Substrate

A digital garden of notes, ideas, and reflections from Doug Belshaw.

Back to the surface

July 2026

67 notes
notes updated 1 min read

Literary Clock using an old Kindle

The great thing about LLMs is that I can point them at blog posts like this one explaining how to jailbreak an old Kindle and turn it into a 'literary clock', then tell them to crack on. With a bit of guidance and troubleshooting they can do stuff that either I would never get round to, or I'd get frustrated by.

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notes updated 1 min read

FIELD STATION is now a officially A Thing

AI summary

Doug has officially launched his new venture, FIELD STATION, along with Tom Watson. The company has been incorporated at Companies House and is now operational, with Doug currently setting up bank accounts and accounting software. He is eager to find clients and encourages interested parties to get in touch.

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ideas updated 1 min read

Using AI to predict the outcome of World Cup games

AI summary

Doug explores the use of AI models to predict World Cup 2026 game outcomes, comparing them to FIFA rankings and human predictions. He notes that while some models show slightly higher accuracy, the differences are not statistically significant, with results ranging from 56% to 65% correct outcomes. The analysis includes a breakdown of performance for various AI models and a human predictor.

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notes updated 1 min read

We can't spend the rest of our lives asking if it's AI or not

AI summary

Doug argues that the focus should not be on whether something is AI or not, but rather on the practical outcomes it produces. He criticises those who fetishise human creativity and misunderstand the role of tools as amplifiers, not causal agents. Doug chooses to live his values and evaluate the difference AI makes in practice, rather than policing its use.

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notes updated 1 min read

Pragmatism: meme version

AI summary

Doug discusses the concept of Pragmatism, highlighting its distinction from the more casual use of the term 'pragmatism', and draws an analogy with Stoicism. He encourages readers to learn about Pragmatism, also referencing Eudaimonia. Doug shares his thoughts alongside an image, which he notes has a charm due to a misspelled word.

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ideas updated 1 min read

5 ways to improve your folk software

AI summary

Doug suggests that individuals can achieve notable results with folk software by utilising five key approaches, including creating specific skills and using tools like batching and test-driven development. These methods enable users to build effective systems with Large Language Models (LLMs). By implementing these strategies, users can improve their overall folk software experience and create more efficient systems.

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notes updated 1 min read

Renewables are providing 112% of UK demand

AI summary

Doug notes that renewables are currently providing 112% of the UK's energy demand, with the excess being exported. According to the data, the UK's electricity generation mix is over 90% renewables, comprising wind, solar, and hydro power. This milestone suggests that the country could potentially run on renewables alone, were it not for the need to maintain gas power for stability purposes.

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ideas updated 1 min read

Adding creativity to artworks

AI summary

Doug discusses a creative example of a user, known as [@honear], who has added a smaller monochrome e-ink display to their colour e-ink canvas to mimic a museum display, providing information about the artwork being shown. This setup allows for a 'museum at home' experience, with a new artwork and accompanying information displayed twice a day. The user's integration pulls artwork from public-domain museums and generates summaries using AI when necessary.

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notes updated 1 min read

Business time

We're not making a big splash about it yet, but yesterday Tom and I met up to discuss FIELD STATION. Today we submitted documents to Companies House to incorporate.

In fact, yesterday was a strange day in that we finalised details for FIELD STATION, I had a bunch of admin to do for Dynamic Skillset, and I met up with Laura and John for the second-to-last WAO close-down meeting.

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reflections updated 1 min read

Forty-five

It's a bit of a coincidence that the main protagonist in both the last book I read and the current book I'm reading are both the same age as me. Our Man in Havana by Graham Greene was absolutely fantastic, and I'm enjoying the modern James Bond novel Solo by William Boyd so far.

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notes updated 1 min read

Seven Social Sins

AI summary

Doug discusses the Seven Social Sins, a list originally compiled by Frederic Donaldson and published by Mohandas Karamchand Gandhi in 1925. The list includes seven key sins, such as wealth without work and politics without principle. According to Doug, Gandhi's grandson, Arun Gandhi, has also referred to these sins as the "Seven Blunders of the World".

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June 2026

110 notes
reflections updated 1 min read

I don't work at the 'intersection' of anything thank you very much

AI summary

Doug discusses the idea that working at the 'intersection' of different fields can be a limiting concept, instead suggesting that his work is more akin to maintaining multiple parallel lines that whisper secrets to him. He draws on his background in Philosophy, History, Education, and Systems Thinking to argue that everything is constructed and that our understanding of the world is subjective. Doug concludes that this realisation is liberating, allowing individuals to define themselves however they like.

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notes updated 1 min read

On hats

AI summary

Doug discusses the theme of hats, sharing two images that complement each other well. One image features a social media post about the difficulties of wearing a hat as someone who doesn't usually wear them, while the other shows a squirrel wearing a poppy flower as a hat. These images are presented together to create an interesting visual comparison.

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notes updated 1 min read

Censorship-resistant, untakedownable websites

AI summary

Doug has explored the concept of creating an 'untakedownable' blog, previously attempting to do so in 2017. He is now interested in OnionPress, a project that enables users to create a censorship-resistant blog with its own permanent address, free from hosting companies and monthly bills. Doug sees the value in having such censorship-resistant tools available, even if not for everyday use.

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notes updated 1 min read

Important. Difficult. Succeeding.

AI summary

Doug discusses a video by Russell Davies, in which Davies recounts visiting Microsoft's campus and being asked by Bill Gates, "What are you working on?". This question prompted employees to ensure their projects sounded important, difficult, and successful. Doug notes that this line of questioning can be a useful audit for thinking about one's work.

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notes updated 1 min read

I wouldn't call myself a 'true believer'

I'm not sure my responses to this series of 29 questions warrant the tag 'true believer' but I haven't looked into the methodology of this 'AI Compass'.

Essentially my position is that AI is more consequential and useful than things like Blockchain, that it should be better regulated, and that it allows most people to do things they weren't able to do before.

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notes updated 3 min read

Discode Inferno

AI summary

Doug has discovered discode.ai, an AI service that prioritises user control and privacy, allowing individuals to choose their preferred rhythm and settings. The service is ecological, private, true, and smart, with transparent terms and conditions that align with EU GDPR regulations. Doug is impressed with discode.ai's performance, particularly its ability to accurately respond to queries, and finds the pricing model to be reasonable and straightforward.

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notes updated 2 min read

Don’t ever learn from experience

AI summary

The note recounts a passage from Graham Greene's Our Man in Havana in which the character Wormold argues that learning from experience leads to ruin, citing examples like Newton and the atomic bomb. He instead advocates for living like a clown, whose unchanging act brings harmless laughter. The author is listening to the audiobook and appreciates Greene's phrasing.

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notes updated 4 min read

TL;DR: it's up to us

AI summary

This note summarizes a video arguing that AI’s effect on wages and inequality depends on political and social choices, not just technology. Drawing on the industrial revolution, it shows that productivity gains alone did not improve living standards until labor movements and redistributive policies intervened. The conclusion emphasizes that ownership of AI and collective action will determine whether its benefits are broadly shared or concentrated among a wealthy few.

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notes updated 9 min read

News Canary: 28 June 2026

AI summary

A weekly compilation of ten "global change signal" stories from the week ending 28 June 2026, covering climate policy, extreme heat, ocean monitoring cuts, Australia's social media ban, carbon tech advances, AI energy footprints, Ethiopia's election, agri-tech in South America, and social media trends. Each story includes a "What happens next?" projection and is selected for scale, impact, novelty, and credibility with a calm, non-hyped tone.

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