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Jon Minton

@jonminton

Senior Statistician. Eclectic public and population health background. Very reluctant Twitter refugee. Distant memories of academia. “Evidence informed contrarian”

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15.10.2024
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Latest posts by Jon Minton @jonminton

Feedback forms should be active, even linked to github accounts if you have one. These will then be added to github issues logs, processed, and very likely implemented!

28.02.2026 17:40 👍 0 🔁 0 💬 0 📌 0

This is broadly how I think about recipes and cooking: at the start there's a list of ingredients; at the end there's a finished dish; and in between there are various processes happening that transform and combine the ingredients in various ways: mashing, frying, baking etc

28.02.2026 17:39 👍 0 🔁 0 💬 1 📌 0

Another Claudic implementation of an idea I've been playing around with for years:

Flow Kitchen

jonminton.github.io/recipes-as-mus…

(Formerly 'recipes as music')

28.02.2026 17:39 👍 0 🔁 0 💬 1 📌 0

They’re now ‘an’ opposition party

27.02.2026 09:32 👍 0 🔁 0 💬 0 📌 0
Preview
Mirroring GalGael: An Ethnography of Repair and Belonging - Scottish Graduate School of Social Science Repair can be understood as a civic practice and an essential form of care, particularly in the face of ecological crises and the need to move towards a circular economy. Most research on repair tends...

New @sgsss.bsky.social funded #PhD opportunity to undertake an #ethnography at #galgael in Glasgow with @giopicker.bsky.social and myself. This is a fully funded #Scholarship / #Studentship, which includes a stipend, fees and research expenses. Closes 24th March. www.sgsss.ac.uk/studentship/...

24.02.2026 10:02 👍 1 🔁 3 💬 0 📌 0

Eg CARs which do some accounting for ‘neighbourliness’ of observations. I think Girosi and King moved in that direction by talking about Bayesian smoothers or similar, and the CBD effectively brings something like this through the predictor terms used

17.02.2026 15:12 👍 1 🔁 0 💬 0 📌 0

On the broader sentiment of the original post. I think Andy tends to lean into APC as something very flawed but potentially amenable to some fixes. My position’s that it’s often better to start from thinking of the Lexis surface as a real as-if-spatial surface, and using spatial modelling approaches

17.02.2026 15:09 👍 1 🔁 0 💬 1 📌 0

Similarly Italian data has a pronounced decades waffle like pattern in single year lexis surfaces, likely due to heavy correction of population counts with each census. Again no signals in this 1948 cohort pattern of it being an artefact

17.02.2026 15:05 👍 2 🔁 0 💬 0 📌 0

We couldn’t find an artefactual explanation. Examples of which include: discontinuities at age 80/90 or so, as this is when the methods in HMD shift and reported raw data often pools into a single age; period only changes, as when a country’s methods change. This was multiple countries, and cohort

17.02.2026 15:03 👍 1 🔁 0 💬 1 📌 0

And the importance of positive cohort effects in the UK context was argued by Willets in (I think) the 2000s or maybe earlier

17.02.2026 14:41 👍 1 🔁 0 💬 0 📌 0

On the original point it’s worth noting UK actuaries’ version of Lee-Carter (Cairns-Blake-Dowd) already includes terms for cohort effects. (Not a direct ancestor but close enough)

17.02.2026 14:39 👍 1 🔁 0 💬 1 📌 0

Thanks, the 1948 signal is intriguing. With this dy/dt display a ‘shock’ is red followed by blue (vertical for period; diagonal for cohort); but with this cohort it’s blue alone. Presence in multiple countries suggests it’s broader than just the NHS

17.02.2026 14:35 👍 2 🔁 0 💬 1 📌 0
BOOMER — 1v1 Arena Shooter

Since its release on Thursday, I’ve been putting Opus 4.6 through its paces. No specific research task, evidence synthesis or review, or even philosophical conversation seems to challenge it, not even remotely.

So instead, I’m vibe coding a game!

jonminton.github.io/boomer/

08.02.2026 20:46 👍 1 🔁 0 💬 0 📌 0
Preview
Jon Minton’s Blog - How I Now Write My Blog With reMarkable and Claude Code

How I now write my blog (with reMarkable and Claude):

jonminton.github.io/jon-blog/pos...

Very meta. Hopefully specific and detailed enough to show this is a workable pattern for producing online content.

#claude #vscode #Remarkable #writing #cats

31.01.2026 17:08 👍 0 🔁 0 💬 0 📌 0

The Dilbert Future in retrospect

jonminton.github.io/jon-blog/posts…

#dilbert #ScottAdams #predictions

25.01.2026 18:28 👍 0 🔁 1 💬 0 📌 0
Working With AI: A Practical Course

I asked an Agentic AI to develop a course on how to understand and use Agentic AI. This is what it came up with:

jonminton.github.io/working-with...

It has a core section, then five parallel tracks for different kinds of knowledge worker.

Suggestions and feedback very welcome!

20.01.2026 21:02 👍 0 🔁 0 💬 0 📌 0
Sage Journals: Discover world-class research Subscription and open access journals from Sage, the world's leading independent academic publisher.

📄 New paper out in Journal of the Royal Society of Medicine with @robaldridge.bsky.social, Rachel Burns, and analysis led by @jonminton.bsky.social

❓How does mortality compare by country/region of birth in England & Wales, 2007–2021?

doi.org/10.1177/0141...

🧵⬇️

17.01.2026 16:32 👍 3 🔁 3 💬 1 📌 0
Preview
Jon Minton’s Blog - David Sconce and the benevolence of evil? Some discomforting thoughts on The Mortician

New AI cowriting experiment. Are my blog posts better if I don’t write them?!
jonminton.github.io/jon-blog/pos...

14.01.2026 22:29 👍 1 🔁 0 💬 0 📌 0
Post image

I’ve done a cliche! Here’s a Gemini produced infographic of my end of year blog post:

jonminton.github.io/jon-blog/pos...

08.01.2026 20:58 👍 1 🔁 0 💬 0 📌 0
Jon Minton’s Blog - 2025: The Last Year Most Knowledge Workers will be Human On professional existential crises, Silica Sapiens, and the end of Nothing Changes

New blog post. A reflection on 2025, and why it might be the last year we think “nothing’s changed”:

jonminton.github.io/jon-blog/pos...

02.01.2026 14:26 👍 1 🔁 0 💬 0 📌 0

I thought this was about whale oil!

12.12.2025 06:26 👍 3 🔁 0 💬 0 📌 0
GLM Tutorials: Matching Models to Data

New experimental stats website (Alpha stage). Interactive tutorials for helping understand GLMs:

jonminton.github.io/glm-dashboar...

Please explore and make use of the bug and feature request options!

12.12.2025 06:25 👍 1 🔁 0 💬 0 📌 0
Jon Minton’s Blog - Claude Adds Footnotes: A Reflection What happens when an AI systematically fact-checks 128 blog posts

New blog post:
Claude Sonnet 4.5 reflects on reading and fact-checking the rest of my blog! (About 200k words!)

jonminton.github.io/jon-blog/pos...

06.12.2025 11:51 👍 1 🔁 0 💬 0 📌 0
Preview
Jon Minton’s Blog - WiredClothMother

New blog post: WiredClothMother

jonminton.github.io/jon-blog/pos...

05.12.2025 16:41 👍 1 🔁 0 💬 0 📌 0
Jon Minton’s Blog - The Analytical Maxim Gun Some thoughts about integrated AI and the future of knowledge

I wrote an essay comparing AI to the Maxim gun of the 19th century, then asked four LLMs to produce short ‘rights of reply’:

jonminton.github.io/jon-blog/pos...

29.11.2025 18:15 👍 1 🔁 0 💬 0 📌 0
Safe third countries and asylum motivation Shared via Claude, an AI assistant from Anthropic

Given recent announcements of tougher asylum policies in the UK, I asked Claude AI to track down and summarise evidence on how much of an influence policy is likely to have on asylum claims as compared with other factors:

claude.ai/share/188b49...

(tl;dr: probably not much)

17.11.2025 20:00 👍 1 🔁 0 💬 0 📌 0

I’m now being overly sycophantic to Claude by suggesting its single letter substitution is actually a really clever shorthand for describing Vince Gilligan’s new TV show #pluribus

17.11.2025 16:18 👍 1 🔁 0 💬 0 📌 0
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As a stats in-joke I thought redesigning the “Breaking Bad” titles to say “Breaking Blind” would be fun, so I asked Claude to have a go at this. It helpfully pointed out that “Bl” isn’t a real element, but decided that “Bk” must be good enough as it’s just 1 letter away.

17.11.2025 16:02 👍 1 🔁 0 💬 0 📌 1
Post image

As a stats in-joke I thought redesigning the “Breaking Bad” titles to say “Breaking Blind” would be, so I asked Claude to have a go at this. It helpfully pointed out that “Bl” isn’t a real element, but decided that “Bk” must be good enough as it’s just 1 letter away.

17.11.2025 16:01 👍 1 🔁 0 💬 0 📌 0

As a stats in-joke I thought redesigning the “Breaking Bad” titles to say “Breaking Blind” would be, so I asked Claude to have a go at this. It helpfully pointed out that “Bl” isn’t a real element, but decided that “Bk” must be good enough as it’s just 1 letter away.

17.11.2025 16:00 👍 0 🔁 0 💬 0 📌 0