Observations on AI, July 2025

When people criticize AI in general and LLMs in particular, 90% of the time all I hear is “I’m bad at prompting.” Many laymen still treat ChatGPT as a glorified Google search. Custom instructions and asking directly for what you want will get you far.

Just ask. That is the simple key to a lot of good use of AI. If you don’t like the responses, be more clear about what you want. If you don’t know what to ask, just ask the AI to help with the questions or have it literally question you before answering. Easy. Make sure to give it something to work from; context is everything.

Remember back when we got flashlights in our phones? We suddenly realized how often we actually have a need for a flashlight. It feels a bit like that with AIs; you suddenly realize you have many more questions and topics to explore when you can just ask and get good answers without much friction.

While some of us find great value in AI, there is a clear and growing backlash happening, especially when it comes to visuals. We grow tired of visual gimmicks faster and faster (remember Ghibli-style and cutting up glass fruit?) AI/LLMs are not going away, but the resources needed for running all those servers are vast, and growing like crazy..

When people share long threads where they have a ‘dialogue’ with an AI, more often than not it is just as boring as hearing long and intricate stories about their dreams and nightmares. It’s too specific and personal; without the proper context, it’s close to meaningless. And did I mention it’s also boring?

IBM chairman Thomas Watson is perhaps most famous for the (false) quote I think there is a world market for maybe five computers. Some say half-jokingly; Watson was only off by four, but in an AI world, the five can be said to be the handful of frontier AI models fighting for dominion: ChatGPT, Gemini, Grok, Llama, Claude and perhaps a Chinese wildcard.

If a person claims they know what is going to happen with AI in the next 12-18 months, run away as fast as you can. No one knows this in any meaningful detail; a few may know the broad strokes. And those who know the most are busy building it. Far too often, the predictions remind me of the blind people and the elephant, except AI may very well be the whole room rather than just the elephant in it.

(And yeah, I made that image using AI)

Reaching out

Someone said to me; “I will be following from the sideline.” Honestly, I like that thought. (Love to) build it and they will come (maybe). Life is about reaching out, and in some cases, waiting for someone to reach out. Both are good; life is a balance between push and pull, between wanting and waiting. Are you driven toward something or driven away from something? Knowing what you don’t want can be a powerful force because then the outcome is open. There is no fixed goal, so perhaps you’ll discover something unexpected while you run away from the unwanted. Going for a specific goal can be good, but sometimes it will give you tunnel vision. And sometimes you don’t really know what you want. As in many other cases in life, the main thing is to be aware of those different approaches and to consider the balance between actively seeking out things and just letting things happen. In my experience, serendipity is seriously underrated. My work life can be said to be a fairly good example of this. For 25+ years, I have had my own one-man company, and as if by magic, work opportunities have found me at the right pace and at the right time. Something interesting has always come up when I was close to being bored and/or slightly scared. Being self-employed has always felt like freedom with a touch of fear. It may sound like a somewhat passive approach, but no. It has just been the way things worked out. Very privileged, I know. Less than a handful of times have I reached out to get work, and in those cases, it was mainly a desire to work with a specific company. For instance, I’ve been a fan of Bang & Olufsen since I was a teenager, and it was on my bucket list to do some work with them. So I made an active choice to go to Struer and show my work. I did a couple of consultancy jobs there and for a couple of other cool companies along the way. But most of the time, interesting work has come to me, and I am super grateful for that.

Sometimes I need a break from social media, and then I simply stop posting and stay quiet for a while. Sooner or later, a few people will reach out and ask if everything is OK. Those who know me will know that this is normal procedure for me to take breaks and go semi-offline for a week or two. But it is appreciated when people who don’t know me well reach out to check if everything is OK. At one point in my life, I had a feeling that some of my relationships were asymmetrical in the way that it was always me who had to reach out to keep the connection active. So I made a choice to not reach out and then wait and see. Those friendships died in that operation but left space for new ones. All good.

How I look at art exhibits

Maybe you can use my approach; it’s a simple and useful way to sharpen your intuition. Always come to the museum or the show when it opens in the morning. That way, you have optimal energy and openness to take in new things. Start by walking all the way through the exhibition at a fairly high pace. Don’t stop during the walk, but try to notice all the artworks without thinking or judging the pieces. Then, walk back to the beginning. Now you know more about how to pace the visit, but more importantly, you have a sense of where to put your attention. And I think most people will like to know what they are getting into; we like estimated reading times on articles, and we want to know how long that video or podcast is before committing our precious time. There is always way too much to see and take in, especially at the big museums. But I’ve found that my intuition will point me to a handful or two of artworks that deserve a deeper dive. So, more often than not, I will spend 80% of the time on 5-10% of the art. The Tate has a good little piece on Slow Looking, well worth a look. The approach described works well for me; perhaps it’s something to try?

I am generally not interested in knowing the titles of the works or the artists’ intentions or life histories, etc., beforehand. This limits the ability to simply experience the work without prejudice. The most important thing is to experience the works, not sort them into little buckets of “beautiful,” “ugly,” and so on and so forth. Always having a kind of “beginner’s mind” when looking at art is extremely important to me. I know a bit about art history and artists (especially the current Danish ones), but I believe that knowledge can get in the way of having an immediate experience; it can become a case of intellectual connect-the-dots that does nothing for me.

My approach to watching movies is similar; I generally like to know as little as possible before watching. The movies I like are often a bit strange and open to interpretation, so I prefer to be as open as possible. But after watching a good movie, I will often take a dive into analyses and reviews. I will also be happy to take in a good behind-the-scenes feature (something which has sadly been a bit lost with streaming; DVDs often had all that cool bonus material. But often there is stuff to be found on YouTube). Here are some unusual movies that I like.

A few ideas for your next visit to an art museum;

– If you go together with friends or family, split up, at least for some of the time at the exhibit. Then meet up and talk about what you’ve seen; maybe revisit some artworks together. But looking at art is really not a team sport.

– Show up early. Once I went to the Louvre at opening time. Most of the guests headed straight to see you-know-who; I went straight to the furthest corner of the world’s largest museum. A whole hour passed before I met another guest; it was great.

– If you really like the art, try to see if you can go twice to the same exhibit. It can be an extra look through at the end of a one-day visit, but even better to come back at a later date. Once a year or so, I visit Statens Museum for Kunst in Copenhagen to look at new stuff, of course, but also just to revisit some favorite paintings.

– Take lots of photos. It’s impossible to remember all the great stuff you see on an extensive visit to a museum. Today it’s super easy to do an image search later to get more info on the works. So it’s not so much for looking at the art per se, more as a visual diary for later recall and research.

Piece by Piece

As someone who loves both LEGO and Pharrell Williams, it will come as no surprise that I really liked the animated biopic “Piece by Piece“. Pharrell has had a hand in most of the mainstream pop I like from the last 20+ years. I like most of his own work, with one big exception; I really, really can’t stand his massive 2013 hit “Happy“; it makes my skin crawl. But otherwise, he seems like a really nice and cool guy. Certain people seem to have no age; David Bowie comes to mind, and Pharrell is in the same category. He was born in 1973, but listening to him speak and sing, he could be 32 for all I know. And making an autobiography as a $16 million LEGO animated feature film is a crazy idea. But it totally works. They shot all the celebrity interviews the traditional way and then animated the LEGO characters to the soundtrack (great fun to see Snoop Dogg, Gwen Stefani, Jay-Z, Kendrick Lamar, Missy Elliott, Busta Rhymes and many others as LEGO minifigs).

And speaking about the movie with Rick Rubin, Pharrell says something interesting here: “I needed to see myself objectified first to write about myself.” So basically, he had to watch himself as a LEGO minifigure before he could create a song about his own life (the catchy ‘Piece by Piece‘ theme song from the movie).

Here’s the trailer; needless to say, if you are not into Pharrell, it will be a fairly boring movie, even if it is visually quite interesting and some of the jokes are good. One fun aspect is that Pharrell has synesthesia, meaning that he sees music and beats visually in his mind. This is brilliantly done with little LEGO builds in the movie, would have been hard to pull off in a more traditional documentary. Oh, and of course there is an official Pharrell LEGO Spaceship set you can get.

Thank you

This site has already lived up to its purpose. Not many are reading, but as long as the right people are here, that’s all that matters to me. So if you are here, thank you ♥️

The Race

So I was on my bicycle going towards downtown Fredericia. It was a grey and windy day, but I was going at full speed. When I bike, I tend to go fast, or at least as fast as possible, and to be honest, I’m just not a big fan of being overtaken. It especially feels like it’s against the laws of nature when I’m being passed by little old ladies on electric bikes. It just feels wrong somehow, but I have slowly learned to live with it.

As I was entering a very long, even stretch of the bike lane along the harbour and marina section of my route, I vaguely sensed something slowly but surely coming up behind me. I could also sense that it wasn’t a bicyclist; the high-pitched sound was different. I increased my speed a bit, but the person was coming closer and closer. I took a quick glance over my shoulder, and it kinda looked like I was being chased by something resembling a big inverted ice cream cone.

I was a bit confused by this but also determined not to be overtaken, so I increased my speed further. But so did my pursuer, and after a few hundred meters of racing, the ice cream cone crept up on my left side. Both of us were now clearly going at max speed, like two heavy trucks taking way too long to pass each other on the highway. I discreetly looked over to the left while maintaining my maximum speed, sweating, headwind was brutal, heart beating like crazy.

The woman was about the same age as me, dressed in a huge curry/brown-ish jacket with a kind of waffle pattern. The jacket was very wide at the bottom, almost hiding the struggling electric scooter underneath her. So it came down to this: me against the finest low- to midrange e-scooter that Temu has to offer. There may or may not have been smoke coming from the motor of the scooter. But there definitely was smoke coming from the transparent neon green vaping device she was clutching with her left hand. I looked straight ahead, and gave it all I had in me, determined not to let her triumph.

And then it happened; I looked her way, she did the same, and we were locked in eye contact for a few uncomfortable seconds. It felt like the longest time. She was kind of looking right through me with cruel, dead eyes while she let out a big puff of scented smoke and then turned to look straight ahead. And right then and there, I knew that I was beaten; all energy and determination left my body. I knew it, and she knew it too. Something in me broke; I just gave up. Almost like in slow motion, I watched her disappear in the distance while I regained my breath. I am sure she has long forgotten the incident, but I will never forget.

Good luck / Bad luck

Clever quotes from famous people are a mixed bag; most of them sound great on paper and contain some truth, which is why they have stuck around. But then there are a few that touch you, those that ring so true that they can’t be ignored. Sometimes they can change your perspective on the world a tiny bit. Here’s one from the late American author Cormac McCarthy;

“You never know what worse luck your bad luck has saved you from”

No further explanation needed, I guess. Similarly, when you experience something really good, you want it to go on. And when it ends, the first instinct is to feel sorry it didn’t last longer. But as with the bad luck, the good thing could have ended sooner, or it could also not have happened at all.

I’ve found this to be a useful way to think about both good and bad luck.

Go watch some good movies

Here is a list of 50+ movies I like, all dark and red judging by the covers. If you watch a lot of movies, you have surely seen some or most of these. And if you like the ones you’ve seen, there is a fair chance you will like the rest. I would say that the common theme of those movies is transcendence, but judge for yourself. Enjoy!