About Reflections from a Nerd

Reflections from a Nerd is an independent publication about the widening gap between fast-moving technology and slow-moving institutions.

I write about artificial intelligence, bureaucracy, democracy, education, work, geopolitics, truth and ethics. And, when reality becomes too predictable, there is Quantum Spielerei: attempts to make the deeply strange world of quantum physics understandable without pretending that it has suddenly become less strange.

There is, however, something else you should know about this publication.

A substantial part of it is made with AI.

Not just spelling corrections, summaries or the occasional suggestion for a better headline. AI is deeply involved in the research and writing process.

And that is intentional.

I am the AI director

I’m Dirk, a retired IT professional who spent several decades watching computers become dramatically more capable while the organizations surrounding them often changed at a rather more leisurely pace.

That probably explains much of what you find here.

It also explains how I work.

I choose the subjects. I decide which questions seem worth asking. I determine the initial perspective and the argument I want to investigate. Sometimes that begins with an irritation, sometimes with something I have read, sometimes with an observation that doesn’t quite fit the conventional explanation.

Then AI goes to work.

I use it to search for background material, studies, statistics, historical examples and opposing arguments. I ask it to compare sources, challenge assumptions and find holes in my reasoning. It helps structure the argument and, increasingly, does much of the actual writing.

So no, I am not sitting behind my Mac painstakingly composing every sentence you read here.

I don’t think pretending otherwise would make the ideas any more valuable.

My role has gradually become something different: AI director rather than traditional author.

I decide where we are going. AI helps explore the territory.

But who is actually thinking?

That question is more interesting.

If I start with the proposition that universities have become too bureaucratic, for example, it would be very easy to ask AI to produce twenty arguments proving that I am right.

That isn’t particularly useful.

Instead, I can ask it to investigate whether the proposition is actually supported by evidence, find researchers who disagree with it, look for counterexamples, expose weak reasoning and tell me where an argument goes too far.

Quite often the original idea changes along the way.

Sometimes considerably.

That is one of the things I find most interesting about working this way. AI isn’t simply a very fast ghostwriter. Used properly, it becomes a sparring partner, research assistant, critic and editor rolled into one.

The final perspective is nevertheless mine because I decide what survives that process.

I choose what gets published, what gets deleted, what needs more research and what still doesn’t convince me. I rewrite passages, change emphasis, reject arguments and sometimes send an entire draft back because, despite being perfectly polished, it is painfully boring.

AI can influence my thinking.

It doesn’t get the final vote.

One curious person, considerably amplified

There is another reason I work this way.

The subjects that interest me are far too broad for any individual to master.

One week I may be looking at European regulation, the next at university research, autonomous vehicles, political institutions or the peculiar behaviour of entangled particles.

I am obviously not an expert in all of them.

AI doesn’t magically make me one.

What it does provide is intellectual leverage.

A single curious person can now explore a question with something resembling a small research team: searching widely, following references, comparing competing explanations, testing arguments and producing several versions of a text before breakfast.

That changes what an individual publication can be.

Reflections from a Nerd is partly an experiment in discovering how far that leverage can be pushed.

What you’ll find here

Most of the essays start with something that bothers me because the conventional explanation seems incomplete.

Why do institutions accumulate rules much more easily than they remove them? Why can technological systems improve at extraordinary speed while political and administrative systems become increasingly difficult to change? Why do organizations created to solve problems sometimes become primarily occupied with perpetuating themselves? What happens to education when access to knowledge stops being scarce? What happens to expertise when AI can suddenly wander across disciplines?

And occasionally: what on earth is an electron actually doing?

I don’t expect every reader to agree with my answers.

I’m not entirely sure I agree with all my earlier answers either.

The point is to examine systems, challenge comfortable assumptions and occasionally push an argument far enough that its weaknesses become visible.

And who is responsible when it is wrong?

Me.

AI systems can invent facts, misunderstand sources, miss context and produce wonderfully confident nonsense. Humans have demonstrated similar abilities for quite some time.

When an argument depends on data, research or law, I try to trace it back to reliable sources. When something important is wrong, I correct it.

But ultimately the distinction is simple.

AI can research the article.

AI can challenge the argument.

AI can write the sentences.

I decide to publish them.

So if something on Reflections from a Nerd is brilliant, provocative, misguided or spectacularly stupid, don’t blame the machine.

The director approved the final cut.

Welcome to Reflections from a Nerd.