Review
Books
Culture
Digital
4 min read

Filterworld: algorithmic anxiety is flattening our culture

The rule of vanilla lets our unfeeling gadgets decide what’s best for us.

Simon is Bishop of Tonbridge in the Diocese of Rochester. He writes regularly round social, cultural and political issues.

A podcast guest speaks in front of a mic.
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Sebastian Pandelache on Unsplash.

Here’s another diagnosis to add to modern malaise: algorithmic anxiety.  It’s described by Kyle Chayka in his excellent book Filterworld (Heligo Books, 2024) as the: 

 …awareness that we must constantly contend with automated technological processes beyond our understanding and control, whether in our Facebook feeds, Google Maps driving directions, or Amazon product promotions. 

We don’t understand algorithms.  Even if we did, we wouldn’t know how they actually work on us as every tech company keeps it a secret, lest competitors learn from them.  This has led to the algorithm becoming the century’s newest bogeyman, a phantom we can reference in conversation to make us sound tech savvy and culturally knowing even while we remain in the dark. 

‘Algorithmic has become a byword for anything that feels too slick, too reductive, or too optimised for attracting attention’.   

Kyle Chayka

One of the oddest outcomes of the ascendency of the algorithm is the seemingly diametric effects on politics and culture.  In politics it has polarised people, sorting us into opposing camps and then ensuring we hear only good things about our ‘side’ and only maddening things about the ‘opposing’ side.  Instead of calmly listening to a different view, we hurl insults, as performative as Prime Minister’s Question Time and about as enlightening. 

Something different is happening with culture.  Here, the algorithm makes culture more homogenous; in the words of Kyle Chayka, it is ‘flattened’.  The basic rule of what he calls Filterworld is that ‘the popular becomes more popular, and the obscure becomes even less visible’.  It is a strange re-mix of Jesus for the digital age: ‘to all those who have, more will be given…but from those who have nothing, even what they have will be taken away. 

The life of an Instagram post is said to be determined in the first five minutes.  If it has engagement, it can be sure of more; if it gets none, it will sink.  Visibility on social media is vital for artists of all kinds, because this is where all publicity begins.  Artists try and game the system, figuring out what kind of content the algorithm will promote.  In the process, their creative expression is subtly compromised.  People begin to write in a style that gets attention, and what gets attention is decided by the algorithm.  Those who tweet will know how the short, pared back medium starts to influence their life away from X. Musicians know that art which is safe and mainstream – the public’s crowded middle where performers like Ed Sheeran have thrived – is likely to succeed.   

‘Much of culture now has the hollow, vacant feeling of having been made by algorithm’ according to the cultural commentator Dean Kissick.  Chayka observes that: ‘algorithmic has become a byword for anything that feels too slick, too reductive, or too optimised for attracting attention’.   

It is often at the margins that breakthroughs emerge; art that makes us see this world in a new and divine light.   

There is a valid counter to this development.  Previously, what we read, heard and saw as cultural consumers was determined by a small set of experts who filtered content for us.  These experts were often drawn from a narrow section of society who inevitably brought their own biases to bear.  While this may be true, it is hardly a triumph for the public to have an unfeeling gadget decide what’s best for them, based on what we have liked before and what seems to appeal to most people.  At the ice cream vendor, this is like reaching for vanilla every time.   

The truth is, in necessarily surrendering to the algorithm (for what alternative is there online?) we miss huge volumes of culture that might appeal to us.  It is about as effective as deciding what sea life we like based only on what pops up to the surface of the water. 

The best art is not always the most popular and there is a risk that the divine spark of invention that the creator God has placed within each of us – the unlimited potential of being made in the image of God – will not be fanned into existence as often as it could be.  Chasing likes is no substitute for patient inspiration.  It is often at the margins that breakthroughs emerge; art that makes us see this world in a new and divine light.   

‘Behold, I am making all things new’ says the one who sits on the throne in Revelation.  That algorithms are making all things similar is the reality we are learning to live with. 

Snippet
AI
Culture
Digital
Sustainability
3 min read

AI Barbie: does anyone think about destruction?

We choose waste and consumption over stewardship.

Jean is a consultant working with financial and Christian organisations. She also writes and broadcasts.

An AI generated image of a Barbie-like Toy
AIn a Barbie world.

If you spend any time on any social media platform you would have probably seen the ChatGPT Barbie trend. Resembling packaged toys, the AI depicts you like a doll or action figure. At first, I thought I was only seeing it because of the LinkedIn algorithm. But then I started to see articles in my feed from mainstream media outlets teaching people how to do it.  

Generally, speaking, I am not a trend follower. I am one of those annoying people who doesn’t get involved with what everyone is doing just because everyone is doing it. Thankfully, I don’t suffer from FOMO (the Fear Of Missing Out) and I don’t think I am swayed much by peer pressure. But I like to stay informed about what is going on. So I can have something to talk about when I meet people in new settings and to remain relevant. So, when this started popping up in my feeds, I investigated it, and I was pleasantly surprised. 

I am not anti-AI. I have embraced and seen the benefits of AI in my own life (this sounds a bit weird, but I think you get my point). I understand and accept that it will, can and has improved productivity and creativity. I use ChatGPT all the time for social media content and captions, brainstorming, titles for articles, coding problems, research and language translations.  

But like many, I have long been sceptical about the growth of AI use and the viability of its long-term sustainability. I wouldn’t describe myself as a climate warrior, but I do believe that we have a responsibility to ourselves and the generations after us to use the finite resources of the planet frugally. The AI-powered Barbie trend throws that out of the window.  

The current Trump administration has facilitated a shift away from ESG (environmental, social and governance) targets in the world of business. For the most part, the criticism of this in the media (social and mainstream) has been focused on DEI targets. But perhaps, in the face of slow economic growth and because this began before the Trump administration took office, the move away from environmental targets or what I would call environmental stewardship, or frugality has received limited coverage.   

I have never understood why proponents of the climate emergency, have made themselves bedfellows and in some cases, wholehearted supporters of the AI revolution. A typical data centre uses between 11-19 million litres per day water just to cool its servers, that’s the equivalent of a small town of 30,000-50,000 people. The International Energy Agency (IEA) predicts by 2030 that there will be a doubling of electricity demand from data centres globally equating to slightly more than the entire electricity consumption of Japan. This growth will be driven by the use of AI in the US, China, and Europe. That’s why vocal support of the climate emergency and advocating escalated transition to AI, as is the position of the UK government, currently seems paradoxical to me.  

This isn’t hyperbole, Sam Altman, CEO of Open AI recently tweeted asking folks to reduce their use of the ChatGPT’s image generator because Open AI’s servers were overheating.  

That is why I have been pleasantly surprised, by some of coverage on the Barbie trend. Arguments are now being made more loudly about the true cost of unlimited AI expansion.  

I am not against progress or AI expansion entirely, and I have some support for the argument that governments have pursued net zero policies at a rate that is impractical, expensive and unviable for the average consumer in Western democracies. However, the Barbie trend reveals our tendency to choose waste and consumption for fleeting pleasure. For many of us, we have probably just thought, ‘It’s just a bit of harmless fun’. But the truth is it isn’t, it’s just that we can’t see the damage we are doing to the environment. That’s without going into the financial and privacy costs associated with the AI revolution. It really is a case of that age old adage, ‘Out of sight, out of mind’.  

The challenge is now that we know, what do we do? Do we continue to be part of wasteful AI trends? Or do we use AI to add value, increase productivity and solve problems?  

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