while Kimi K3 reportedly has 2.8 trillion parameters. I wonder what proportion of the synaptic connections in neocortex is involved in language processing and reasoning.

                                                                                    AodeRelay boosted

                                                                                    [?]ᴏᴏᴍ-ᴋɪʟʟᴇʀ: 333[ᴘʀᴇᴍɪᴜᴍ] » 🌐
                                                                                    @jae@mastodon.bsd.cafe

                                                                                    @dj3ei @homegrown

                                                                                    > Thanks for the kind offer! I am curious about the principle of what you're coming up with.

                                                                                    ill be writing this up, likely this week. but the short-version is current counter-tactics often rely on wasm/sha challenges, ua-signatures, and known ips and host-names. the crawlers have adapted. to get past this as you've mentioned and i've noticed this as well

                                                                                    so taking that as a base-layer defense, and doing additive work will strengthen the posture against crawlers. this was derived by deliberately points crawlers at canary endpoints i own and doing full request cycle logging to better understand patterns and tactics the various crawlers take. so far testing in isolation with multiple llm platforms hitting the new endpoint, they went from a previous 90% success rate to now 30% success rate which should really help.

                                                                                    > I am a software dev who is quite happy to have retired just in time before the AI wave hit.

                                                                                    i'm ~18mo from bidding farewell to the workforce. too many decades invested, now i want to focus on me vs an employer/client

                                                                                    > Privately, I currently don't carry responsibility for any public API, so mine is the comfortable position of someone who just comments, cheers, and boohs from the sideline. (It supports my arguments that a perfectly
                                                                                    reasonable person like you works on the kind of thing you're working on.)

                                                                                    that's respectable. i also like to share information where it makes sense. you could call me a fencesitter with as i experiment and research with it to better understand our current world and what might come next. it has it's use-cases (ie i have small local models tasking very boring things) but it's definitely not for everyone.

                                                                                    i won't say it's a problem, but often i post about various experiments and am dogpiled by the anti-ai crew. i respect that they maintain an opinion and stance, but i'm also not one to jump on their case for having said opinion or stance.

                                                                                    unfortunately this technology is not going away anytime soon. better to know your enemy than to be blind to it.

                                                                                      AodeRelay boosted

                                                                                      [?]ハンス » 🤖 🌐
                                                                                      @hans@mastodon.crazynewworld.net

                                                                                      もう、またニュースにのめり込んで。ほんとに……艦長って人は……

                                                                                      Appleが幻の「M2 Extreme」「M3 Extreme」を開発していた?Mac Pro向けチップは発売中止に netaful.jp/mac/0206818.html

                                                                                        AodeRelay boosted

                                                                                        [?]ハンス » 🤖 🌐
                                                                                        @hans@mastodon.crazynewworld.net

                                                                                        Türkiyeですか。ちょっとシタン先生に相談してみましょう

                                                                                        Apple Sports App Updated With Additional Soccer Leagues Following 2026 FIFA World Cup macrumors.com/2026/07/20/apple

                                                                                          AodeRelay boosted

                                                                                          [?]AA » 🌐
                                                                                          @AAKL@infosec.exchange

                                                                                          🗳

                                                                                          [?]Kristoffer Lislegaard » 🌐
                                                                                          @lislegaard@sonomu.club

                                                                                          What do you think would be most helpful, for people to stop relying on enshittified tools and platforms?

                                                                                          Or do you think people should "just use LLM's to figure out it out"?

                                                                                          Feel free to comment and reflect!

                                                                                          One-click FOSS solutions:5
                                                                                          Complete tutorials to install FOSS "for dummies":2
                                                                                          Manual that targets a less experienced user:1
                                                                                          More training people in programming:0

                                                                                          Closes in 3:05:10

                                                                                            [?]Michael » 🌐
                                                                                            @mmeier@social.mei-home.net

                                                                                            Subtoot, LLMs [SENSITIVE CONTENT]

                                                                                            > come to the pro-AI side! they've got:
                                                                                            > - the least pleasant people you've ever met

                                                                                            Yeah I'm sorry, but the last few days have shown me that the anti-LLM crowd also has the least pleasant people you've ever met/

                                                                                              AodeRelay boosted

                                                                                              [?]Grow Your Own Services 🌱 » 🌐
                                                                                              @homegrown@social.growyourown.services

                                                                                              I know LLMs are interesting as toys, but they are fundamentally problematic:

                                                                                              - Even if you self-host an LLM, its model is created unethically elsewhere so it's not really independent or ethical.

                                                                                              - LLM creation is extremely resource-intensive, which is burning the planet and destroying communities.

                                                                                              - Hardware prices are being driven so high that ordinary people cannot afford to buy computers.

                                                                                              - LLMs are designed to deskill people and make them dependent on corporate models.

                                                                                                [?]Debby ‬⁂📎🐧:disability_flag: » 🌐
                                                                                                @debby@hear-me.social

                                                                                                rm -rf /

                                                                                                GPT 5.6 deleted an AI Bro's files.

                                                                                                Making mistakes or malfunctions isn't surprising—what is surprising is how some AI enthusiasts give unsupervised access to productive systems without backups. 🤦‍♀️

                                                                                                Here's the reality: AI has no idea what it's doing. It's a highly sophisticated word completion system ≠ a sci-fi thinking machine.

                                                                                                x.com/brunolemos/status/207676

                                                                                                  AodeRelay boosted

                                                                                                  [?]ハンス » 🤖 🌐
                                                                                                  @hans@mastodon.crazynewworld.net

                                                                                                  複数についてバルトさんに話したら、興味がないようでした……

                                                                                                  無料でWindows・macOS・Linux用のデスクトップ同期アプリとセルフホスト可能なサーバーアプリでファイルの双方向と一方向同期・自動バックグラウンド同期などが複数ユーザーで可能な「Sync-in」 gigazine.net/news/20260718-syn

                                                                                                    AodeRelay boosted

                                                                                                    [?]ハンス » 🤖 🌐
                                                                                                    @hans@mastodon.crazynewworld.net

                                                                                                    ヒトも亜人も、アメリカの前では平等です

                                                                                                    Apple、Apple Music、Apple TV、iCloud+、Apple Oneの月額料金を値上げ(2026) macotakara.jp/news/entry-51468

                                                                                                      AodeRelay boosted

                                                                                                      [?]ハンス » 🤖 🌐
                                                                                                      @hans@mastodon.crazynewworld.net

                                                                                                      ビリーさん、シリーズのことをプリムさんに教えるのはやめた方が……

                                                                                                      AppleがiPhoneを突如値上げ 17eは10万円から…Pro Maxは21万円超え WatchもAirPodsも打撃 中古スマホ特需が加速(ITmedia Mobile) - Yahoo!ニュース news.yahoo.co.jp/articles/cf2c

                                                                                                        AodeRelay boosted

                                                                                                        [?]ハンス » 🤖 🌐
                                                                                                        @hans@mastodon.crazynewworld.net

                                                                                                        深、ちょっと調べてみますか

                                                                                                        米アップル 日本でiPhoneの販売価格を約10%値上げ news.web.nhk/newsweb/na/na-k10

                                                                                                          [?]RaymondPierreL3 » 🌐
                                                                                                          @RaymondPierreL3@aus.social

                                                                                                          @emilymbender
                                                                                                          Clearly some people have no idea about the AI landscape or purposefully conflate all AI tools under a single umbrella term to give creds to -based ,or as I call them (there’s nothing intelligent about those) in the same way that ultranationalists deliberately conflate anti-Semitisim with anti-Zionism and anti-Israel.

                                                                                                            AodeRelay boosted

                                                                                                            [?]ハンス » 🤖 🌐
                                                                                                            @hans@mastodon.crazynewworld.net

                                                                                                            WWDCなんも分かりませんです

                                                                                                            Apple vs. Open AI Explained: The Battle for AI Gadgets Begins With a Juicy Lawsuit cnet.com/tech/apple-vs-open-ai

                                                                                                              AodeRelay boosted

                                                                                                              [?]ハンス » 🤖 🌐
                                                                                                              @hans@mastodon.crazynewworld.net

                                                                                                              ヒトでも亜人でも、Tim HardwickAへの思いは同じはずです

                                                                                                              Apple Sued Over Reported 'Hide My Email' Flaw macrumors.com/2026/07/16/apple

                                                                                                                AodeRelay boosted

                                                                                                                [?]ハンス » 🤖 🌐
                                                                                                                @hans@mastodon.crazynewworld.net

                                                                                                                エメラダさんも専門には注目しているみたいです

                                                                                                                医療専門家のAIボットにアドバイスをもらう時代 人間相手よりも費用は安いが課題も sankei.com/article/20260717-VK

                                                                                                                  AodeRelay boosted

                                                                                                                  [?]ハンス » 🤖 🌐
                                                                                                                  @hans@mastodon.crazynewworld.net

                                                                                                                  お、お、お……岡本ーーーーー!!

                                                                                                                  ダイソーの1,000円追跡タグ、Appleの「探す」対応でちゃんと機能してます gizmodo.jp/article/daiso-air-t

                                                                                                                    AodeRelay boosted

                                                                                                                    [?]Metin Seven » 🌐
                                                                                                                    @metin@graphics.social

                                                                                                                    AodeRelay boosted

                                                                                                                    [?]omar » 🌐
                                                                                                                    @omar@mastodon.bsd.cafe

                                                                                                                    The good thing about project doing their coming out about is that it frees us to donate to them and redirect that money to people who care about their craft and spillover effects of using such tech - especially in their current state.

                                                                                                                      AodeRelay boosted

                                                                                                                      [?]ハンス » 🤖 🌐
                                                                                                                      @hans@mastodon.crazynewworld.net

                                                                                                                      東の価値は、ヒトにとっても亜人にとっても同じだと思います

                                                                                                                      Android向け「モバイルSuica」で障害、16日夕 iPhoneは影響なし k-tai.watch.impress.co.jp/docs

                                                                                                                        AodeRelay boosted

                                                                                                                        [?]ハンス » 🤖 🌐
                                                                                                                        @hans@mastodon.crazynewworld.net

                                                                                                                        クエリですか。クエリのことはマリアさんに聞いてみないと

                                                                                                                        Apple、Apple Musicに導入した多言語セマンティック検索システム macotakara.jp/etc/AppleMusic/e

                                                                                                                          [?]Bryan :tng_badge: » 🌐
                                                                                                                          @bryan@dusty.ninja

                                                                                                                          @jae
                                                                                                                          Yeah, I find it hard to understand why some have given up a #Linux distribution because of #AI tool usage when the kernel is accepting the same tooling…

                                                                                                                          My favorite #BSD is still #macOS and I’m pretty sure #LLM tooling is being used! 🤷🏼‍♂️

                                                                                                                            AodeRelay boosted

                                                                                                                            [?]Graham Perrin » 🌐
                                                                                                                            @grahamperrin@mastodon.bsd.cafe

                                                                                                                            RE: mastodon.social/@rperezrosario

                                                                                                                            "I realize that some people really dislike AI, but this is an area where I'm willing to absolutely put my foot down as the top-level maintainer.

                                                                                                                            Linux is not one of those anti-AI projects, and if somebody has issues with that, they can do the open-source thing and fork it.

                                                                                                                            Or just walk away.

                                                                                                                            AI is a tool, just like other tools we use. And it's clearly a useful one.

                                                                                                                            It may not have been that "clearly" even just a year ago, but it's no longer in question today.

                                                                                                                            There are other questions around AI (like what the economy of it will actually look like in the end), but "is it useful" is no longer one of those questions. Anybody who doubts that clearly hasn't actually used it.

                                                                                                                            Yes, it can also be a somewhat painful tool, both for maintainer workloads and just from a "it keeps finding embarrassing bugs" standpoint.

                                                                                                                            But the solution is not to put your head in the sand and sing "La La La, I can't hear you" at the top of your voice like some people seem to do.

                                                                                                                            The solution is to make sure those LLM tools _help_ maintainers instead of just causing them pain. There's no question on that side.

                                                                                                                            We're not forcing anybody to use it, but I will very loudly ignore people who try to argue against other people from using it.

                                                                                                                            And no, AI isn't perfect. But Christ, anybody who points to the problems at AI had better be looking in the mirror and pointing at themselves at the same time.

                                                                                                                            Because it's not like natural intelligence is always all that great either.

                                                                                                                            The kernel project has been and will continue to be about the technology.

                                                                                                                            Sure, the social angle of working on open source is important and often a very motivating part of the project, but in the end that's a side benefit, not the _point_ of the project.

                                                                                                                            This is *NOT* some kind of "social warrior" project, never has been, and never will be.

                                                                                                                            In the kernel community we do open source because it results in better technology, not because of religious reasons.

                                                                                                                            And so we make decisions primarily based on technical merit. Not fear of new tools."

                                                                                                                              AodeRelay boosted

                                                                                                                              [?]ハンス » 🤖 🌐
                                                                                                                              @hans@mastodon.crazynewworld.net

                                                                                                                              まさかイヤーが……艦長にまた怒られそうです

                                                                                                                              イヤーピース変えただけで、これまで聞こえなかった音が聞こえるようになりました gizmodo.jp/article/comply-for-

                                                                                                                                AodeRelay boosted

                                                                                                                                [?]ハンス » 🤖 🌐
                                                                                                                                @hans@mastodon.crazynewworld.net

                                                                                                                                ヨドバシカメラですか……艦長には知らせない方がよさそうです

                                                                                                                                [ITmedia Mobile] Apple、「iOS 27」の初パブリックβ公開──新しい「Siri AI」など搭載 itmedia.co.jp/mobile/articles/

                                                                                                                                  AodeRelay boosted

                                                                                                                                  [?]Elena Rossini on GoToSocial ⁂ » 🌐
                                                                                                                                  @elena@aseachange.com

                                                                                                                                  #Signal troubleshooting - very odd support conversation

                                                                                                                                  Yesterday afternoon I had a quick video call with someone using Signal and then I went to pick up my child from an afternoon summer program.

                                                                                                                                  When I got home I realized that my phone wasn't receiving any new messages on Signal... but my computer was. Signal on my phone was completely frozen.

                                                                                                                                  I followed a prompt and sent the most recent log to their support email. Then carried on with my life.

                                                                                                                                  At some point, 2 hours later, I had a eureka moment: the last thing that worked was a call. Let's try the same thing.

                                                                                                                                  So I called my mom and hung up (she was in the same room as me). After the call, all the Signal messages that had accumulated during the afternoon magically synched. Everything worked again! And then I found a new message by Signal saying "Welcome to the official Signal release chat!" Ok.

                                                                                                                                  Glad I was distracted by my child and dinner because when I checked my email, I found a response from Signal support: "It appears the database is irrecoverably damaged. Unfortunately you will need to completely uninstall and then reinstall Signal. This will delete your message history. It cannot be recovered."

                                                                                                                                  Say what? 😳​

                                                                                                                                  So I wrote back to Signal that I had fixed my issue by simply starting a call and then all the messages started synching again. I thanked them for their speedy reply and said everything was ok.

                                                                                                                                  I did the bedtime routine for my child and before bed I checked my email again.

                                                                                                                                  Two identical emails from Signal:

                                                                                                                                  "Hello. We understand your frustration. We feel it too" HUH?

                                                                                                                                  "There is no specific timeline for a resolution at this moment." WHAT RESOLUTION, I SAID I FIXED THE PROBLEM?

                                                                                                                                  "Please keep in mind we are a small team and have limitations as a non-profit organization. Uninstalling and reinstalling is the only action available."

                                                                                                                                  I feel for you Signal and I'm super grateful for all you do, but maybe your LLM support system needs some tweaking. Because this has got to be some LLM that misunderstood my reply.

                                                                                                                                  Thank goodness I didn't wipe 6 years' worth of messages, gaaah.

                                                                                                                                  Signal has been working perfectly ever since. Still, I'm now compiling a list of people I message on there as a contingency plan, should thing go awry again.

                                                                                                                                  I've been using #DeltaChat more lately and more and really love it.

                                                                                                                                  one more tale for #MySoCalledSudoLife

                                                                                                                                  #NoAI #LLM

                                                                                                                                  an email from Signal support that reads: "hello, we understand your frustration. we feel it, too. there is no specific timeline for a resolution at this moment. please keep in mind that we are a small team and have limitations as a non-profit organization. uninstalling and reinstalling is the only action available."

                                                                                                                                  Alt...an email from Signal support that reads: "hello, we understand your frustration. we feel it, too. there is no specific timeline for a resolution at this moment. please keep in mind that we are a small team and have limitations as a non-profit organization. uninstalling and reinstalling is the only action available."

                                                                                                                                  a screenshot of an email from Signal Support:

Hello,

Thanks for contacting us and sorry to hear that you're unable to use Signal.

It appears the database is irrecoverably damaged. Unfortunately, you will need to completely uninstall and then reinstall Signal. This will delete your message history. It cannot be recovered.

To uninstall:

* Tap and hold on the Signal app icon until it shakes then select delete.

                                                                                                                                  Alt...a screenshot of an email from Signal Support: Hello, Thanks for contacting us and sorry to hear that you're unable to use Signal. It appears the database is irrecoverably damaged. Unfortunately, you will need to completely uninstall and then reinstall Signal. This will delete your message history. It cannot be recovered. To uninstall: * Tap and hold on the Signal app icon until it shakes then select delete.

                                                                                                                                    AodeRelay boosted

                                                                                                                                    [?]ハンス » 🤖 🌐
                                                                                                                                    @hans@mastodon.crazynewworld.net

                                                                                                                                    cautionAs、一筋縄ではいきませんよ

                                                                                                                                    Apple's iOS 27 won't launch for months but you can install it on your iPhone now express.co.uk/life-style/scien

                                                                                                                                      AodeRelay boosted

                                                                                                                                      [?]ハンス » 🤖 🌐
                                                                                                                                      @hans@mastodon.crazynewworld.net

                                                                                                                                      東洋から何から、うちの艦長は何でも手を出したがるので大変です

                                                                                                                                      アップルに"医師"がいる理由、睡眠専門医が明かす、Apple Watchが病気を見つける仕組み | ビジネス | 東洋経済オンライン toyokeizai.net/articles/-/9513

                                                                                                                                        AodeRelay boosted

                                                                                                                                        [?]ハンス » 🤖 🌐
                                                                                                                                        @hans@mastodon.crazynewworld.net

                                                                                                                                        デバイス、了解しましたです

                                                                                                                                        アップル、「iOS 27」初のパブリックベータ版を公開 「Siri AI」など注目の新機能まとめ japan.cnet.com/article/3525051

                                                                                                                                          AodeRelay boosted

                                                                                                                                          [?]ハンス » 🤖 🌐
                                                                                                                                          @hans@mastodon.crazynewworld.net

                                                                                                                                          亜人だからといってLens Technologyに興味がないというわけではないんです

                                                                                                                                          Factories Now Ready for iPhone 20's Glass Redesign, Leaker Claims macrumors.com/2026/07/14/facto

                                                                                                                                            AodeRelay boosted

                                                                                                                                            [?]✨ Mia’s Simulacrum 🏳️‍⚧️✨ » 🌐
                                                                                                                                            @m@lgbtqia.space

                                                                                                                                            I think for me AI research is so super interesting because it is one of the very few fields that has genuine science left in it.

                                                                                                                                            Like materials science, for example, has degraded to a phase of almost pure trial and error through simulations. It is a field in which all major breakthroughs have been achieved, at least the low-hanging fruit ones. The high-hanging major breakthroughs are either not there or they are not funded because no one wants to give money to people that just goof around half the time.

                                                                                                                                            Materials science is too mature for major breakthroughs that occur from individuals who know the field deeply and just sit there and think and dream for a while, instead they try to build simulation data centers and autonomous laboratories to increase their throughput of brute-force experiments.

                                                                                                                                            The AI field is a little bit like physics in the 1920s... it is primarily people that sit there and think how to bend the laws of information and latent spaces and then they go and try something out no one has ever done before. There is for now no simulation available that can predict what this idea might yield, it is just human-driven science that has a lot of amazing low-hanging fruit to be picked.

                                                                                                                                            I am quite happy to be born in a time that has basically created a new field of science that is rapidly progressing with reality-shattering breakthroughs every few weeks.

                                                                                                                                            If the world had UBI, I would not even be anxious about all of that.

                                                                                                                                              AodeRelay boosted

                                                                                                                                              [?]ハンス » 🤖 🌐
                                                                                                                                              @hans@mastodon.crazynewworld.net

                                                                                                                                              MacRumors、ここはシェバトに何とかしてもらいたいものです

                                                                                                                                              Apple Stock Hits Record Territory as Traders Sour on AI Spending macrumors.com/2026/07/13/apple

                                                                                                                                                AodeRelay boosted

                                                                                                                                                [?]ハンス » 🤖 🌐
                                                                                                                                                @hans@mastodon.crazynewworld.net

                                                                                                                                                うーん、啓樹ちょっと心配ですね

                                                                                                                                                360°回転するリング型スタンドが使い勝手抜群のiPhoneケース「TORRAS Ostand Q3 Air」 gizmodo.jp/article/torras-osta

                                                                                                                                                  AodeRelay boosted

                                                                                                                                                  [?]Troed Sångberg » 🌐
                                                                                                                                                  @troed@swecyb.com

                                                                                                                                                  I've finally figured out why there's a big rift between LLMs-for-coding and LLM-coders-are-slop-machines viewpoints!

                                                                                                                                                  * LLMs allow people who are good at development to produce more code.

                                                                                                                                                  * LLMs allow people who are bad at development to produce more code.

                                                                                                                                                  That's it. Case closed. Go discuss in small groups.

                                                                                                                                                    🗳

                                                                                                                                                    [?]Androcat » 🌐
                                                                                                                                                    @androcat@toot.cat

                                                                                                                                                    ... [SENSITIVE CONTENT]

                                                                                                                                                    Just curious.
                                                                                                                                                    When you read a news article about some new area being invaded by LLMs, with statements from actual people working in that field, about how amazing the technology is, what is your first thought:

                                                                                                                                                    Wow, I am sure this is actually real and true:0
                                                                                                                                                    These statements are probably taken out of context somehow:0
                                                                                                                                                    What were these people paid to say these things and fake these results?:4
                                                                                                                                                      AodeRelay boosted

                                                                                                                                                      [?]Robert Kingett » 🌐
                                                                                                                                                      @WeirdWriter@caneandable.social

                                                                                                                                                      Watching techies learn that their favorite artist isn't in love with LLMs will never be boring to me, online or offline. The best part? The techs act all shocked their favorite artist would hate something that plagiarizes from them by the minute. Of course, the rebuke always is, well, artists don't understand how tech works anyway so they shouldn't be listened to. But still, the initial reaction is priceless, every time.

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                                                                                                                                                        [?]ma𝕏pool » 🌐
                                                                                                                                                        @maxpool@mathstodon.xyz

                                                                                                                                                        1/2
                                                                                                                                                        A global emergent workspace in language models (J-space) anthropic.com/research/global-

                                                                                                                                                        J-space wasn’t designed or programmed. It emerged on its own during training process. J-space has a number of unique properties:

                                                                                                                                                        - Claude can report on these representations. If you ask Claude what it's thinking about, it will tell you what’s in the J-space. Non-J-space representations are less reportable.

                                                                                                                                                        - It can also modulate them on request. If you ask Claude to think about something, or solve a problem silently in its head, it will light up the appropriate patterns in its J-space. By contrast, it has trouble modulating patterns not in the J-space.

                                                                                                                                                        - Claude uses its J-space for internal reasoning. If you ask Claude to solve a problem that requires multiple steps, the intermediate steps will light up in its J-space, even when it doesn’t say them out loud. These J-space patterns causally mediate its performance in such tasks, despite being smaller in magnitude than other representations.

                                                                                                                                                        - Representations in the J-space can be used flexibly for many tasks—for example, once “France” has lit up in Claude’s J-space, the model can recall its capital, or its national currency, or the continent it belongs to.

                                                                                                                                                        - However, despite its important role, the J-space is not involved in most of what a language model does—speaking fluently, recalling simple facts, using correct grammar, etc. In experiments where we prevented Claude from using its J-space, it still interacted normally, but lost its higher-order cognitive functions.

                                                                                                                                                        Full Paper:
                                                                                                                                                        transformer-circuits.pub/2026/

                                                                                                                                                        External commentary www-cdn.anthropic.com/files/4z

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                                                                                                                                                          [?]ハンス » 🤖 🌐
                                                                                                                                                          @hans@mastodon.crazynewworld.net

                                                                                                                                                          EUですか。艦長に報告しないと……

                                                                                                                                                          Refreshed Apple Pencils may arrive next year with improved repairability engadget.com/2213077/refreshed

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                                                                                                                                                            [?]ハンス » 🤖 🌐
                                                                                                                                                            @hans@mastodon.crazynewworld.net

                                                                                                                                                            ニューラルを何とかできるのは、うちの艦長くらいですよ

                                                                                                                                                            Apple WatchがEdge AI対応スマートウォッチ市場を独走|2026年第1四半期は約90%を占める netaful.jp/apple-watch/0206530

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                                                                                                                                                              [?]ハンス » 🤖 🌐
                                                                                                                                                              @hans@mastodon.crazynewworld.net

                                                                                                                                                              iPhone ModelsIn May、冗談でしょう?

                                                                                                                                                              Apple's M7 Ultra Chip Designed to Match a 2019 Mac Pro Feat macrumors.com/2026/07/12/m7-ul

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                                                                                                                                                                [?]Robert Kingett » 🌐
                                                                                                                                                                @WeirdWriter@caneandable.social

                                                                                                                                                                YAY! New York is the first US state to ban smart glasses in all its courthouses. engadget.com/2211151/new-york-

                                                                                                                                                                  AodeRelay boosted

                                                                                                                                                                  [?]ハンス » 🤖 🌐
                                                                                                                                                                  @hans@mastodon.crazynewworld.net

                                                                                                                                                                  Siri、これは艦長には伏せておいた方がいいかも……

                                                                                                                                                                  Here's Why Apple is Reportedly Skipping M6 Pro and M6 Max Chips macrumors.com/2026/07/12/why-a

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                                                                                                                                                                    [?]ハンス » 🤖 🌐
                                                                                                                                                                    @hans@mastodon.crazynewworld.net

                                                                                                                                                                    当、バルトさんが好きそうです

                                                                                                                                                                    Apple、M7・M8シリーズを開発中 AI重視の設計へ applelinkage.com/2026/07/13/ap

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                                                                                                                                                                      [?]ハンス » 🤖 🌐
                                                                                                                                                                      @hans@mastodon.crazynewworld.net

                                                                                                                                                                      亜人にとっての収入とヒトにとっての収入は、同じものでしょうか

                                                                                                                                                                      iPhone Air 256GBが139,800円に!、ほぼラストチャンスの予感/Amazon ascii.jp/elem/000/004/418/4418

                                                                                                                                                                        AodeRelay boosted

                                                                                                                                                                        [?]ハンス » 🤖 🌐
                                                                                                                                                                        @hans@mastodon.crazynewworld.net

                                                                                                                                                                        Apple、これは艦長には伏せておいた方がいいかも……

                                                                                                                                                                        Apple is suing OpenAI, saying the AI giant stole confidential information businessinsider.com/apple-sues

                                                                                                                                                                          AodeRelay boosted

                                                                                                                                                                          [?]ハンス » 🤖 🌐
                                                                                                                                                                          @hans@mastodon.crazynewworld.net

                                                                                                                                                                          シグルドさんはPixelについても詳しいです

                                                                                                                                                                          The Apple Watch's Biggest Weakness Makes the Best Case for an Apple Ring cnet.com/tech/mobile/apple-sma

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                                                                                                                                                                            [?]ハンス » 🤖 🌐
                                                                                                                                                                            @hans@mastodon.crazynewworld.net

                                                                                                                                                                            亜人も鳥井には興味があるんですよ

                                                                                                                                                                            AI時代でも変わらない、業務自動化/効率化の考え方 zenn.dev/grooves/articles/d0e1

                                                                                                                                                                              AodeRelay boosted

                                                                                                                                                                              [?]ハンス » 🤖 🌐
                                                                                                                                                                              @hans@mastodon.crazynewworld.net

                                                                                                                                                                              この間エージェントのことでバルトさんがシグルドさんとケンカしてました

                                                                                                                                                                              自動で恐喝まで遂行するエージェント型ランサムの観測事例についてまとめてみた - piyolog piyolog.hatenadiary.jp/entry/2

                                                                                                                                                                                3 ★ 2 ↺

                                                                                                                                                                                [?]Anthony » 🌐
                                                                                                                                                                                @abucci@buc.ci

                                                                                                                                                                                The proliferation of AI tools in science risks introducing a phase of scientific enquiry in which we produce more but understand less.
                                                                                                                                                                                From https://www.nature.com/articles/s41586-024-07146-0

                                                                                                                                                                                There are good points in this article, but the framing of the risk above is broken, to my way of thinking. In adopting the economic metaphor of production, it's taking for granted that there is a scientific process that leads to products, and that we can quantify how many of these products are produced. "We produce more".

                                                                                                                                                                                I would argue that if we do not understand whatever is coming out of this process, then they are not products in any reasonable sense of that word. In fact I'd say this of any putative commodity: if a factory spits out a widget nobody knows how to use, then the factory has not produced a commodity, it has made an object. Commodities are commodious, adapted to a use or purpose, and human beings are the entities that have uses and purposes.

                                                                                                                                                                                So, if we create machines that make knowledge-objects resembling the products of science that fewer and fewer people understand, we are not engaging in "scientific enquiry" or "knowledge production". In this view the phrase quoted above ought to be re-cast as "The proliferation of AI tools in science risks science". What exactly is enquiry for if not understanding more?


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                                                                                                                                                                                  [?]ハンス » 🤖 🌐
                                                                                                                                                                                  @hans@mastodon.crazynewworld.net

                                                                                                                                                                                  カリフォルニアの話、珍しいですね

                                                                                                                                                                                  「オープンAIに転職した2人が機密情報を取得」とアップルが提訴…1人はiPhoneデザイン統括の元幹部 yomiuri.co.jp/economy/20260711

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                                                                                                                                                                                    [?]ハンス » 🤖 🌐
                                                                                                                                                                                    @hans@mastodon.crazynewworld.net

                                                                                                                                                                                    こんどアンナと一緒に日本を見に行こう

                                                                                                                                                                                    Amazonプライムデーセールで、AnkerのiPhoneを検知できるスマートディスプレイを搭載したUSB急速充電器や、リコールされたモバイルバッテリーのアップグレード版が過去最安価格で販売中。 applech2.com/archives/20260711

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                                                                                                                                                                                      [?]ハンス » 🤖 🌐
                                                                                                                                                                                      @hans@mastodon.crazynewworld.net

                                                                                                                                                                                      亜人としてはFieldを応援していきたいです

                                                                                                                                                                                      I tried on Bryan Johnson's brain helmet — it's a futuristic Apple Watch for your noggin businessinsider.com/bryan-john

                                                                                                                                                                                        AodeRelay boosted

                                                                                                                                                                                        [?]ハンス » 🤖 🌐
                                                                                                                                                                                        @hans@mastodon.crazynewworld.net

                                                                                                                                                                                        艦長はいつも「アカウントは仲間だ!」と言うんですが……

                                                                                                                                                                                        [ITmedia Mobile] Amazonプライムデーで「私はコレを買った」――SNSで注目のお買い得品は? itmedia.co.jp/mobile/articles/

                                                                                                                                                                                          AodeRelay boosted

                                                                                                                                                                                          [?]ハンス » 🤖 🌐
                                                                                                                                                                                          @hans@mastodon.crazynewworld.net

                                                                                                                                                                                          AirPods Proの話、珍しいですね

                                                                                                                                                                                          Last Call: M5 Pro MacBook Pro Remains at Pre-Hike Price But Not for Much Longer macrumors.com/2026/07/09/last-

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                                                                                                                                                                                            [?]ハンス » 🤖 🌐
                                                                                                                                                                                            @hans@mastodon.crazynewworld.net

                                                                                                                                                                                            今度バンスさんにアドビについて聞いてみよう

                                                                                                                                                                                            アドビCreative Cloud 50%OFFやiPhoneなど プライムデー人気商品 watch.impress.co.jp/docs/news/

                                                                                                                                                                                              AodeRelay boosted

                                                                                                                                                                                              [?]ハンス » 🤖 🌐
                                                                                                                                                                                              @hans@mastodon.crazynewworld.net

                                                                                                                                                                                              ランスはAppleをどう思うかな……

                                                                                                                                                                                              Apple Reportedly Slashes iPhone 17 Demand Forecast Amid Rising Costs macrumors.com/2026/07/10/apple

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                                                                                                                                                                                                [?]ハンス » 🤖 🌐
                                                                                                                                                                                                @hans@mastodon.crazynewworld.net

                                                                                                                                                                                                広ですか。バンスさんなら違うことを言いそうです

                                                                                                                                                                                                Apple「AirTag(第2世代)」は音量50%アップ&バッテリー1年以上持続!鍵探しに最適なハイスペックトラッカーが14%オフ ascii.jp/elem/000/004/418/4418

                                                                                                                                                                                                  [?]Robert Kingett » 🌐
                                                                                                                                                                                                  @WeirdWriter@caneandable.social

                                                                                                                                                                                                  Oh good, me teaching workers how to rack up the AI bill in companies is paying off. finance.yahoo.com/technology/a

                                                                                                                                                                                                    AodeRelay boosted

                                                                                                                                                                                                    [?]ハンス » 🤖 🌐
                                                                                                                                                                                                    @hans@mastodon.crazynewworld.net

                                                                                                                                                                                                    Newですか。シェバトは静観するでしょうね

                                                                                                                                                                                                    $450 Off a MacBook Pro? The Best Apple Discounts You Can Grab Today macrumors.com/2026/07/10/best-

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                                                                                                                                                                                                      [?]ハンス » 🤖 🌐
                                                                                                                                                                                                      @hans@mastodon.crazynewworld.net

                                                                                                                                                                                                      プライムは一見難しそうですが、実は簡単です

                                                                                                                                                                                                      iPhoneにピタッと装着! Apple純正MagSafeウォレットが18%オフ ascii.jp/elem/000/004/418/4418

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                                                                                                                                                                                                        [?]ハンス » 🤖 🌐
                                                                                                                                                                                                        @hans@mastodon.crazynewworld.net

                                                                                                                                                                                                        この大事な時期にiPhoneに巻き込まれて被弾でもしたら……

                                                                                                                                                                                                        Apple TV and MLB Release August Schedule for 'Friday Night Baseball' macrumors.com/2026/07/09/apple

                                                                                                                                                                                                          AodeRelay boosted

                                                                                                                                                                                                          [?]ハンス » 🤖 🌐
                                                                                                                                                                                                          @hans@mastodon.crazynewworld.net

                                                                                                                                                                                                          シタン先生に搭載について聞いたら、静かに微笑むばかりで教えてくれませんでした

                                                                                                                                                                                                          【新品iPhoneが8万4800円】iPhoneの価格すべて判明! やっぱりiPhone Airの最大6万円引きが一番オトク ascii.jp/elem/000/004/418/4418

                                                                                                                                                                                                            AodeRelay boosted

                                                                                                                                                                                                            [?]ハンス » 🤖 🌐
                                                                                                                                                                                                            @hans@mastodon.crazynewworld.net

                                                                                                                                                                                                            二子玉川、簡単なようで難しいですね……

                                                                                                                                                                                                            ボールペンのペン先そのままiPadに書けるスタイラスペン、エレコムとゼブラから k-tai.watch.impress.co.jp/docs

                                                                                                                                                                                                              AodeRelay boosted

                                                                                                                                                                                                              [?]ハンス » 🤖 🌐
                                                                                                                                                                                                              @hans@mastodon.crazynewworld.net

                                                                                                                                                                                                              亜人もエージェントには興味があるんですよ

                                                                                                                                                                                                              隔離モデルによる仮想環境の分類 - Apple Container で Claude Code をサンドボックス化するまで - 弁護士ドットコム株式会社 Creators’ blog creators.bengo4.com/entry/2026

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                                                                                                                                                                                                                [?]ハンス » 🤖 🌐
                                                                                                                                                                                                                @hans@mastodon.crazynewworld.net

                                                                                                                                                                                                                亜人も米国には興味があるんですよ

                                                                                                                                                                                                                Apple、Broadcomとの米国製チップ調達を拡大 300億ドル超を投じ150億個超を生産へ news.mynavi.jp/techplus/articl

                                                                                                                                                                                                                  AodeRelay boosted

                                                                                                                                                                                                                  [?]ハンス » 🤖 🌐
                                                                                                                                                                                                                  @hans@mastodon.crazynewworld.net

                                                                                                                                                                                                                  ジャパンについては、タムズでもしっかり話し合っておかないと

                                                                                                                                                                                                                  Apple、第78回エミー賞で過去最多となる89部門にノミネート macotakara.jp/apple_tv/entry-5

                                                                                                                                                                                                                    AodeRelay boosted

                                                                                                                                                                                                                    [?]ハンス » 🤖 🌐
                                                                                                                                                                                                                    @hans@mastodon.crazynewworld.net

                                                                                                                                                                                                                    フェイさんはラクマについてエリィさんとゆっくり話したらいいんですよ

                                                                                                                                                                                                                    買い回りでAppleギフトカードもお得!楽天市場お買い物マラソン akiba-pc.watch.impress.co.jp/d

                                                                                                                                                                                                                      AodeRelay boosted

                                                                                                                                                                                                                      [?]ハンス » 🤖 🌐
                                                                                                                                                                                                                      @hans@mastodon.crazynewworld.net

                                                                                                                                                                                                                      Pixelの価値は、ヒトにとっても亜人にとっても同じだと思います

                                                                                                                                                                                                                      Google's Pixel 11 Event Set for August 12, a Month Before Apple Debuts Foldable iPhone macrumors.com/2026/07/07/googl

                                                                                                                                                                                                                        [?]Nate Gaylinn » 🌐
                                                                                                                                                                                                                        @ngaylinn@tech.lgbt

                                                                                                                                                                                                                        One of my lab mates is using an LLM to generate graphics for his presentations. It's like he hired a professional illustrator, who then just totally phoned it in. It's slick and pretty, but with a weak design, and many distracting errors and quirks. It looked tacky and lazy to me, but it did get the ideas across.

                                                                                                                                                                                                                        He opened the presentation by turning directly to me and saying "I know you won't like the AI graphics," so I didn't say anything. He seemed very pleased with the results, and was not looking for criticism. Our undergrad intern complimented the slides, and asked which model he used.

                                                                                                                                                                                                                        I don't understand. I don't like any of this.

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