October 13, 2025
comments at the STM China Symposium
I took part in the STM china symposium ahead of the STM meeting at Frankfurt this year. It was a fantastic meeting and I got a richer view into publishing knowledge china than I’ve ever had before, in such a short period of time. It was so fantastic to see so many representatives form china at the event. This is the slide I presented, ...
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October 12, 2025
Where I am with AI right now - Genies, Bottles, and Capex
My bias In this post I want to pull together my current thinking about AI. There are a few different threads that I want to cover in this post. Bear with me. I am enamoured with technology. There is something here in GenAI and LLMs. I like them. I use them a lot. I have a strong positive bias. I have to guard against that. I probably d...
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October 6, 2025
Things I vibe coded this week.
An explainer for the Nobel Prize announced today: https://claude.ai/public/artifacts/d827fa6c-9f2e-4baa-acfa-223c97474336 A learning tool about microscopes for my son https://claude.ai/public/artifacts/ab93f097-4a09-4ea5-bd9e-01bfa7ce7d31 A learning tool about Samba music for my son, with design feedback from my wife https://claude.ai/...
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September 30, 2025
Verime - a startup to help with researcher identification
"VeriMe provides researchers a secure digital identity that enables verified access without exposing personal data. " from https://verime.coop/ This is interesting because one of the people behind it Laure Haak is the ex director for ORCID. They have a survey out now asking researchers about how they have been verified in scholarly sys...
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September 29, 2025
a reasonable summary post about the span of AI
Harsh Jegadeesan writes up notes form a recent AI focussed TED symposium. https://www.linkedin.com/pulse/ted-ai-vienna-2025-breakthroughs-shaping-our-health-work-jegadeesan-truxe/?trackingId=qJPYVOANYkAI8vPzaiW7gA%3D%3D These are summary notes, but what I liked about the post is the breath of topics brought together in one place. I thi...
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September 25, 2025
how much content is there in the publisher ecosystem
An increasing number publishers are licensing content for AI training. What’s the potential size of the market? CrossRef gives us the data below for the top 80 lenders by CrossRef counts. Now not all of these are going to be papers, but we are just looking for an order of magnitude guess. The total sum of records across these publisher...
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September 24, 2025
more on vibe coding - keep your context window clean.
I recently wrote up some of my own experiences on vibe coding - https://world.hey.com/ian.mulvany/notes-on-vibe-coding-3-what-works-for-me-ab780e02. This post - https://github.com/humanlayer/advanced-context-engineering-for-coding-agents/blob/main/ace-fca.md by https://github.com/dexhorthy gives a much neater explanation of an approach...
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September 18, 2025
London AI in publishing event - Monday the 22nd September
If you are in London and have some free time on Monday, there is an AI in publishing meet-up happening -- 25 Copthall Avenue London EC2R 7BP, from 6pm. https://www.eventbrite.co.uk/e/ai-publishing-collective-ai-in-peer-review-in-person-tickets-1642733864209?aff=oddtdtcreator You can also sign up virtually, but you will have to drink on...
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September 16, 2025
some AI reflections from week 37, 2025 - on human credulity.
Last week I had the opportunity to attend an executive round table on "securing the agent workforce", and then later in the week I had the chance to have lunch with one of the co-founders of one of the hot AI startups, he was doing a tour of London, but is based in the US. The roundtable was organised by HotTopics https://hottopics.ht/...
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September 16, 2025
Kriyadocs podcast episode
I've recently been interviewed on a few podcasts about, of course, AI. I gave the keynote at publisherspeak earlier this year (talk - https://mulvany.net/talks/2025-05-publisherspeak-keynote-london/annotated_talk.html), and soon after sat down with Sowyma, and it was a really fun conversation. https://www.youtube.com/watch?v=4BiZ-8IsEOs
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September 16, 2025
Vibe coding - some reflections.
I wrote three posts about vibe coding this week. https://world.hey.com/ian.mulvany/notes-on-vibe-coding-1-this-is-pretty-amazing-tool-to-help-my-son-learn-about-circles-e849677c - in which I show an app I built for my son. It's neat, and is entirely deployed via a Claude artefact. https://world.hey.com/ian.mulvany/notes-on-vibe-coding-...
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September 16, 2025
Notes on vibe coding 3 - what works for me.
I’ve been doing a ton of vibe coding. A ton. I have a fairly large app that I’ve built with significant functionality. For my money it is as production ready as many things out there. I've been really following two modes - make it as robust as possible vs just make the thing already. For making it as robust as possible I have some patt...
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September 16, 2025
Notes on vibe coding 2 - it can make some amazing mistakes.
Over the summer I was trying to figure out how to share a small flask app that I built. I wanted some colleges to see it, but it was sitting on my hard drive. I had an idea - maybe I could convert this local python app into an Atom app? This would allow my colleagues to efficiently run it as a desktop app. The app has some screens that...
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September 15, 2025
Where will value be created by AI?
The truth is we don't know yet. This morning I read a post by Jerry Normann - https://joincolossus.com/article/ai-will-not-make-you-rich/, arguing that AI is going to be more like shipping containers than like microprocessors, and as a result value creation will be diffuse, will flow to consumers, but will not create any large value fo...
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September 14, 2025
AI research tools - lot's of them, are they being used?
My wife is an academic, her university had a course on about use of GenAI, here are some of the tools that were used on the course: • https://www.humata.ai/ • https://scispace.com/ • https://consensus.app/ • https://www.joinsuperhuman.io/tools • https://scite.ai/ • https://elicit.com/ The founder of https://www.world-brain-scholar.eu/ ...
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September 14, 2025
Notes on vibe coding 1 - this is pretty amazing - tool to help my son learn about circles.
Yesterday I made a mini app for my son to learn about circles. He's 13 and is doing equations for circles in school. I thought I'd tell him about conic sections, and the I thought, could I get an app built that does that. After a little ping ponging between Claude and GPT, I got something pretty neat. You can play with it here - https:...
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August 19, 2025
Can we now detect LLM output?
I have been a strong proponent of the idea that we cannot identify LLM generated text on the basis that I could push any instruction set into an LLM to get it to mock a style, or take specific instructions into account. This post from Adam Day - https://clearskiesadam.medium.com/genai-detection-that-actually-works-edc562581fed, led me ...
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August 2, 2025
Inside OpenAI - interesting blog post by an ex OpenAI staffer
found on 2025–07–12 Reflections on OpenAI by Calvin French-Owen This is an insightful read, but what makes it interesting for me is the question around what abstractions do for us. Here are some thoughts from me. This post inspired me to spend a bit of time this morning learning about Pydantic and FastAPI. I know a lot of python, but I...
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July 20, 2025
better podcast searching
I started listening to an episode of the rest his history this morning about the Irish War of Independence. In the podcast they mentioned that there were some earlier episodes about Ireland and I was quite interested in trying to find them, but the experience of looking through the past episodes on the Podcast app was terrible. So, wit...
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July 16, 2025
Some reflections on my panel at the Royal Society conference on the future of scientific publishing.
On Monday I hosted a panel about how to create infrastructure that can support a trustworthy literature. I had an amazing set of panelists: • Kaitlin Thaney, Executive Director of Invest in Open Infrastructure • Hylke Koers from STM, and one of the leads of the STM integrity Hub • Jimmy Wales, founder of Wikipedia While I am sure that ...
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July 15, 2025
Initial thoughts on the Future Of Scientific Publishing conference held by the Royal Society, or how different meetings can taste quite different.
I’ve been at the Royal Society conference on the future of scientific publishing at the start of this week, and I had the immense pleasure to chair the panel on infrastructure. I want to note my very first impression of the meeting. I have north of 20 pages of notes to work through, and some really interesting recommendations and sugge...
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July 10, 2025
Patterns of agent interaction
This post is a really important one for those of us working in scholarly publishing - https://gradientflow.substack.com/p/a-new-framework-for-ai-knowledge It talks about distinc patters for how we might interact with agents for knowledge work. The post describes the scholar agent, analysis agent, and facilitator agent patterns - go rea...
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July 10, 2025
AI and citation checking
I had a couple of followups to my blog post from last night, so here is a quick update to that post. Dave Flanagan has created a plugin to Simon Willisons llm tool that checks references from LLMs against Crossref https://github.com/DWFlanagan/llm-citation-verifier Chris Reid pointed me towards https://www.undermind.ai/ and https://pla...
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July 9, 2025
Is the "Fake citation" problem a solved problem?
I don't know if you know the Avengers movie from 2012, our hero are defending the city from an alien onslaught, they are in a desperate situation and need to have the help of Hulk, but Hulk's alter ego Bruce Banner arrives on the scene. Captain America says to Bruce "Now might be a really good time for you to get angry" "That's my secr...
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July 2, 2025
Claude now has sharable artifacts
What this means is that you can get Claude to create micro apps or websites, and now share them, and allow people to interact with them. This is a lot of fun, but could also be a productivity hack within organisations. Here are some of the ones liked when looking over them after the announcement. code as art https://claude.ai/artifacts...
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June 10, 2025
Some more interesting links from earlier this year.
Documentation | Kuzu by Kuzu “Kuzu is an embedded graph database built for query speed and scalability. It is optimized for handling complex join-heavy analytical workloads on very large graphs, with the following core feature set: Property Graph data model and Cypher query language Embedded (in-process) integration with applications C...
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May 31, 2025
Interesting links - 31st May 2025
I have continued to collect interesting links but noticed that I've not posted out any since the start of March, so I'm going to work through these over the next few weeks. This is the first batch. Taming LLMs found on 2025–03–02 Can peer review accolade awards motivate reviewers? A large-scale quasi-natural experiment | Humanities and...
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May 29, 2025
Comment on future vision for publishing systems.
I’ve finally gotten around to reading this excellent piece https://scholarlykitchen.sspnet.org/2025/02/27/creating-the-publishing-platforms-that-next-gen-professionals-expect/ I really recommend it. I like this a lot and I don’t have a huge amount to add, other than perhaps these thoughts. There are a lot of potential features offered ...
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May 29, 2025
Where lies the agency in research assessment?
A nice write up of a survey that springer nature conducted asking researchers how they felt about research assessment - https://www.springernature.com/gp/librarians/the-link/research-management-blogpost/research-assessment-insights-6600-researchers/27769018 However where does the agency in research assessment lie? Is it not with resear...
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May 29, 2025
What of super AI scientists?
https://www.nature.com/articles/d41586-023-04043-w Nature reports that deep seek has discovered some results that exceed the ability of people to have created! Hurrah, so now we can sit back and let the AIs take over the act of science? Not so, not so at all. For these devices have no agency, they are just tools. It would be akin to sa...
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