Is it worse to believe too much or doubt too much?
Launching on YouTube tomorrow! www.youtube.com/@adamjkuchar...
@adamjkucharski.bsky.social
Epidemiologist/mathematician. Professor at London School of Hygiene & Tropical Medicine. Author of The Rules of Contagion and The Perfect Bet. Views own. New book Proof: The Uncertain Science of Certainty available now: proof.kucharski.io
Is it worse to believe too much or doubt too much?
Launching on YouTube tomorrow! www.youtube.com/@adamjkuchar...
Science and health are screwed. Or are they? Latest post: kucharski.substack.com/p/science-is...
07.12.2025 14:20 โ ๐ 14 ๐ 2 ๐ฌ 1 ๐ 0I used to think that people use the โweasel word causal inference strategyโ (โour analyses show that X is an important predictor ofโฆโ followed by conclusions that are clearly causal) for the sake of plausible deniability. But Iโm revising that now, because often deniability *isnโt* plausible.>
07.12.2025 09:54 โ ๐ 40 ๐ 2 ๐ฌ 2 ๐ 0What is strange about the value ยฃ21.5 million? My piece on a runaway algorithm, a Christmas mystery and a great bit of reverse engineering insight: kucharski.substack.com/p/a-bit-of-a...
07.12.2025 07:24 โ ๐ 8 ๐ 0 ๐ฌ 0 ๐ 0โWe reveal a troubling trade- off: When AI systems are optimized for persuasion, they may increasingly deploy misleading or false information.โ
www.science.org/doi/epdf/10....
๐จ New in Nature+Science!๐จ
AI chatbots can shift voter attitudes on candidates & policies, often by 10+pp
๐นExps in US Canada Poland & UK
๐นMore โfactsโโmore persuasion (not psych tricks)
๐นIncreasing persuasiveness reduces "fact" accuracy
๐นRight-leaning bots=more inaccurate
Arriving Monday! Subscribe now to keep updated: www.youtube.com/watch?v=LZbr...
05.12.2025 22:53 โ ๐ 12 ๐ 1 ๐ฌ 0 ๐ 0Latest post, testing out Nano Banana on my sonโs adventuresโฆ kucharski.substack.com/p/nano-banan...
05.12.2025 19:29 โ ๐ 4 ๐ 0 ๐ฌ 2 ๐ 0There's probably a more elegant method I'm missing though!
05.12.2025 19:26 โ ๐ 0 ๐ 0 ๐ฌ 0 ๐ 0Without causing a full blown geopolitical crisis, my wife is half-dutch so it's neither...
05.12.2025 09:49 โ ๐ 3 ๐ 0 ๐ฌ 0 ๐ 0My son is having a public health strategy for his packed lunch today.
05.12.2025 08:01 โ ๐ 123 ๐ 10 ๐ฌ 5 ๐ 0If you're an expert in your field but still occasionally feel a tinge of imposter syndrome, just have a look at some of the current ACIP lineup.
04.12.2025 18:57 โ ๐ 122 ๐ 33 ๐ฌ 5 ๐ 31/2
04.12.2025 16:24 โ ๐ 73 ๐ 25 ๐ฌ 6 ๐ 11Share your Christmassy Science!
04.12.2025 12:44 โ ๐ 7 ๐ 2 ๐ฌ 0 ๐ 0To mark Proof being an FT Book of the Year, Iโm giving away 2 copies in run up to Xmas โ prize will go to the quirkiest, funniest, or most interesting Christmas-related science.โจ
Comment below โ most likes by 8th Dec wins (Europe/US only).
To kick things off, here's Galton's 1906 Nature letter:
Just did it geometrically โ write a quick R script to start at the peak point and work out where it hits the GAM confidence interval on either side.
03.12.2025 13:45 โ ๐ 0 ๐ 0 ๐ฌ 1 ๐ 0Had a quick go at fitting a GAM and showing the 95% interval for each 'peak':
03.12.2025 12:16 โ ๐ 15 ๐ 1 ๐ฌ 3 ๐ 0Noisy data + single smoothing curve = overly precise conclusions about where the peaks land.
www.cam.ac.uk/stories/five...
And, of course, we also need confidence that appropriate data will be promptly collected and made available for estimation and/or estimates available for reuse in downstream analysis.
Don't think anyone wants to be digging numbers of a PPT or PDF in the middle of a pandemic.
Good blog which raises some of the questions that the inquiry seems sadly to be missing.
The key point for me is towards the end: if we conclude from COVID-19 that pandemic preparedness is about epidemiological models, PPE, or healthcare capacity, we weren't paying attention.
The UK isnโt prepared for the next pandemic โ and nor are many other countries.
kucharski.substack.com/p/we-arent-p...
It's remarkable how many of the negative online reviews for Proof are because I describe the Jan 2021 riot at the Capitol building as, well, a riot.
You know, that riot we all watched happening in real-time.
There are some serious and strong attempts at revisionism at play these days.
How can we make sense of a noisy, uncertain world?
Iโve spent lots of time writing online about this topic, and speaking in person. So I thought it was time to combine the twoโฆ
Excited to launch soon, thanks to support of TED Fellows.
Subscribe now to stay updated: www.youtube.com/@adamjkuchar...
Fair point โ more downloaded than read.
29.11.2025 22:11 โ ๐ 1 ๐ 0 ๐ฌ 0 ๐ 0Can everyone just stop posting muddled Nano Banana infographics of papers they've read?
Share what *you* think about it!
How can we make sense of a noisy, uncertain world?
Iโve spent lots of time writing online about this topic, and speaking in person. So I thought it was time to combine the twoโฆ
Excited to launch soon, thanks to support of TED Fellows.
Subscribe now to stay updated: www.youtube.com/@adamjkuchar...
It's lucky the UK doesn't have any key industries or services reliant on this kind of immigration.
*checks notes*
Oh...
To mark Proof being an FT Book of the Year, Iโm giving away 2 copies in run up to Xmas โ prize will go to the quirkiest, funniest, or most interesting Christmas-related science.โจ
Comment below โ most likes by 8th Dec wins (Europe/US only).
To kick things off, here's Galton's 1906 Nature letter:
Reminds me of that quote that your inbox is someone else's to-do list.
25.11.2025 08:47 โ ๐ 22 ๐ 1 ๐ฌ 0 ๐ 0Making emails much easier to write and send with AI will make us all more productive, will it?
My inbox says otherwise...