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#token — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #token, aggregated by home.social.

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  1. Die neue Lünendonk-#Studie 2026 zum Markt für #IT-Dienstleistungen zeichnet ein Bild von IT-Verantwortlichen, die zwischen Fachbereichsanforderungen, neuen Technologien und historisch gewachsenen Systemen vermitteln müssen.

    Im Zentrum der Investitionsagenda steht mit 90% Zustimmung #Cybersecurity. Interessant ist zugleich eine zunehmende Skepsis bei #KI-Investitionen wegen hoher #Token-Kosten, was nahelegt, dass nicht jede #AI-Integration so sinnvoll ist wie angenommen:

    luenendonk.de/luenendonk-studi

  2. Die neue Lünendonk-#Studie 2026 zum Markt für #IT-Dienstleistungen zeichnet ein Bild von IT-Verantwortlichen, die zwischen Fachbereichsanforderungen, neuen Technologien und historisch gewachsenen Systemen vermitteln müssen.

    Im Zentrum der Investitionsagenda steht mit 90% Zustimmung #Cybersecurity. Interessant ist zugleich eine zunehmende Skepsis bei #KI-Investitionen wegen hoher #Token-Kosten, was nahelegt, dass nicht jede #AI-Integration so sinnvoll ist wie angenommen:

    luenendonk.de/luenendonk-studi

  3. The power of #vibecoding

    Forgot to connect Google GA after Google changed shit for the n-th time

    Needed #analytics anyway, extracted meaningful data from multiple system, database and debug logs.

    I would maybe have been able to do it by hand, like the leprechaun trap, counting individual salt crystals by hand, but with a good #token budget the machine can do it.

    All hail our new machine overlords

  4. Gerade im #ZDF #heute
    #ADESSO programmiert seine #Software jetzt mit #KI, um mehr #Output zu generieren.
    Die #Entwickler degenerieren nur noch zu Dispatchern.
    Da die Abrechnung von #Abo auf #Token umgestellt worden ist, hat man nun darauf reagiert und die TOP KI Modelle gegen"günstigere" Modelle gewechselt - was passiert mit der #Codequalität ?

  5. @2ndStar

    #KIRevolution

    Das sehe ich auch so.
    Der optimale Zeitpunkt für eine #Token-Preismaximierung ist gekommen, wenn die meisten Firmen ihre Prozesse auf #KI umgestellt haben, die entsprechenden Sachbearbeiter entlassen worden und die Firmen somit *abhängig* geworden sind...

    @beandev

  6. @2ndStar

    #KIRevolution

    Das sehe ich auch so.
    Der optimale Zeitpunkt für eine #Token-Preismaximierung ist gekommen, wenn die meisten Firmen ihre Prozesse auf #KI umgestellt haben, die entsprechenden Sachbearbeiter entlassen worden und die Firmen somit *abhängig* geworden sind...

    @beandev

  7. 🔍 So, the "Cursor" #team decided to play #hide-and-seek with #cost #info, replacing it with "token amounts" that are about as useful as a screen door on a submarine. 🤦‍♂️ James is left wondering if it's just him, or if everyone else is also stuck in this new game of 'Where's Wallet-o?'. 🙃
    forum.cursor.com/t/usage-page- #Cursor #token #amounts #Wallet-o #HackerNews #ngated

  8. 🔍 So, the "Cursor" #team decided to play #hide-and-seek with #cost #info, replacing it with "token amounts" that are about as useful as a screen door on a submarine. 🤦‍♂️ James is left wondering if it's just him, or if everyone else is also stuck in this new game of 'Where's Wallet-o?'. 🙃
    forum.cursor.com/t/usage-page- #Cursor #token #amounts #Wallet-o #HackerNews #ngated

  9. Ok since I was a day behind yesterday, let's stick with that - here's a #TokenTuesday piece! (whatever day it happens to be for you).

    TV Game Use, looks like: en.numista.com/534571 this one has 44 counterstamped on it. I had made a note to myself:

    From Numista thread: en.numista.com/forum/topic9725 China game token.

    代用币:Token Before year 2000,play video games through the TV screen, so it's also called TV Game. - that thread has a couple of other variants.

    Does anyone have any more info on these please?

    #Numismatics #Token #Arcade #VideoGames #Retro #WhatIsIt #WhatIsItWednesday @numismatics

  10. Ok since I was a day behind yesterday, let's stick with that - here's a #TokenTuesday piece! (whatever day it happens to be for you).

    TV Game Use, looks like: en.numista.com/534571 this one has 44 counterstamped on it. I had made a note to myself:

    From Numista thread: en.numista.com/forum/topic9725 China game token.

    代用币:Token Before year 2000,play video games through the TV screen, so it's also called TV Game. - that thread has a couple of other variants.

    Does anyone have any more info on these please?

    #Numismatics #Token #Arcade #VideoGames #Retro #WhatIsIt #WhatIsItWednesday @numismatics

  11. "Ce rapport mondial de Mozilla va pousser les directions informatiques à saborder leur stratégie d’IA louée au token"

    #IntelligenceArtificielle #IA #Token #Mozilla #OpenSource ... L'Humain couera moins cher !

    goodtech.info/rapport-mozilla-

  12. For a few weeks now, a tool has been running in my projects that is invisible in daily use. tokensave has saved me over 12 million tokens so far. It's an MCP server that gives Claude Code a local code graph to query, instead of letting the model read whole files and search through the repository as plain text.

    Here's what it does, how it works under the hood, what a reproducible benchmark says about it - and where its limits are: tobiasreithmeier.de/en/blog/to

    #claude #ai #coding #token

  13. For a few weeks now, a tool has been running in my projects that is invisible in daily use. tokensave has saved me over 12 million tokens so far. It's an MCP server that gives Claude Code a local code graph to query, instead of letting the model read whole files and search through the repository as plain text.

    Here's what it does, how it works under the hood, what a reproducible benchmark says about it - and where its limits are: tobiasreithmeier.de/en/blog/to

    #claude #ai #coding #token

  14. “Now that organisations have been weaned off earlier 'all you can eat' #subscription plans and onto 'pay-as-you-go' metered #token consumption, they're all in various stages of sticker shock.

    Several talks at the conference discussed managing token costs, such as AJ Fisher's exploration of 'diffusion' models. Analogous to the diffusers used to generate images, they generate text at lighting speed, making them cheaper to operate while also being less accurate than the pricey and slower “autoregressive” #FrontierModels.

    Fisher's solution? Use a low-quality model and make it iterate on a problem (that new classic, the #RalphWiggumLoop) until it gets a satisfactory solution. This approach delivers the same result as a full-fat model, for anywhere from one half to one tenth the spend. #Google released its #DiffusionGemma model, which produces text at prodigious speed, just days after Fisher's talk, giving everyone the ability to try this approach.” — #MarkPesce

    #AI / #ArtificialIntelligence / #developers / #software / #RalphWiggens / #Simpsons <theregister.com/columnists/202>

  15. “Now that organisations have been weaned off earlier 'all you can eat' #subscription plans and onto 'pay-as-you-go' metered #token consumption, they're all in various stages of sticker shock.

    Several talks at the conference discussed managing token costs, such as AJ Fisher's exploration of 'diffusion' models. Analogous to the diffusers used to generate images, they generate text at lighting speed, making them cheaper to operate while also being less accurate than the pricey and slower “autoregressive” #FrontierModels.

    Fisher's solution? Use a low-quality model and make it iterate on a problem (that new classic, the #RalphWiggumLoop) until it gets a satisfactory solution. This approach delivers the same result as a full-fat model, for anywhere from one half to one tenth the spend. #Google released its #DiffusionGemma model, which produces text at prodigious speed, just days after Fisher's talk, giving everyone the ability to try this approach.” — #MarkPesce

    #AI / #ArtificialIntelligence / #developers / #software / #RalphWiggens / #Simpsons <theregister.com/columnists/202>

  16. Die neue RealUnit App ermöglicht den direkten Handel und die Selbstverwahrung von Aktientoken auf der Ethereum-Blockchain, ganz ohne Bank, Broker oder Verwahrstelle. Dank Schweizer DLT-Gesetz hält der Nutzer echte Aktien als Token – kein Anspruch, sondern Besitz per Smart Contract.
    #Aktuell #Produkte #App #DeFi #Token #Audio
    it-finanzmagazin.de/realuni...
    it-finanzmagazin.de/realunit-a

  17. I turned up today somewhere that I have a membership card for and sorted among the several cards in my wallet to find the right one.
    And I thought, not for the first time, that if there was a card onto which could be loaded arbitrary tokens by arbitrary organisations, such that I could be admitted to each of those on presentation of that card _and nothing else_, I would mind much less that it was a mandated UK ID card.

    Presumably the first #token loaded would be the #Citizen one.
    #UK #IDCards

  18. I turned up today somewhere that I have a membership card for and sorted among the several cards in my wallet to find the right one.
    And I thought, not for the first time, that if there was a card onto which could be loaded arbitrary tokens by arbitrary organisations, such that I could be admitted to each of those on presentation of that card _and nothing else_, I would mind much less that it was a mandated UK ID card.

    Presumably the first #token loaded would be the #Citizen one.
    #UK #IDCards

  19. “Could Ryan Hendler be Australia’s most productive #employee? Each night Hendler and his colleagues at me&u, the QR code-based #hospitality ordering #app, assign their #AITools up to 30 complex, iterative #coding tasks, ranging from new features to #bug fixes.

    Because these tasks take hours to compute, Hendler, a 26-year-old #AIEngineer, realised it was far more productive to let AI continue his workday while he slept, rather than waiting around for execution during the day.

    Working under the chief executive #KimTeo, Hendler has helped catapult me&u into the #AIEra, fully integrating #Claude, #ChatGPT and bespoke AI products into a 24/7 workflow.

    And at one point earlier this year, he was ChatGPT Codex’s 12th most prolific individual user worldwide by #token usage, and was spotlighted by ChatGPT owner OpenAI on LinkedIn for his 24-hour work hack.

    But the AI wasn’t always up for the night shift. Hendler says the team originally had to explicitly instruct it to keep working through the night with prompts such as “please do not stop until you’ve done all the tasks” or “my boss will be angry if you stop before it finishes”.”

    I’ll re-read this in 5 years and laugh. The founder is smart, but not technical. The engineer is responsible for more of the codebase than they can handle and is a cost centre. The market is exposed to consumer spending and discretional spending. 🤣☺️

    #WhiteCollar / #ZeroHourWork / #software <afr.com/work-and-careers/caree> (paywall) / <archive.md/diVTL>

  20. “Could Ryan Hendler be Australia’s most productive #employee? Each night Hendler and his colleagues at me&u, the QR code-based #hospitality ordering #app, assign their #AITools up to 30 complex, iterative #coding tasks, ranging from new features to #bug fixes.

    Because these tasks take hours to compute, Hendler, a 26-year-old #AIEngineer, realised it was far more productive to let AI continue his workday while he slept, rather than waiting around for execution during the day.

    Working under the chief executive #KimTeo, Hendler has helped catapult me&u into the #AIEra, fully integrating #Claude, #ChatGPT and bespoke AI products into a 24/7 workflow.

    And at one point earlier this year, he was ChatGPT Codex’s 12th most prolific individual user worldwide by #token usage, and was spotlighted by ChatGPT owner OpenAI on LinkedIn for his 24-hour work hack.

    But the AI wasn’t always up for the night shift. Hendler says the team originally had to explicitly instruct it to keep working through the night with prompts such as “please do not stop until you’ve done all the tasks” or “my boss will be angry if you stop before it finishes”.”

    I’ll re-read this in 5 years and laugh. The founder is smart, but not technical. The engineer is responsible for more of the codebase than they can handle and is a cost centre. The market is exposed to consumer spending and discretional spending. 🤣☺️

    #WhiteCollar / #ZeroHourWork / #software <afr.com/work-and-careers/caree> (paywall) / <archive.md/diVTL>

  21. Mimikatz token::elevate duplicates tokens to spawn a SYSTEM process from admin context, enabling LSASS credential dumping. token::revert restores original token. Works on Windows 7, Server 2008 R2+ x64. #mimikatz #token-manipulation #ValtersIT

    valtersit.com/vault/mimikatz-t

  22. I originally posted this piece a few months ago: hcommons.social/@CoinOfNote/11

    I finally got to writing up a full post on the site on it, and found out more about coal mining in general, this specific mine and more!

    coinofnote.com/bevercotes-coll

    #TokenTuesday #Numismatics #Token #Check #CoalMining #Coal #Mining #Industry #UnitedKingdom #UK #England #History #Histodons @numismatics @histodons

    (Apparently I can't upload images when I'm quoting my old post... but there are more pics on the post)

  23. I originally posted this piece a few months ago: hcommons.social/@CoinOfNote/11

    I finally got to writing up a full post on the site on it, and found out more about coal mining in general, this specific mine and more!

    coinofnote.com/bevercotes-coll

    #TokenTuesday #Numismatics #Token #Check #CoalMining #Coal #Mining #Industry #UnitedKingdom #UK #England #History #Histodons @numismatics @histodons

    (Apparently I can't upload images when I'm quoting my old post... but there are more pics on the post)

  24. RE: ieji.de/@teezeh/11687149941478

    Der finanzielle Fehler, den viele Organisationen begehen werden, besteht darin, Agenten als digitale Mitarbeiter mit Grenzkosten nahe Null zu behandeln.
    #KI #Token #Budget

  25. RE: ieji.de/@teezeh/11687149941478

    Der finanzielle Fehler, den viele Organisationen begehen werden, besteht darin, Agenten als digitale Mitarbeiter mit Grenzkosten nahe Null zu behandeln.
    #KI #Token #Budget

  26. Ah, the pinnacle of #AI #advancement is upon us: GPT-5.5, now with 50% more #token #clustering confusion 🧩🤖. Apparently, this latest marvel of technology can't tell its reasoning tokens from a hole in the ground, leading to the groundbreaking discovery that more gibberish ≠ better performance. Kudos to #GitHub for hosting the digital equivalent of a toddler trying to assemble a nuclear reactor ⚛️👶.
    github.com/openai/codex/issues #GPT5.5 #TechHumor #HackerNews #ngated

  27. Ah, the pinnacle of #AI #advancement is upon us: GPT-5.5, now with 50% more #token #clustering confusion 🧩🤖. Apparently, this latest marvel of technology can't tell its reasoning tokens from a hole in the ground, leading to the groundbreaking discovery that more gibberish ≠ better performance. Kudos to #GitHub for hosting the digital equivalent of a toddler trying to assemble a nuclear reactor ⚛️👶.
    github.com/openai/codex/issues #GPT5.5 #TechHumor #HackerNews #ngated

  28. Mengapa Proyek Kripto dengan Komunitas Besar Belum Tentu Layak Diinvestasikan

    #Tradingan - Mengapa #Proyek Kripto dengan #Komunitas Besar Belum Tentu Layak Diinvestasikan - Dalam beberapa tahun terakhir, dunia #cryptocurrency mengalami perkembangan yang sangat pesat. Ribuan proyek kripto bermunculan dengan berbagai inovasi, mulai dari jaringan #blockchain baru, platform keuangan ter#desentralisasi (#DeFi), #token utilitas, hingga #aset digital berbasis #meme. Di tengah…

    tradingan.com/mengapa-proyek-k

  29. Letztendlich ist #KI und #Token eine Ressource, mit der in Betrieben mit gewisser Verantwortung umgegangen werden muss. Mitarbeiter müssen ein Gefühl für die Kosten von Anfragen entwickeln und einschätzen können, wann #AI einen Mehrwert bringt und wann nicht. #openai

    heise.de/news/KI-Kosten-explod

  30. 🎉 Oh joy, another #benchmark #analysis for the most #overhyped #AI model since #deep #learning was declared "the future" in 2015! 🚀 Witness the dazzling display of meaningless numbers and jargon as we all pretend to care about the #price per #token, because that's what really matters when you're already drowning in #buzzwords. 🤡
    artificialanalysis.ai/models/c #hype #HackerNews #ngated

  31. 🎉 Oh joy, another #benchmark #analysis for the most #overhyped #AI model since #deep #learning was declared "the future" in 2015! 🚀 Witness the dazzling display of meaningless numbers and jargon as we all pretend to care about the #price per #token, because that's what really matters when you're already drowning in #buzzwords. 🤡
    artificialanalysis.ai/models/c #hype #HackerNews #ngated