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LK Seiling

@lkseiling.eurosky.social
219 followers 305 following 68 posts

DE/EN. 📍 Potsdam / Berlin coordination of @dsa40collaboratory.bsky.social, various research at @weizenbauminstitut.bsky.social among other things: zusammenfuergleichstellung.de

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LK Seiling @lkseiling.eurosky.social · 12/06/2026
Admittedly, it's been a while since our last newsletter. But no worries, we've tried to make up for it with a juicy package that should make for some great Friday reading. Let us know if we missed anything - and be sure to share it with anyone to whom it may be helpful!
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LK Seiling @lkseiling.eurosky.social · 26/05/2026
Coimisiún na Meán has released guidance on Art. 40(4) data access. We took a closer look 👇
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LK Seiling @lkseiling.eurosky.social · 21/05/2026
You registered your data access request in the @dsa40collaboratory.bsky.social's Tracker, right? Don't be an Anakin. Contribute now: www.soscisurvey.de/DSA40applica... One more day to go!
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LK Seiling @lkseiling.eurosky.social · 12/05/2026
No plans for the morning of the second day of #rp26? Come join us for breakfast at @weizenbauminstitut.bsky.social to get an update on all the latest things data access!
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LK Seiling @lkseiling.eurosky.social · 11/05/2026
We're wrapping up 2 years of tracking researcher experiences with DSA-based data access. If you haven't documented your application yet, please take 5 min to do so! We'll publish aggregated results AND turn them into actionable guidance for easier data access in the future 🙏🏻
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Olivia Guest · Ολίβια Γκεστ @olivia.science · 08/05/2026
Preprinted! Been working on this for ~1 year w wonderful coauthors Nancy & Mark: > Understanding Artificial Neural Networks: Mysterianism about Known Mechanism is Mysticism doi.org/10.5281/zeno... Have you noticed many experts say they don't understand AI? What's going on? 🤯 Let us tell you... 1/
Understanding Artificial Neural Networks:
Mysterianism about Known Mechanism is Mysticism
Olivia Guest1,2, Nancy Abigail Nuñez Hernández3, and Mark Blokpoel1,2
1Department of Cognitive Science and Artificial Intelligence, Radboud University, The Netherlands
2Donders Institute for Brain, Cognition, and Behaviour, Radboud University, Nijmegen, The Netherlands
3Facultad de Estudios Superiores Acatlán-Universidad Nacional Autónoma de México, Mexico
Mysterianism is the idea that human cognition, mind, cannot be understood. Taking this
concept and applying it to known mechanism — such that claims are made that we do not
know how engineered systems, such as artificial neural networks (ANNs), work, or that they
constitute black boxes that we can only open with difficulty — is inappropriate at best and
malicious at worst. We do know the mechanistic structure of such models because we designed
and built them. We also do know their functional role (what they are for) as well as the
mathematical function they are asked to approximate (map inputs to target outputs). Because
mysterianist beliefs about known systems, such as ANNs, are often expressed, scientists need
to sit up and take notice. We provide an error theory as to what is going on to help unpick
this metatheoretical blunder. Ultimately, the problem is that ‘understanding’ is not a technical
term in these cases: the word is co-opted for a specific narrative to sell ‘artificial intelligence’
through mystification. All computational systems, from pendulums to databases, will behave
in ways we cannot predict or control — this is not a unique property of ANNs — and experts
do indeed grasp the computational properties of these systems nonetheless.
Keywords: artificial neural networks; mechanism; black box; epistemology; artificial
intelligence; understanding4 GUEST, NUÑEZ HERNÁNDEZ, & BLOKPOEL≈
ANNs are equiva-
lent to or inspired
by humans.
α
≡
ANNs are a black
box or unknowable,
even if opened.
β
≡
Humans are a black
box or unknowable.
γ
Figure 1
Three co-occurring (latent) assertions in the context of con-
temporary reasoning on AI and cognition. While they may
appear to hang together in “reflective equilibrium” (Elgin 2017),
their metatheoretical examination brings their contradictions to
light. Starting from the top, and moving clockwise: 𝛼) represents
the typical assertion of so-called cognitive, neural, or otherwise
biological plausibility or inspiration presented for ANNs; 𝛽) is
the claim we tackle head on here — both in terms of analysing
the constituent terms and in how it relates to the other two
assumptions; and 𝛾) exemplifies a type of mysterianism, which
while not always explicitly expressed, plays a background role
and importantly comes into conflict with the other two claims
in important waysMYSTERIANISM ABOUT KNOWN MECHANISM IS MYSTICISM 11World
?Di
Data?Si
ANN
Figure 3
Not all systems, 𝑆𝑖 relate to their relevant data, 𝐷𝑖 and world
phenomena this way, but ANN models (as many inferential
statistical models) do when used without scientific understand-
ing of the data-generating process or without verbal or formal
theory to match (Guest and Martin 2025b, 2021, 2023). As we
move from left to right above, we move from full understanding
of engineered systems, 𝑆𝑖 to less or even possibly none of the
data, 𝐷𝑖 to the world which can be thought of as the set of
phenomena to be understood.
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Technik, Macht und Herrschaft @digipolicy.bsky.social · 08/05/2026
Wir laden ein: Vortrag & Diskussion zum Buch „Was das Valley herrschen nennt” von @adriandaub.bsky.social. Er zeigt, wie Tech-Eliten Macht denken, legitimieren und zunehmend politischen Einfluss ausüben. 📅 01.06.2026, 16-18 Uhr 📍 Weizenbaum-Institut ➡️ Mehr Infos und Anmeldung: tinyurl.com/yc2mxd7h
Buchcover in pink: "Adrian Daub - Was das Valley herrschen nennt" (Edition Suhrkamp)Portrait von Adrian Daub
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Jenna Jordan @jennajordan.me · 07/05/2026
I will always be here for a good “the map is not the territory” reference
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LK Seiling @lkseiling.eurosky.social · 07/05/2026
Just migrated my data to @eurosky.social on servers in Germany - and can keep using bluesky like nothing happened. Next: re-starting to blog using @leaflet.pub. Genuinely excited to see where this goes. In case you are also considering to move 👉 move.eurosky.tech
a screenshot of my Eurosky dashboard, detailing the number of posts, followers, following and other applications also using ATproto
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Katrin Weller @kwelle.bsky.social · 20/03/2026
And @lkseiling.bsky.social and Sophia Graf presenting lots of super useful work by the @dsa40collaboratory.bsky.social snurb.info/index.php/no... #smad2026 #digitalservicesact
snurb.info
Assessing the Operation of EU Social Media Data Access Mechanisms via the DSA40 Collaboratory | Snurblog — Axel Bruns
The post-lunch session at the
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LK Seiling @lkseiling.eurosky.social · 16/03/2026
The issue with data access under DSA Art. 40(4): only successful requests are published on the Commission's Data Access Portal. When it comes to rejected requests, researchers have to share information amongst themselves. That's what our data access tracker is for 👇
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Jakob Ohme @dscheykopp.bsky.social · 24/02/2026
It’s not a privilege, it’s a researchers right! #DSA40 @lkseiling.bsky.social and I summarize what the European Commission decision in their case against X (I feel we should follow John Oliver and from now on call it Twitter again) means for researchers right to platform data access [in German]
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Freiheitsrechte.org - GFF @freiheitsrechte.org · 17/02/2026
Durchbruch für digitale Rechte – und für den Kampf gegen #Desinformation und #Wahlbeeinflussung online: Das Kammergericht Berlin entschied heute, dass die Plattform #X unserer Partnerorganisation @democracyreporting.bsky.social Zugang zu #Forschungsdaten geben muss. 💪
Zitatkachel mit dem GFF-Juristen Joschka Selinger: „Auch die großen Digitalkonzerne stehen nicht über dem Gesetz. Der DSA ist ein scharfes Schwert für digitale Rechte und Plattformregulierung.“
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Freiheitsrechte.org - GFF @freiheitsrechte.org · 17/02/2026
Heute verhandelt das Kammergericht Berlin, ob @democracyreporting.bsky.social von #X Plattformdaten bekommt, um zu Wahlbeeinflussung und Desinformation zu forschen. Obwohl DRI nach dem #DSA der EU ein Recht darauf hat, verweigert X die Herausgabe. Mehr Infos im Quotepost.
Zwei Vertreter*innen von DRI und GFF vor dem Berliner Kammergericht
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Stephan Lewandowsky @lewan.uk · 05/02/2026
There have been increasingly shrill accusations against the EU over its digital legislation, based on accusations of "censorship" by defenders of "free speech" -- including, so it appears, the right to peddle an AI app that seemingly produces child sexual abuse material (CSAM). 1/9
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Olivia Guest · Ολίβια Γκεστ @olivia.science · 06/09/2025
Finally! 🤩 Our position piece: Against the Uncritical Adoption of 'AI' Technologies in Academia: doi.org/10.5281/zeno... We unpick the tech industry’s marketing, hype, & harm; and we argue for safeguarding higher education, critical thinking, expertise, academic freedom, & scientific integrity. 1/n
Abstract: Under the banner of progress, products have been uncritically adopted or
even imposed on users — in past centuries with tobacco and combustion engines, and in
the 21st with social media. For these collective blunders, we now regret our involvement or
apathy as scientists, and society struggles to put the genie back in the bottle. Currently, we
are similarly entangled with artificial intelligence (AI) technology. For example, software updates are rolled out seamlessly and non-consensually, Microsoft Office is bundled with chatbots, and we, our students, and our employers have had no say, as it is not
considered a valid position to reject AI technologies in our teaching and research. This
is why in June 2025, we co-authored an Open Letter calling on our employers to reverse
and rethink their stance on uncritically adopting AI technologies. In this position piece,
we expound on why universities must take their role seriously toa) counter the technology
industry’s marketing, hype, and harm; and to b) safeguard higher education, critical
thinking, expertise, academic freedom, and scientific integrity. We include pointers to
relevant work to further inform our colleagues.Figure 1. A cartoon set theoretic view on various terms (see Table 1) used when discussing the superset AI
(black outline, hatched background): LLMs are in orange; ANNs are in magenta; generative models are
in blue; and finally, chatbots are in green. Where these intersect, the colours reflect that, e.g. generative adversarial network (GAN) and Boltzmann machine (BM) models are in the purple subset because they are
both generative and ANNs. In the case of proprietary closed source models, e.g. OpenAI’s ChatGPT and
Apple’s Siri, we cannot verify their implementation and so academics can only make educated guesses (cf.
Dingemanse 2025). Undefined terms used above: BERT (Devlin et al. 2019); AlexNet (Krizhevsky et al.
2017); A.L.I.C.E. (Wallace 2009); ELIZA (Weizenbaum 1966); Jabberwacky (Twist 2003); linear discriminant analysis (LDA); quadratic discriminant analysis (QDA).Table 1. Below some of the typical terminological disarray is untangled. Importantly, none of these terms
are orthogonal nor do they exclusively pick out the types of products we may wish to critique or proscribe.Protecting the Ecosystem of Human Knowledge: Five Principles
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LK Seiling @lkseiling.eurosky.social · 13/01/2026
Anyone interested in drafting an Art. 40(4) DSA access request to make use of this moment? Looks like a great chance to figure out, how the @grok account fits into X' internal governance/moderation structures.
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Social Media Lab @socialmedialab.ca · 08/01/2026
"Why Are Grok and X Still Available in App Stores? Elon Musk’s chatbot has been used to generate thousands of sexualized images of adults and apparent minors. Apple and Google have removed other “nudify” apps—but continue to host X and Grok." www.wired.com/story/x-grok...
wired.com
Why Are Grok and X Still Available in App Stores?
Elon Musk’s chatbot has been used to generate thousands of sexualized images of adults and apparent minors. Apple and Google have removed other “nudify” apps—but continue to host X and Grok.
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Ketan Joshi @ketanjoshi.co · 09/01/2026
The Guardian doing inexplicable voluntary free public relations work for a corporation profiting from sexual abuse by headlining this as the image gen being "turned off". It isn't off: they've just monetised it. What the fuck are we doing here people, come on. www.theguardian.com/technology/2...
theguardian.com
Grok turns off image generator for most users after outcry over sexualised AI imagery
X to limit editing function to paying subscribers after platform threatened with fines and regulatory action
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Paris Marx @parismarx.com · 09/01/2026
liked undressing any woman or child on the platform? throw us some cash and you can keep doing it
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Freiheitsrechte.org - GFF @freiheitsrechte.org · 29/12/2025
Gleich gehts los auf dem #39c3: Simone und Jürgen ziehen in „Hacking Karlsruhe - 10 years later“ nach zehn Jahren GFF Bilanz. Hier gehts zum Stream: streaming.media.ccc.de/39c3/fuse
streaming.media.ccc.de
Fuse – 39C3: Power Cycles Streaming
Live streaming from the 39th Chaos Communication Congress
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Jordan Maris 🇪🇺 🇺🇦 #NAFO @jmaris.me · 26/12/2025
#Trump has been accusing the #EU of #censorship via its #DigitalServicesAct, but is any of what they are saying true? Let's investigate 🧵🔽 #EUpol #USpol
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LK Seiling @lkseiling.eurosky.social · 25/11/2025
Did you know that the new European Omnibus threatens research based on data donations? We wrote an open letter highlighting the problematic amendment (see below). Please consider reading and signing it. If the amendment goes through, this might well be the end of data donation research...
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Tech Policy Press @techpolicypress.bsky.social · 17/11/2025
We recently concluded a special article series, “Seeing the Digital Sphere: The Case for Public Platform Data,” in collaboration with the Knight-Georgetown Institute, in which experts explored why access to public platform data is critical. Here’s a snapshot: (1/9)
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Markus Reuter @markus.reuter.netzpolitik.org · 13/11/2025
Die Grünen sind nur Bürgerrechtspartei, wenn sie nicht in der Regierung sind. www.swr.de/swraktuell/b...
swr.de
Trotz Kritik: Ab wann die BW-Polizei eine Palantir-Software nutzen darf
Trotz viel Kritik und einer Petition hat der Landtag das Polizeigesetz geändert und die Nutzung der Datenanalyse-Software Palantir beschlossen.
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Claes de Vreese @claesdevreese.bsky.social · 12/11/2025
@lkseiling.bsky.social & @markscott.bsky.social plea in @techpolicypress.bsky.social for a new data access regime emerging from a "generation of decentralized platforms that treat data transparency not as a regulatory burden but as a civic and scientific good" www.techpolicy.press/in-critical-...
techpolicy.press
In Critical Condition – How To Stabilize Researcher Data Access? | TechPolicy.Press
Mark Scott and LK Seiling discuss the struggle for researcher access to social media data and an alternative future where transparency is seen as a civic good.
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Eryk Salvaggio @eryk.bsky.social · 01/11/2025
The most transparent, de-gamified way to do social media would be a “more like this / less like this” interface that nobody else sees. The “like” is pointless here anyway, while sharing is everything.
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Justin Hendrix @justinhendrix.bsky.social · 31/10/2025
"Many of the deals OpenAI has struck — with chipmakers, cloud computing companies and others — are strangely circular. OpenAI receives billions from tech companies before sending those billions back to the same companies to pay for computing power and other services." www.nytimes.com/interactive/...
nytimes.com
How OpenAI Uses Complex and Circular Deals to Fuel Its Multibillion-Dollar Rise
Here are seven unusual financial agreements helping to drive the ambitions of the poster child of the A.I. revolution.
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Paris Marx @parismarx.com · 01/11/2025
two for one, nice 😎
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Für sachliche Politik @sachlichepolitik.eurosky.social · 24/10/2025
"Gegen vier Uhr morgens drangen Be­am­t:in­nen in die Wohnung der syrischen Familie Seleman ein, führten die Geschwister Rouaa (24) und Ibrahim (28) ab und setzten sie in ein Flugzeug. Dabei sollten beide eine Ausbildung antreten. Der Flüchtlingsrat Schleswig-Holstein nennt das „Behördenwahnsinn“.
taz.de
Abschiebung trotz Ausbildungsvertrag: Aus dem Bett geholt, ins Flugzeug gesetzt
Rouaa und Ibrahim hatten ihre Ausbildungsverträge unterschrieben und hätten damit bis zum Abschluss bleiben dürfen. Trotzdem wurden sie abgeschoben.
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LK Seiling @lkseiling.eurosky.social · 24/10/2025
The key terms here are: 1) burdensome procedures 2)burdensome tools While the findings themselves are not public, let's take a closer look 🧵👇
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sohyeon hwang @s0hw.bsky.social · 18/10/2025
I’ll be presenting this work at #CSCW2025 in Bergen on Tuesday at 2:30PM! We will be part of the session “Core Concepts in Privacy Research” (in the Bekken room) chaired by @emtseng.bsky.social ☺️
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LK Seiling @lkseiling.eurosky.social · 10/10/2025
The parsing code and info on the schema based on Activity Streams 2.0 we suggested: gitlab.weizenbaum-institut.de/lukas.seilin... @lionw.bsky.social's latest paper on data donations: doi.org/10.12758/mda... (follow him for more to come soon!)
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Social Media Lab @socialmedialab.ca · 02/10/2025
"Instagram head says company is not using your microphone to listen to you (with AI data, it won’t need to)" techcrunch.com/2025/10/01/i...
techcrunch.com
Instagram head says company is not using your microphone to listen to you (with AI data, it won't need to) | TechCrunch
The idea that Meta would secretly turn on the microphones on users' phones to record their conversations is an age-old conspiracy theory -- and one that the company has disputed before.
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LK Seiling @lkseiling.eurosky.social · 24/09/2025
Für alle, die keine Zeit für ~36 Seiten und über 100 Fußnoten im Policy Paper haben, habe ich im Interview mit dem @weizenbauminstitut.bsky.social kurz erklärt worum es im #DSA geht, welche Rolle Forschungsdatenzugang (#DSA40) spielt und was schulterzuckende US-Plattformen damit zu tun haben ⬇️
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Weizenbaum-Institut @weizenbauminstitut.bsky.social · 10/09/2025
👉 Just published: "Empowering People in Online Spaces: Democracy and Well-being in Digital Societies" - Book of Abstracts of the Weizenbaum Conference 2025. #WIConf25 ➡️ doi.org/10.34669/WI.... 🔗
Cover of the publication
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Eryk Salvaggio @eryk.bsky.social · 27/08/2025
Haven't read this paper yet, but something has been on my mind: because diffusion and LLMs were more "discovered" than "invented," the explanations given for how they work, even by folks in the industry building them, are assumptions. Those stories drive AI narratives, and they're usually wrong.
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The Coalition for Independent Technology Research @thecoalition.bsky.social · 19/08/2025
Today, we’re proud to share the Coalition’s new report: The State of Independent Technology Research: Power in Numbers It's an offering to our community and all researchers doing public interest work–a reflection of collective strength, solidarity and persistence in the face of adversity. (1/2)
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DSA40 Data Access Collaboratory @dsa40collaboratory.bsky.social · 06/08/2025
We already have over 100 sign-ups but a few spots are still available for Day 1 of the Data Access Days on research access to platform data under the Digital Services Act (DSA) — happening on 25 September 2025. Join us in Berlin! 👉 dsa40collaboratory.eu/data-access-... #DSA40 #DigitalServicesAct
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LK Seiling @lkseiling.eurosky.social · 01/08/2025
This newsletter does not focus on the ongoing sabre-rattling from across the Atlantic. Instead, we recap all the work we've been doing since the last issue and examples and opportunities for constructive collective engagement around the DSA. Read here: dsa40collaboratory.eu/newsletters/...
dsa40collaboratory.eu
03_summer – DSA 40 Collaboratory
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DSA40 Data Access Collaboratory @dsa40collaboratory.bsky.social · 30/07/2025
Register to the #DSA40 Data Access days today before we reach maximum capacity! Join us in Berlin, September 25 & 26 - to connect and collaborate around DSA-based data access! More info here: dsa40collaboratory.eu/data-access-...
dsa40collaboratory.eu
Data Access Days – DSA 40 Collaboratory
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Thorsten Mense @mense.bsky.social · 26/07/2025
Was passiert eigentlich, wenn wir uns alle einig werden, dass das, was gerade weltweit grassiert und demokratische Errungenschaften sowie große Teile der Menschheit bedroht, Faschismus ist? Geht dann der antifaschistische Kampf los? Oder ist er dann schon gewonnen?
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Roland Meyer @bildoperationen.bsky.social · 25/07/2025
War crimes as a form of marketing
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LK Seiling @lkseiling.eurosky.social · 25/07/2025
The U.S. administration is going all in on its AI death cult. It's side-lining the environment and it's own citizens to scale the build out of an over-leveraged technology, while aggressively pushing their technology onto other countries trying to distribute collapse-risk.
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LK Seiling @lkseiling.eurosky.social · 23/07/2025
Or as I put it in a talk last year: This is not tech adoption, it is penetration - decidedly masculine, neither consensual nor reflected and it leaves us and our planet injured, if not violated. f we don't resist, we're - most literally - fucked.
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Ed Zitron @edzitron.com · 21/07/2025
Newsletter: This is the Hater's Guide To The AI Bubble: genAI is nothing like Uber or Amazon Web Services, there are no profitable genAI companies, agents do not and cannot exist, there is no AI SaaS story, and everything rides - and dies - on selling GPUs. www.wheresyoured.at/the-haters-g...
wheresyoured.at
The Hater's Guide To The AI Bubble
Hey! Before we go any further — if you want to support my work, please sign up for the premium version of Where’s Your Ed At, it’s a $7-a-month (or $70-a-year) paid product where every week you get a ...
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Weizenbaum-Institut @weizenbauminstitut.bsky.social · 21/07/2025
„Wer beim Forschungsdatenzugang jetzt liefern muss” – @lkseiling.bsky.social, @dscheykopp.bsky.social, @claesdevreese.bsky.social & @ulrikeklinger.bsky.social heute im @tspbackground.bsky.social: 🔗 t1p.de/zf6pa ⬅️ #dsa @dsa40collaboratory.bsky.social
t1p.de
Wer beim Forschungsdatenzugang jetzt liefern muss
Das letzte Puzzlestück für den Forschungszugang für nicht öffentlich verfügbare Plattformdaten ist da. Die Aufgaben für DSCs, Forschende und Plattformen sind nun klar verteilt. Die Wissenschaftler:inn...
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POLITICO Europe @politico.eu · 18/07/2025
Meta just blew a hole in a EU plan to tame artificial intelligence models. Today, the technology giant was the first Big Tech company to come out saying it will not sign the EU's code of practice for general-purpose AI.
ow.ly
Meta rebuffs EU over AI rules
The code of practice has faced months of fierce lobbying from the tech industry.
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Claes de Vreese @claesdevreese.bsky.social · 14/07/2025
The discussions about big platforms are intense. The systemic risks are real. Now the #DSA Delegated Act is finally here to ensure data access for researchers. Time to put this system to work. W @lkseiling.bsky.social, we show how @techpolicypress.bsky.social www.techpolicy.press/time-to-deli...
techpolicy.press
Time To Deliver: Stakeholder Roles In The EU’s Delegated Act On Data Access | TechPolicy.Press
The Delegated Act on data access under the DSA provides much-needed clarity about both the access process and expectations towards the actors involved in it.
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queer.de @queerde.bsky.social · 11/07/2025
Das Bundesinnenministerium von Alexander Dobrindt (CSU) plant ein Sonderregister für alle Menschen, die das Selbstbestimmungsgesetz in Anspruch genommen haben. Das ist nicht nur geschichtslos, sondern brandgefährlich
queer.de
Die Rückkehr der "Transvestiten-Karteien" muss verhindert werden
Das Bundesinnenministerium von Alexander Dobrindt (CSU) plant ein Sonderregister für alle Menschen, die das Selbstbestimmungsgesetz in Anspruch genommen haben. Das ist nicht nur geschichtslos, sondern...
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