Article
AI
Attention
Culture
5 min read

Will AI’s attentions amplify or suffocate us?

Keeping attention on the right things has always been a problem.

Mark is a research mathematician who writes on ethics, human identity and the nature of intelligence.

A cute-looking robot with big eyes stares up at the viewer.
Robots - always cuter than AI.
Alex Knight on Unsplash.

Taking inspiration from human attention has made AI vastly more powerful. Can this focus our minds on why attention really matters? 

Artificial intelligence has been developing at a dizzying rate. Chatbots like ChatGPT and Copilot can automate everyday tasks and can effortlessly summarise information. Photorealistic images and videos can be generated from a couple of words and medical AI promises to revolutionise both drug discovery and healthcare. The technology (or at least the hype around it) gives an impression of boundless acceleration. 

So far, 2025 has been the year AI has become a real big-ticket political item. The new Trump administration has promised half a trillion dollars for AI infrastructure and UK prime minister Keir Starmer plans to ‘turbocharge’ AI in the UK. Predictions of our future with this new technology range from doom-laden apocalypse to techno-utopian superabundance. The only certainty is that it will lead to dramatic personal and social change. 

This technological impact feels even more dramatic given the relative simplicity of its components. Huge volumes of text, image and videos are converted into vast arrays of numbers. These grids are then pushed through repeated processes of addition, multiplication and comparison. As more data is fed into this process, the numbers (or weights) in the system are updated and the AI ‘learns’ from the data. With enough data, meaningful relationships between words are internalised and the model becomes capable of generating useful answers to questions. 

So why have these algorithms become so much more powerful over the past few years? One major driver has been to take inspiration from human attention. An ‘attention mechanism’ allows very distant parts of texts or images to be associated together. This means that when processing a passage of conversation in a novel, the system is able to take cues on the mood of the characters from earlier in the chapter. This ability to attend to the broader context of the text has allowed the success of the current wave of ‘large language models’ or ‘generative AI’. In fact, these models with the technical name ‘Transformer’ were developed by removing other features and concentrating only on the attention mechanisms. This was first published in the memorably named ‘Attention is All You Need’ paper written by scientists working at Google in 2017. 

If you’re wondering whether this machine replication of human attention has much to do with the real thing, you might be right to be sceptical. That said, this attention-imitating technology has profound effects on how we attend to the world. On the one hand, it has shown the ability to focus and amplify our attention, but on the other, to distract and suffocate it. 

Attention is a moral act, directed towards care for others.

A radiologist acts with professional care for her patients. Armed with a lifetime of knowledge and expertise, she diligently checks scans for evidence of malignant tumours. Using new AI tools can amplify her expertise and attention. These can automatically detect suspicious patterns in the image including very fine detail that a human eye could miss. These additional pairs of eyes can free her professional attention to other aspects of the scan or other aspects of the job. 

Meanwhile, a government acts with obligations to keep its spending down. It decides to automate welfare claim handling using a “state of the art” AI system. The system flags more claimants as being overpaid than the human employees used to. The politicians and senior bureaucrats congratulate themselves on the system’s efficiency and they resolve to extend it to other types of payments. Meanwhile, hundreds of thousands are being forced to pay non-existent debts. With echoes of the British Post Office Horizon Scandal, the 2017-2020 the Australian Robo-debt scandal was due to flaws in the algorithm used to calculate the debts. To have a properly functioning welfare safety net, there needs to be public scrutiny, and a misplaced deference to machines and algorithms suffocated the attention that was needed.   

These examples illustrate the interplay between AI and our attention, but they also show that human attention has a broader meaning than just being the efficient channelling of information. In both cases, attention is a moral act, directed towards care for others. There are many other ways algorithms interact with our attention – how social media is optimised to keep us scrolling, how chatbots are being touted as a solution to loneliness among the elderly, but also how translation apps help break language barriers. 

Algorithms are not the first thing to get in the way of our attention, and keeping our attention on the right things has always been a problem. One of the best stories about attention and noticing other people is Jesus’ parable of the Good Samaritan. A man lies badly beaten on the side of the road after a robbery. Several respectable people walk past without attending to the man. A stranger stops. His people and the injured man’s people are bitter enemies. Despite this, he generously attends to the wounded stranger. He risks the danger of stopping – perhaps the injured man will attack him? He then tends the man’s wounds and uses his money to pay for an indefinite stay in a hotel. 

This is the true model of attention. Risky, loving “noticing” which is action as much as intellect. A model of attention better than even the best neuroscientist or programmer could come up with, one modelled by God himself. In this story, the stranger, the Good Samaritan, is Jesus, and we all sit wounded and in need of attention. 

But not only this, we are born to imitate the Good Samaritan’s attention to others. Just as we can receive God’s love, we can also attend to the needs of others. This mirrors our relationship to artificial intelligence, just as our AI toys are conduits of our attention, we can be conduits of God’s perfect loving attention. This is what our attention is really for, and if we remember this while being prudent about the dangers of technology, then we might succeed in elevating our attention-inspired tools to make AI an amplifier of real attention. 

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Article
Culture
Digital
Film & TV
Work
7 min read

What my film about the prodigal son really means

Our relentless focus on productivity devalues the things that make us human

Emily is designer and animator at the Theos think tank.

An animated man runs through a jungle.
In Sync with the Sun.
Theos.

Watch now

In his 2021 book 4,000 weeks: Time Management for Mortals, Oliver Burkeman observes that an obsession with productivity doesn’t give us more control over our lives, ‘instead, life accelerates, and everyone grows more impatient. It’s somehow vastly more aggravating to wait two minutes for the microwave than two hours for the oven - or ten seconds for a slow-loading web page versus three days to receive the same information by post.’ 

With technologies like artificial intelligence rapidly accelerating our lives, this constant demand to squeeze more into our time is not only limited to the mundane tasks that we have to do and wish we didn’t. It seeps into what we want to do and indeed must do in order to flourish: creating art, spending time in community, and caring for others. The problem is that these things cannot be measured in productivity metrics because they inherently do not function in that way. How do you measure how ‘productive’ a conversation is? Or a work of art? Artists such as Vincent Van Gogh or Emily Dickinson didn’t see their influence in their own lifetime. 

The more we measure our lives in productivity metrics, the more we devalue the things that make us human, ultimately making our lives and the world around us increasingly artificial. This is the basis of my recent film, In Sync with the Sun, which is a short animation about the rhythms of activity and rest that are written into our world, and what happens when an obsession with productivity takes over.  

I wrote the initial script for the film after a period of burnout. I was fully in the “make the most of every second” mindset, which left me feeling exhausted and confused about where my value resides. In response, I began researching the sleep-cycles of various animals and I was liberated by surprising details such as the fact that lions, which we see as mighty and majestic animals, sleep for around 21 hours a day. Even creatures like jellyfish, which don’t even have brains as far as we know, still have cycles of rest. Every living thing thrives in these rhythms of activity and rest, even down to plants and minuscule organisms. Our whole world is built on this pattern, in sync with the sun. Yet for us humans, our rhythms have been broken by technology, leaving us confused about our limitations and what we should do with our short lives.  

The film begins in nature, deep in the jungle where some leopards are sleeping. But the tranquility is abruptly interrupted by the voice-over declaring, “the war against sleep began when artificial broke into the night.” Brilliant white light breaks up the deep blues and purples on screen, until the screen is filled with blinding white. I wanted it to feel like that moment you peer at your phone in the middle of the night - the pain of your pupils trying to adjust. If you think about it, for 99.9 per cent of human history, our eyes would have never had to do that - until now.  

Artificial light wasn’t powerful enough to change that. Instead, it’s given us an unquenchable guilt about how we use our time. 

With his invention of the light bulb, Thomas Edison was determined to banish the night, and the limitations it enforced on us. Edison was known for being fiercely obsessed with productivity and, as a result, was an anti-sleep warrior who believed,

“There is really no reason why men should go to bed at all.”

As someone living a century on, I find it baffling to imagine that humans should eradicate sleep entirely. Perhaps because just 100 years later we are seeing the results that sleep-loss and over-working can have on our physical health and wellbeing. Maybe we cannot supersede nature after all, since we are an embedded part of it. It seems that “Sabbath" rest is written into our world and into our humanity. Artificial light wasn’t powerful enough to change that. Instead, it’s given us an unquenchable guilt about how we use our time. Now we decide when the day ends, so whoever can rest the least wins. 

The battle is still raging; incandescent bulbs only set aflame that root desire to be increasingly productive. The hamster wheel is spinning uncontrollably, and we must keep up. So, what do we do? The attempt to remove the limitations outside of us has revealed that they are in fact inside of us too. Therefore, the only way to keep up is to remove the human from the hamster wheel altogether. The failure of artificial light leads to the birth of artificial minds.  

 As a creative, this is what frustrates me most about artificial intelligence; that it is mostly being driven by this quest to bring everything under the reign of productivity. It goes without saying that this is greatly needed in some areas of society. Just like artificial light, it can and will do a lot of good in the world. However, when the obsession with productivity is prioritised over human flourishing, that’s when we know there is a big problem with how we view our lives.  

Thinking back to the examples of Van Gogh and Emily Dickinson; what is lost when we don’t allow space for artists, carers, mothers, or any skilled role that requires an element of patience? For me personally, I can’t force creative inspiration, instead it comes at me, often at times when I’m not looking for it. Similarly, sometimes that inspiration leads directly to an instant idea, but most often it’s a vague idea I jot down to which later life experiences and opportunities then build onto, forming it into something bigger and more in-depth. This could be compared to a role or situation that requires relationship building. Sometimes there are moments of instant bonding and “productive” progress in relationships, but it’s often more complex where external experiences or changes, which are outside of our control, may unexpectedly deepen understanding between people after long periods of frustration. 

In my animation, I used the metaphor of a butterfly to illustrate this sentiment. After the character realises he is not made for a life of relentless productivity, he steps out of the black and white skyscraper into the lush wilderness. A butterfly lands on his productivity badge and the voice over says, “You’re not a machine.” I imagine the Creator saying this to the loved creation. Creatures like butterflies seem completely unproductive to our human standards. They take weeks to form in the chrysalis and exist in the world for less time than that. Yet they are a source of wonder and beauty for anyone who has the privilege of seeing one up close. A reminder that nature is not in a rush. Where AI is concerned, however, speed and profit are the focus of desire. But looking at the world around us - that we are a part of - it’s clear that not everything can or should be valued by these limiting metrics alone. 

The overarching narrative of In Sync with the Sun is loosely inspired by the biblical story of the prodigal son. The main character has travelled far away from his home in pursuit of success, and he eventually realises that this master does not love him. At the end he comes home again, finding connection in community and in the good rhythm of productivity and rest that he came from. I wanted the film to address the issues that an unhealthy obsession with productivity can cause, and instead evoke a desire to accept and live more in sync with the boundaries and rhythms that are embedded in the natural world we are a part of.  

The film ends with the line, “The only thing that can stay awake is not awake at all.” In the midst of the changing world of AI, humans might be tempted to measure our productivity levels in comparison to these machines. However, technologies always raise the productivity bar higher and higher, and one day we need to accept that we simply aren’t going to be able to reach it. We don’t sit apart from nature like technology does, so let’s stop resenting that, and instead celebrate it. To quote Oliver Burkeman again,  

“the more you confront the facts of finitude instead - and work with them, rather than against them - the more productive, meaningful and joyful life becomes.” 

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