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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀

@hermeneuticist.bsky.social
425 followers 701 following 1.2K posts

AI Ethics & Research Governance consultant at Kairoi (kairoi.co), working remotely since 2020. Co-leading the Responsible Artificial Intelligence Network (RAIN; rain.ngo). Promoting AI literacy with @WeandAI.bsky.social

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Reposted by Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀
Asheesh Kapur Siddique @asheeshks.org · 03/10/2026
"When we focus on polarization as the problem, the solution is for everyone to quiet down and be 'civil'—an outcome that benefits those who are willing to grab as much power as they can without concern for legality or civility."🔥
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Reposted by Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀
Katie (Kathryn) Conrad @kconrad.bsky.social · 03/10/2026
A funny from the bad place (h/t @jacklynch000.bsky.social)
open ai on a graph crushing benchmarks, but OOPS the Y axis is actually just "model number"
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 02/10/2026
“Adoption of AI in science presents what seems to be a paradox: an expansion of individual scientists’ impact but a contraction in collective science’s reach, as AI-augmented work moves collectively towards areas richest in data.” www.nature.com/articles/s41...
nature.com
Artificial intelligence tools expand scientists’ impact but contract science’s focus - Nature
Artificial intelligence boosts individual scientists’ output, citations and career progression, but collectively narrows research diversity and reduces collaboration, concentrating work in data-rich a...
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 01/10/2026
Who’d’ thunk it www.bbc.com/news/article...
bbc.com
Trump's AI rebrand causes 'unprecedented' demand for Slovenian website names
The president wants AI to be called super intelligence - or SI - the same initials used by Slovenian domains.
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 01/10/2026
From LLMs to agents to dots and charms. If you are overwhelmed by the “speed” of progress, that’s what they want you to feel. From the archive ismaelkherroubigarcia.substack.com/p/on-the-ars...
ismaelkherroubigarcia.substack.com
On the ARSEs of AI
Reflections from the archive
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 30/09/2026
How can there be truth and reconciliation if the liquor stores are closed?!
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Reposted by Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀
Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 28/09/2026
We've published a sneak preview of our report and are seeking reviewers! For almost two months, we've been wrangling the 300+ sticky notes from workshops on Crafting Participatory Tech Futures. We have comments on everything from governance frameworks to mycelium, but we found four major themes!
Crafting Participatory Tech Futures. Call for Reviewers! We're writing up a report and designing a zine with findings from our FAcT, London Data Week and online workshops, and we'd love your help! To get involved, simply fill out the form at https://bit.ly/46JS8uq
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 30/09/2026
Physicist turned truck driver
A forklift held to the back of a moving truck by the weight of the pallet its carrying
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 30/09/2026
First, it was British Indian Ocean Territory. Then, Anguilla. And now, Slovenia shall reap the benefits of AI-inspired domain names.
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 30/09/2026
From @businessinsider.com. I remember people arguing on the old site about whether or not one person in a similar meeting with Biden was Hassabis or not, based on a photo of the back of his head. It’s the openness about political ineptitude what strikes me most from this administration.
Seating chart of the super intelligence luncheon hosted by the White House.
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Reposted by Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀
Iris van Rooij 💭 @irisvanrooij.bsky.social · 29/09/2026
Dear @erc.europa.eu , we DO already have common standards & frameworks. 'AI' likes to pose itself as 'special' but we do not need to reinvent the wheel. We already have established codes of conduct for research integrity. We just need to apply them. See below + more resources in thread🧵
Protecting the Ecosystem of Human Knowledge: Five Principles
We must protect and cultivate the ecosystem of human knowledge. AI models can mimic
the appearance of scholarly work, but they are (by construction) unconcerned with truth
— the result is a torrential outpouring of unchecked but convincing-sounding “informa-
tion”. At best, such output is accidentally true, but generally citationless, divorced from
human reasoning and the web of scholarship that it steals from. At worst, it is confidently
wrong. Both outcomes are dangerous to the ecosystem.
Olivia Guest, Iris van Rooij, Marcela Suarez, et al. (2025, n.p.)
Knowledge production is supposed to be safeguarded by (inter)national codes of conduct for research
integrity (ALLEA 2023; KNAW et al. 2018). Such codes forbid, for instance, fabrication of data,
falsification of results, plagiarism, and, generally, distortion of the scientific record. Many argue that
new rules are required to regulate academic AI use, but pre-existing guidelines fit the bill (cf. Tafani
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 29/09/2026
Oprah gif but she’s saying “you get a persistent identifier! You get a persistent identifier!” Etc.
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 29/09/2026
I would go to an "AI for Evil" conference, if that was its name.
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 28/09/2026
We've published a sneak preview of our report and are seeking reviewers! For almost two months, we've been wrangling the 300+ sticky notes from workshops on Crafting Participatory Tech Futures. We have comments on everything from governance frameworks to mycelium, but we found four major themes!
Crafting Participatory Tech Futures. Call for Reviewers! We're writing up a report and designing a zine with findings from our FAcT, London Data Week and online workshops, and we'd love your help! To get involved, simply fill out the form at https://bit.ly/46JS8uq
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 27/09/2026
Hey Ismael, how's your funding application going?
Timeline
I will join [redacted] PhD Program in September 2027. Between then and August 2028, I will conduct a broad literature review and the interviews of key figures in CSS. Between September 2028 and August 2029, I will launch the aforementioned survey and analyze results. Between September 2029 and August 2030, I will fee the country and become a barista.
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 27/09/2026
This is beautiful and I wish I could make such graphs. Pääkkönen et al. (2026) "The emergence of computational social science: Intellectual integration or persistent fragmentation?", DOI: doi.org/10.1162/QSS....
Depiction of the aggregate network of cocited papers from 2000 to 2020, colored to highlight communities of interest: Network science, Social network analysis, Social media research methods, Computational medicine, Swarming behaviour, Science of science, Genes and social behaviour, Algorithmic fairness, Cultural evolution
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Reposted by Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀
In Otter News @in-otter-news.bsky.social · 26/09/2026
After a long day at the aquarium, the otters help tidy their toys away. Payment is made promptly and entirely in ice cubes.
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 27/09/2026
How upsetting. The organisation whose “fellowship” I left because their directors are bullies and overtly mysogynistic has apparently been running community calls about (I assume against) sexual abuse. I know they are not equipped to facilitate such complex discussions but their brand is so fancy
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Reposted by Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀
Gen Wojcik @genandgenes.bsky.social · 26/09/2026
Everyone talks about this episode, but it’s warranted. A masterpiece. youtu.be/TxoqJ0Pmux0?...
youtu.be
Sleepytime 🌙 | S2 E26 | Full Episode | Bluey | @disneyjr
YouTube video by Disney Jr.
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 26/09/2026
Could a bibliometrician please check my hypothesis that, post-COVID, citing preprints and other non-peer-reviewed papers has become acceptable in academia? Or was this already okay before? Or has this always been okay?! *Is* this okay??!! Am *I* okay???? Many thanks, Ismael
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 25/09/2026
The people who gave Widow’s Bay all those Emmy awards for comedy… Did they not watch beyond episode two?
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 25/09/2026
Learning the hard way that large providers of workspaces and virtual offices are *very* predatory #Regus #IWGplc
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 24/09/2026
Mamdani just staring into the void, blinking as Trump rambles on feels like the sanest approach to the current situation
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 23/09/2026
Soup or intelligence
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 23/09/2026
If you’re willing to claim that thousands of years of thinking into what consciousness is was basically off track because it was statistically determined sequences of words all along, be my guest
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 23/09/2026
Choose wisely.
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 22/09/2026
The unscientific panel on AI has something to say www.un.org/independent-...
un.org
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Reposted by Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀
Le Ca-ghoul @lecagle.bsky.social · 21/09/2026
you are *not* prepared for what this technology company is called, nothing can prepare you
wkyt.com
UK installs AI facial scanning technology at residence halls
The University of Kentucky is installing artificial intelligence facial scanning technology on several campus buildings.
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 22/09/2026
Epistemic compartmentalisation is writing on futures thinking for one project that draws on workshops, on information science for a funding application, and on a year of open science research for a report. Epistemic overwhelming is the result of this.
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 22/09/2026
I pronounce it neither neither nor neither
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 21/09/2026
Imagine this had happened in, oh, I don’t know, 2017. It does feel like depriving a bully of any attention might be the best way to stop them. It’s definitely a slippery slope at such a high level, though.
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 21/09/2026
Hello, I would like an excuse to cite this wonderful paper, thank you. "Situating methods in the magic of Big Data and AI" (Elish & Boyd, 2017) doi.org/10.1080/0363...
doi.org
Situating methods in the magic of Big Data and AI
“Big Data” and “artificial intelligence” have captured the public imagination and are profoundly shaping social, economic, and political spheres. Through an interrogation of the histories, percepti...
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 20/09/2026
Cat brought in a new friend who was very unimpressed with the whole situation. I chased it around in the bedroom with a butterfly net. It has no problem flying. so I’m not too worried. It’s outside now, probably telling tales of its close escape.
A sparrow sat on a shelf, one wing spread out.
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 20/09/2026
What other adorable animals is Bolivia keeping from the world 😡
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Reposted by Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀
Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 19/09/2026
Aw cool, this link allows anybody to read "The Emergence of Critical AI Literacy," by @taniaduarte.bsky.social, @kconrad.bsky.social and (to a lesser extent) me! rdcu.be/vgqeTu9WA7oa
Abstract 

This chapter argues the concept of critical Al literacy as a necessary corrective to prevailing industry-driven frameworks of Al literacy that emphasises tool use, efficiency, and job- readiness. While mainstream Al literacy often treats artificial intelligence as a set of neutral technologies to be mastered, critical Al literacy situates Al as a sociotechnical assemblage shaped by political, economic, environmental, and cultural forces. It highlights the need to interrogate the assumptions embedded in the very term "artificial intelligence", to resist technodeterminism [1] narratives, to situate AI within larger sociocultural discourses, and to prepare all stakeholders to recognise when refusal or resistance to Al is both valid and necessary. Drawing on media, data, digital, and civic literacy frameworks, the chapter outlines the core principles of critical Al literacy: understanding the limitations of AI systems, awareness of epistemic injustice, recognition of human agency, attention to power asymmetries in Al development, acknowledgement
of AI as a complex assemblage, and awareness of critical Al literacy as an active practice. The chapter further examines the need for critical Al literacy across educational institutions, industry, civil society, and policymaking. By re-centring human values and challenging technodeterminism, critical Al literacy enables communities to interrogate,
resist, and reshape the role of Al in society.
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 19/09/2026
Aw cool, this link allows anybody to read "The Emergence of Critical AI Literacy," by @taniaduarte.bsky.social, @kconrad.bsky.social and (to a lesser extent) me! rdcu.be/vgqeTu9WA7oa
Abstract 

This chapter argues the concept of critical Al literacy as a necessary corrective to prevailing industry-driven frameworks of Al literacy that emphasises tool use, efficiency, and job- readiness. While mainstream Al literacy often treats artificial intelligence as a set of neutral technologies to be mastered, critical Al literacy situates Al as a sociotechnical assemblage shaped by political, economic, environmental, and cultural forces. It highlights the need to interrogate the assumptions embedded in the very term "artificial intelligence", to resist technodeterminism [1] narratives, to situate AI within larger sociocultural discourses, and to prepare all stakeholders to recognise when refusal or resistance to Al is both valid and necessary. Drawing on media, data, digital, and civic literacy frameworks, the chapter outlines the core principles of critical Al literacy: understanding the limitations of AI systems, awareness of epistemic injustice, recognition of human agency, attention to power asymmetries in Al development, acknowledgement
of AI as a complex assemblage, and awareness of critical Al literacy as an active practice. The chapter further examines the need for critical Al literacy across educational institutions, industry, civil society, and policymaking. By re-centring human values and challenging technodeterminism, critical Al literacy enables communities to interrogate,
resist, and reshape the role of Al in society.
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 18/09/2026
Such a thoughtful question that demonstrates so much careful engagement with my work.
Please see the questions for the [redacted] below for your review and approval.
Please introduce yourself and tell us about your remarkable work?
What specific gap or frustration led you to found Kairoi, and how has that shaped your mandate to advance responsible Al and research governance—grounded in critical Al literacy, rigorous research, and community-centered practices—so that Al systems serve people and planet rather than concentrate power and risk?
zenodo+3
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 18/09/2026
Something I get called out on is not even remotely acknowledging certain conflicts that I find uninteresting. For example, if I argue that innovation should be done slowly, with community input, I don’t see a problem of “falling behind.” Accelerationism is silly, so I don’t mention it nor have to.
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 16/09/2026
Canada is where the UK was with AI about four years ago. There was a slow but steady steer towards hype that has only been slower in Canada because AIDA was the next big thing until it wasn’t. And now that we’re all fighting over tariffs and such, pro AI lobbyists can just have their way.
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Reposted by Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀
Marilou @mariloupage.bsky.social · 16/09/2026
static.klipy.com
Teamamerica Shhjustletithappen
Alt: Team America Shhjustletithappen
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Reposted by Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀
Shannon Mattern @shannonmattern.bsky.social · 16/09/2026
I *hate* this "digital divide" framing for AI; even libraries marshal it to justify their "AI literacy classes," ensuring all have "access" for self-actualization and economic opportunity. Maybe instead some folks are sufficiently literate, and they're instead choosing *principled refusal*.
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Reposted by Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀
Alex Hanna @alexhanna.bsky.social · 15/09/2026
I feel like you've lost the plot in your "coalition" if the headlining organization is Project Liberty, owned by billionaire Frank McCourt, and Future of Life Institute. finance.yahoo.com/technology/a...
finance.yahoo.com
50+ Leading Organizations Launch Coalition for Pro-Human AI
More than 50 leading organizations spanning technology, policy, research, investment, philanthropy, and movement-building today announced the Pro-Human AI Coalition, a global effort that brings urgent...
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 14/09/2026
It is exhausting to be expected to produce new commentary every time an AI company, AI product, Big Tech executive, or Big Tech employee makes the headlines.
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 14/09/2026
I like how that one leading philosopher in AI keeps publishing preprints but SSRN looks so fancy-like that it’s almost hard to tell
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 14/09/2026
I am procrastinating once again. This is a demo of an AI deliberation tool from Stanford. It helped reinforce my skepticism about AI deliberation tools from Stanford. deliberation.io
505 responses to "should AI be used in education?" result in a graph where responses are skewed towards "definitely yes"
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 13/09/2026
I have a nasty habit of getting 80% of any given task done in the first 20% of the time allocated for that task, and spending the remaining 80% of its time very slowly finishing up 20% of the task. To the untrained eye, I look like I’m procrastinating.
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 12/09/2026
AI does it again! Relevant: AI for and Against Knowledge; raifutures.com/tech-futures...
Zenodo is currently experiencing slowness and intermittent outages due to heavy automated traffic from bots and Al crawlers. We are aware of the problem, and our team is focused on stabilizing the
service. Thank you for your patience.
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 12/09/2026
I was asked by a former colleague to comment on a social media post by the organisation I left in June, the Royal Society of Etc. I truly believe in every word in my response.
The RSA isn't an organisation that engages in any serious way with Al or social change but which has demonstrated a keen ability to hold onto a culture of bullying and toxicity that would put the most dangerous military, pharmaceutical and financial institutions to shame, so I don't watch their content.
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Ismael K.G. 🇩🇿🇨🇦🇪🇸🧀 @hermeneuticist.bsky.social · 12/09/2026
I don’t get it: is this just the FT looking to get a few clicks or do economists actually just get excited by literally any economic prediction? Either way, congrats to Anthropic for the extra coverage.
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