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Jack Hardinges

@jackhardinges.bsky.social
254 followers 243 following 228 posts

Data optimist. Data, infrastructures, governance, platforms, AI, the commons, etc. Director of Research & Policy @ OpenMined.

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Jack Hardinges @jackhardinges.bsky.social · 11/02/2026
"a legal directive [will] shortly allow long-standing clinical studies to include secure access to GP records for.. participants in UK Biobank, Our Future Health and Genomics England who have already consented to share their data for research" www.hdruk.ac.uk/news/linking...
hdruk.ac.uk
Linking GP data for consenting research participants is a ‘game-changer’
Professor Andrew Morris, Director of Health Data Research UK, responds to the Government’s announcement that GP health data for participants who have given consent can be shared with large-scale resea...
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Jack Hardinges @jackhardinges.bsky.social · 30/01/2026
Smart Data (regulated data portability for UK consumers and businesses) looks like it might get quite expensive to deliver... assets.publishing.service.gov.uk/media/697b89...
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Jack Hardinges @jackhardinges.bsky.social · 08/01/2026
"Any organization building state-of-the-art LLMs needs to be a data curation and generation lab first, obsessively identifying and filling the gaps" huggingface.co/spaces/lvwer...
huggingface.co
The Jagged AI Frontier is a Data Frontier - a Hugging Face Space by lvwerra
Why AI capabilities are shaped by data availability
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Jack Hardinges @jackhardinges.bsky.social · 11/12/2025
"Of course, we’re also hoping to eventually offset risk by diversifying into galoots, simpletons, and outright morons. But the important thing now is to get many, many more idiots confused enough to believe they have any chance in hell of making money off this grift”
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Jack Hardinges @jackhardinges.bsky.social · 11/12/2025
just watched a brilliant talk by Paul Keller @openfuture.bsky.social. it includes a case for *conditional openness*, building on OF's longstanding argument that the open movement must better account for concentrations of power www.youtube.com/watch?v=ROig...
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Jack Hardinges @jackhardinges.bsky.social · 10/12/2025
a job posting for 'Public Sector Data Markets Lead' for the National Data Library. responsible for "interventions to test the potential commercial market for public sector data. They will identify promising opportunities for data commercialisation" www.civilservicejobs.service.gov.uk/csr/jobs.cgi...
civilservicejobs.service.gov.uk
Quick Check Needed
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Jack Hardinges @jackhardinges.bsky.social · 10/12/2025
"Today, OpenAI is co-founding the Agentic AI Foundation under the Linux Foundation, alongside Anthropic and Block, and with the support of Google, Microsoft, AWS, Bloomberg, and Cloudflare" openai.com/index/agenti...
openai.com
OpenAI co-founds the Agentic AI Foundation under the Linux Foundation
AAIF aims to advance open-source agentic AI with the donation of standards including OpenAI’s AGENTS.md
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Jack Hardinges @jackhardinges.bsky.social · 03/12/2025
I've written up some thoughts on large AI models’ evolving relationship with data (with my new @openmined.bsky.social hat on): openmined.org/blog/ai-hasn...
openmined.org
No, AI Hasn't Run Out of Data... Here's What's Really Happening
Elon Musk says AI exhausted all human data. He's wrong. 99.99% of the world's data is private and untapped. Here's how AI's relationship with data is really evolving—and what's at stake.
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Jack Hardinges @jackhardinges.bsky.social · 02/12/2025
"Data spaces as meta-organisations" www.tandfonline.com/doi/full/10....
tandfonline.com
Data spaces as meta-organisations
Sharing and reusing data across organisations is central to the European data strategy and its transformation towards creating a data-driven economy. Currently, data sharing, when it occurs, is typ...
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Jack Hardinges @jackhardinges.bsky.social · 02/12/2025
“This commoditization will start to bifurcate the market into a spectrum with extremes at either end: a smaller premium market at one end, and a larger commodity market at the other. A classic barbell effect where the middle disappears" radicallyinformed.substack.com/p/beyond-the...
radicallyinformed.substack.com
Beyond the Artifact: The Brutal Economics of Liquid Content
Value is migrating away from content, and creating surprising new opportunities
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Jack Hardinges @jackhardinges.bsky.social · 02/12/2025
"Conditional openness means that datasets are freely accessible for non-commercial, public-interest uses, while commercial access may be subject to additional conditions— such as registration, purpose declaration, and payment where appropriate" openfuture.eu/wp-content/u...
openfuture.eu
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Jack Hardinges @jackhardinges.bsky.social · 27/11/2025
I've written up a briefing note for @creativecommons.bsky.social on pay-to-crawl: new systems being used by websites to automate compensation for when their content is accessed by AI bots and other machines
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Jack Hardinges @jackhardinges.bsky.social · 27/11/2025
'The Most Boring Dataset in the World' foresight.org/resource/gre...
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Jack Hardinges @jackhardinges.bsky.social · 27/11/2025
Wikimedia's paid-for APIs now generating £8m+ revenues, presumably fuelled by AI users diff.wikimedia.org/2025/11/24/w...
diff.wikimedia.org
Wikimedia Enterprise Financial Report: Fiscal Year 2024 – 2025
Summary This is the fourth annual financial report for Wikimedia Enterprise – for the fiscal year 2024-25. We are pleased to share that not only does this report show the first complete year of pro…
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Jack Hardinges @jackhardinges.bsky.social · 13/11/2025
"It’s incoherent to claim that data is extremely valuable and that it should somehow also be free. This doesn’t mean there aren’t reasons to subsidize data access to make it available at no cost, but it means we need to acknowledge the costs" radiant.earth/blog/2025/11...
radiant.earth
Great Data Products
The language we use to talk about data is keeping us from realizing its full potential.
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Jack Hardinges @jackhardinges.bsky.social · 07/11/2025
"The question isn’t whether we can add integrity to AI but whether the architecture permits integrity at all. Today’s AI agents observe the Internet, orient via statistics, decide probabilistically, and act without verification" (via @peterkwells.com) www.schneier.com/blog/archive...
schneier.com
Agentic AI’s OODA Loop Problem - Schneier on Security
The OODA loop—for observe, orient, decide, act—is a framework to understand decision-making in adversarial situations. We apply the same framework to artificial intelligence agents, who have to make t...
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Jack Hardinges @jackhardinges.bsky.social · 07/11/2025
'How AGI became the most consequential conspiracy theory of our time' www.technologyreview.com/2025/10/30/1...
technologyreview.com
How AGI became the most consequential conspiracy theory of our time
The idea that machines will be as smart as—or smarter than—humans has hijacked an entire industry. But look closely and you’ll see it’s a myth that persists for many of the same reasons conspiracies d...
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Jack Hardinges @jackhardinges.bsky.social · 03/11/2025
the Smart Data Group has published a proposal for what the 'Future Entity' for Open Banking + all Smart Data Schemes should look like. Special Purpose Vehicles for each Scheme.. www.linkedin.com/posts/smart-...
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Jack Hardinges @jackhardinges.bsky.social · 31/10/2025
'Welcome to the Post-Naive Internet Era' www.mozillafoundation.org/en/nothing-p...
mozillafoundation.org
Welcome to the Post-Naive Internet Era
The grand idealism of the free and open internet might be over for now, but in its place falls a more practical mindset. Just like Silicon Valley’s entrepreneurs are entering their “Hard Tech” era, th...
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Jack Hardinges @jackhardinges.bsky.social · 30/10/2025
"The open movement must likewise evolve from the libertarian ethos of the early internet toward a civic ethos fit for the age of AI. We must design infrastructures.. that preserve the spirit of accessibility while protecting against its weaponisation" sverhulst.medium.com/the-weaponis...
sverhulst.medium.com
The Weaponisation of Openness? Toward a New Social Contract for Data in the AI Era
By Stefaan G. Verhulst
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Jack Hardinges @jackhardinges.bsky.social · 30/10/2025
new UK Gov study on the value of public sector data. apparently the public sector invests £30bn in data assets per year, which have an 'expected potential value' to the economy of £15bn-200bn www.gov.uk/government/p...
gov.uk
Value of Public Sector Data Estimate
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Jack Hardinges @jackhardinges.bsky.social · 28/10/2025
"Requiring copyright licenses for training data would.. (1) create new barriers to market entry and competition in new technologies.. while (2) entrenching large copyright holders and (3) not significantly benefiting creators." www.lawfaremedia.org/article/worr...
lawfaremedia.org
Worried About AI Monopoly? Embrace Copyright’s Limits
Copyright’s limits play essential antimonopoly functions. Undermining them in the context of AI is likely to strengthen Big Tech.
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Jack Hardinges @jackhardinges.bsky.social · 24/10/2025
"AI companies are locked in an arms race for quality human content - and that pressure has fueled an industrial-scale 'data laundering' economy" www.reuters.com/world/reddit...
reuters.com
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Jack Hardinges @jackhardinges.bsky.social · 22/10/2025
"It’s already clear that the Internet’s discovery system for the next 15 years will be something different: Answer Engines.. Whether you like it or not, the future will increasingly be answers not searches" blog.cloudflare.com/cloudflare-2...
blog.cloudflare.com
Cloudflare’s 2025 Annual Founders’ Letter
Cloudflare launched 15 years ago this week. We like to celebrate our birthday by launching new products that give back to the Internet, which will do a lot of this week. But on this occasion we've als...
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Reposted by Jack Hardinges
James Chalmers @jameschalmers.bsky.social · 20/10/2025
This remains the funniest way to hear about an internet outage, though.
Denise C.
@SpudBenBean
·
Follow
A woman who rang ABC Sydney radio said she found out about the Optus outage from her cat.
 
The cat has an automatic wi-fi feeder (connected to Optus) & when breakfast wasn't delivered at 6:10 am, the cat went to the bedroom to lodge a complaint with management.
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Reposted by Jack Hardinges
Emanuel Maiberg @emanuelmaiberg.bsky.social · 17/10/2025
wikipedia's data shows that AI is siphoning traffic away from the site, which is a danger to its sustainability. ironically Wikipedia is more important than ever to users who want reliable information instead of slop, and to AI companies that need it for training data www.404media.co/wikipedia-sa...
404media.co
Wikipedia Says AI Is Causing a Dangerous Decline in Human Visitors
“With fewer visits to Wikipedia, fewer volunteers may grow and enrich the content, and fewer individual donors may support this work.”
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Jack Hardinges @jackhardinges.bsky.social · 16/10/2025
"Humanity AI, a $500 million five-year initiative.. will drive new investments toward establishing a people-driven future where AI delivers for humanity, strengthens communities, and enhances human creativity" www.macfound.org/press/press-...
macfound.org
Humanity AI Commits $500 Million to Build a People-Centered Future for AI
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Jack Hardinges @jackhardinges.bsky.social · 15/10/2025
I see this in the same family of data sharing as financial reporting, Smart Data, researcher access to platform data, retailers sharing their plastic bag sales, etc etc: www.theguardian.com/business/202...
theguardian.com
Vets could be made to cap prescription prices after UK watchdog investigation
Market ‘not fit’ for purpose, CMA says, as it proposes shake-up including publishing treatment costs
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Jack Hardinges @jackhardinges.bsky.social · 15/10/2025
'Cooperative data utilities' www.youtube.com/watch?v=0B8Z...
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Jack Hardinges @jackhardinges.bsky.social · 13/10/2025
"For the same reason that a dog can go to church but a dog cannot be Catholic, an LLM can have a conversation but cannot participate in the conversation" mail.cyberneticforests.com/what-machine...
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Jack Hardinges @jackhardinges.bsky.social · 10/10/2025
'Realising the potential of a National Data Library' - @wellcometrust.bsky.social + ESRC wellcomeopenresearch.org/documents/10...
wellcomeopenresearch.org
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Jack Hardinges @jackhardinges.bsky.social · 10/10/2025
"China’s recently-created National Data Administration has a mandate to turn data into a new 'factor of production', alongside the traditional factors of land, labor, capital and technology" mattsheehan.substack.com/p/chinas-big...
mattsheehan.substack.com
China's Big AI Diffusion Plan is Here. Will it Work?
A bearish and bullish case for the major "AI+" initiative
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Jack Hardinges @jackhardinges.bsky.social · 10/10/2025
"TL;DR What's the point of an 'ethical' AI that burns through resources, or a 'green' AI that amplifies bias? Ethics and sustainability have to evolve together, starting with how we measure and disclose AI's real costs" huggingface.co/blog/sasha/e...
huggingface.co
Ethics + Sustainability = Responsible AI
A Blog post by Sasha Luccioni on Hugging Face
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Jack Hardinges @jackhardinges.bsky.social · 07/10/2025
OH: "the holy grail of AI now seems to be circularity rather than singularity” www.theguardian.com/technology/2...
theguardian.com
OpenAI signs multibillion-dollar chip deal with AMD
The deal gives the ChatGPT maker the option to take a 10% stake in the chipmaker
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Jack Hardinges @jackhardinges.bsky.social · 30/09/2025
"Rewilding the web means recovering what Otlet, Nelson, Hall, and Richardson all glimpsed: a civic, literary, interconnected, and collaborative commons that resists enclosure and keeps the web alive" mamund.substack.com/p/the-hyperm...
mamund.substack.com
The Hypermedia Commons We Missed
It’s time to ask: do we want a plantation of transactions, or a living commons of creativity?
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Jack Hardinges @jackhardinges.bsky.social · 30/09/2025
"A global advertising infrastructure built and governed to operate in the public interest.. would be able to capture funds that currently fuel our broligarchic dystopia.. [and] reshape privacy norms and incentive structures across the entire internet" www.techpolicy.press/how-wikipedi...
techpolicy.press
How Wikipedia Can Save the Internet With Advertising | TechPolicy.Press
Robin Berjon explores how principled advertising on Wikipedia could fund a democratic digital future.
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Jack Hardinges @jackhardinges.bsky.social · 26/09/2025
writing music: open.spotify.com/track/1YGxSg...
open.spotify.com
So U Kno
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Jack Hardinges @jackhardinges.bsky.social · 26/09/2025
"Loyal agents: - Enabling AI agents to securely transact on behalf of consumers - Defining duties of AI agents to consumers - Ensuring agents are effective and aligned with consumers' preferences" loyalagents.org#focus-areas
loyalagents.org
LoyalAgents - Consumer Reports & Stanford
A research collaboration to enable a marketplace of secure, trusted consumer-centric agents.
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Jack Hardinges @jackhardinges.bsky.social · 25/09/2025
'AI-as-mom'
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Jack Hardinges @jackhardinges.bsky.social · 25/09/2025
"Microsoft is in talks with select UD publishers about.. a two-sided marketplace that would compensate publishers for their content used by AI products, starting with its Copilot assistant" www.axios.com/2025/09/23/m...
axios.com
Scoop: Microsoft looks to build AI marketplace for publishers
Copilot would be the first buyer in the Publisher Content Marketplace.
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Jack Hardinges @jackhardinges.bsky.social · 24/09/2025
'AI as normal technology' has really gotten under my skin over the past few months: AI not as speculative 'intelligence', laden with hype or doom, but instead as a powerful, but controllable, tool with gradual diffusion similar to technologies like electricity www.normaltech.ai/p/a-guide-to...
normaltech.ai
A guide to understanding AI as normal technology
And a big change for this newsletter
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Jack Hardinges @jackhardinges.bsky.social · 18/09/2025
reading this OKF report imo it's right to question the impact and role of openness + open licences.. ..and take an interest in other "modes of governance and ways of sharing value".. ..but I don't think it's useful to bend the definition of open to encompass those modes okfn.org/en/projects/...
okfn.org
From Open Data to Sustainable Data Commons – Open Knowledge Foudation
Better governance mechanisms and legal tools to grow and sustain the data commons
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Jack Hardinges @jackhardinges.bsky.social · 18/09/2025
"While this appears to be positive for transparency, it's actually more problematic than it seems.. These numbers cannot be used to meaningfully compare systems because each company employs different methodologies and assumptions" huggingface.co/blog/sasha/e...
huggingface.co
🌎 What kind of environmental impacts are AI companies disclosing? (And can we compare them?) 🌎
A Blog post by Sasha Luccioni on Hugging Face
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Jack Hardinges @jackhardinges.bsky.social · 17/09/2025
"more than 18,000 Spotify users have joined Unwrapped, a collective.. that allows them to pool and monetize their data.. each Spotify user only earned about $5 in cryptocurrency tokens" (via @ldodds.bsky.social) arstechnica.com/tech-policy/...
arstechnica.com
Spotify peeved after 10,000 users sold data to build AI tools
Spotify sent a warning to stop data sales, but developers say they never got it.
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Jack Hardinges @jackhardinges.bsky.social · 16/09/2025
there's a £650k tender out for the National Data Library. it's looking for a supplier with "robust knowledge of federated data architecture", to be based out of Manchester www.stotles.com/explore/noti...
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Jack Hardinges @jackhardinges.bsky.social · 16/09/2025
late to it, but v good: "We are the world's first AI alignment alignment center, working to subsume the countless other AI centers, institutes, labs, initiatives and forums into one final AI center singularity" alignmentalignment.ai/caaac
alignmentalignment.ai
Center for the Alignment of AI Alignment Centers
We align the aligners
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Jack Hardinges @jackhardinges.bsky.social · 16/09/2025
good article on the battle to define AI that's taking place within the IETF AI Preferences Working Group: www.businessinsider.com/google-micro...
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Jack Hardinges @jackhardinges.bsky.social · 16/09/2025
"Introducing a new model for data stewardship.. TRANSFER Data Trust is a member-owned copperative. Our governance model facilitates distributive justice in contemporary art" transfer.art/trust/vision
transfer.art
Vision — TRANSFER
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Jack Hardinges @jackhardinges.bsky.social · 11/09/2025
“Oracle’s new market cap, near a trillion dollars, up nearly 50% [has been] driven largely by this one apparently non-binding deal with a party that doesn’t have the money to pay for the services” open.substack.com/pub/garymarc...
open.substack.com
Peak bubble
It’s hard to see how this won’t end badly
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Jack Hardinges @jackhardinges.bsky.social · 11/09/2025
"Senseye uses AI to analyze ocular metrics such as pupil dynamics and eye movement.. translated into validated digital biomarkers to support diagnosis and monitoring of Post-Traumatic Stress Disorder, Major Depressive Disorder and Generalized Anxiety Disorder" topconhealthcare.com/article/topc...
topconhealthcare.com
Topcon Healthcare, Inc. makes Strategic Investment in Senseye, Inc. to Advance Mental Health Diagnostics Through Ocular Biomarkers
LA JOLLA, CA — Topcon Healthcare, Inc., a global leader in digital health and ocular data solutions, today announced a strategic investment in Senseye, Inc., a US-based innovator developing the […]
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