Article
AI - Artificial Intelligence
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. 

Join with us - Behind the Seen

Seen & Unseen is free for everyone and is made possible through the generosity of our amazing community of supporters.

If you’re enjoying Seen & Unseen, would you consider making a gift towards our work?

Alongside other benefits (book discounts etc.), you’ll receive an extra fortnightly email from me sharing what I’m reading and my reflections on the ideas that are shaping our times.

Graham Tomlin

Editor-in-Chief

Review
Culture
Film & TV
Language
Music
6 min read

The Phoenician Scheme - opening the mind to wider horizons

How Wes Anderson's new film helps us widen our vision to a bigger world

Oliver is a Junior Research Fellow at Pembroke College, Oxford, writing and speaking about theology and AI.

Characters from a Wes Anderson film sit in a stylish plane interior.
Benicio del Toro and Mia Threapleton star.

Wes Anderson’s latest film – The Phoenician Scheme – has caused as much confusion amongst critics and viewers as it has the usual delight. It tells the story of Anatole – Zsa-Zsa – Korda, his mad-cap business scheme across an imagined near-Eastern world, and his growing relationship with his daughter (apparently), Liesl, a novitiate nun. There are the usual Anderson-ian tropes and characters, with superb cameos by Tom Hanks, Richard Ayoade, and Benedict Cumberbatch (worth watching in itself), and a real star turn for the young Liesl, Mia Threapleton.  

I first watched it on a transatlantic flight (viewer advisory: there are several scenes in rickety planes). I was hooked from the first moment. Why? Not just the usual Anderson style and panache and dead-pan weird story and acting. It was the music. Anderson himself first trained as a musician. It shouldn’t be a surprise that amidst the rest of Anderson’s meticulously designed and curated world the music should carry so much meaning.  

The opening scene (no spoiler, it’s in the trailer), involves the burning wreckage of a plane (viewer advisory). There are birds – crows, hovering. And from the wreckage, bloodied but unbowed, emerges Korda. We hear from a voiceover that this is by no means the first assassination attempt he has survived. It won’t be his last. But the music at this precise point? It is a dark and brooding short melodic fragment. Does this portray a dark and brooding – evil, even – presence in the main character? Indeed, this dark melodic fragment follows Korda around the whole film, a leitmotif.  

But far from it. And this is what delighted me and hooked me. Because this isn’t just any old dark and brooding melodic fragment. It is the opening notes of Stravinsky’s magnificent ballet score, his first hit for the Russian impresario in Paris, Diaghilev and his ‘Ballets Russes’, The Firebird. Now here’s the fun thing. If you know the ballet, you know that it is the magic of the firebird’s feather which brings new life out of death in the ballet’s wonderful conclusion. And that is because the Firebird story itself is based on another mythical bird-creature – the phoenix (remember the title of the movie). The mythical phoenix is a bird which cyclically dies in flames, only to be reborn from the ashes to new life. So immediately, even though all we can see is the burnt-out wreckage of a plane, what we might think to ourselves if we know our Stravinsky, is that perhaps what this melodic fragment signifies, far from a brooding menacing presence, is someone who is constantly going to reemerge from the ashes to new life. In fact, I immediately felt I would be surprised if that wouldn’t happen. Korda himself says at a certain point ‘I won’t die, I never do’. Just from a musical fragment, the whole story can be seen in one glimpse.  

There are two other Stravinsky ballets which Anderson skilfully deploys (although less intrusively than the Firebird theme): the joyous whirligig of the opening of Petrushka, and the searing epilogue of the ballet Apollo. Now the Petrushka music does seem to be associated with another character, just like Firebird is associated with Korda. In the movie, Petrushka appears in two moments of significance for Liesl, (apparently) Korda’s daughter, the novitiate nun (and therefore herself already intimately associated with music – The Sound of Music). But the telling thing here is that, unlike Firebird, Petrushka (the ballet) doesn’t end well for its eponymous puppet-hero. Petrushka is killed by another puppet, with only a fleeting appearance at the end as a ghost. So the music of the ballet of Petrushka, despite the excerpt we hear being full of joyousness and innocent youthful energy, and its association with Liesl, suggests that her journey in the film is going to go in a very different direction to the convent of her initial intentions. Once again, knowing the music and the whole pattern of it can foretell an entire history that will unfold, even just from a mere fragment.  

Now the next thing that is so fascinating here is the combination of Stravinsky and Wes Anderson. Stravinsky wrote several ballet scores for the ‘Ballet Russes’ and Diaghilev in the glamour of Paris of the 1920s and 1930s (amongst other famous ones are The Rite of Spring (which caused a riot), Orpheus, and Pulcinella). They are highly stylised pieces, often returning to Classical ideas and tropes (musically, as well as in theme), presenting stylised and formal dances, tableaux. And whilst all these descriptions could be applied to Anderson’s films, The Phoenician Scheme itself presents a series of quirkily introduced tableaux, with their own distinctive characters and settings. And, in the concluding scene, set in a theatre, all the characters are present all at once. A miniature mechanical device representing all of Korda’s business interests appears on a stage. And the music at that point? The opening movement of Pictures at an Exhibition (by Mussorgsky, a Russian composer from the generation before Stravinsky), music which presents its own series of musical tableaux. Artistic tableau, musical tableau, ballet, and now film presented as a series of tableaux all coming together in Anderson’s fertile imagination.  

But there is one last thing that is fascinating for us in this presentation of music and art and film and plot. There is a much earlier precursor for the technique I referred to above, of one musical fragment potentially carrying with it the implication and meaning of the whole work. That earlier precursor for this technique is found in the New Testament. The authors of the New Testament, especially Paul, were saturated in the texts which we now call the Old Testament, or what they thought of as their Scriptures (just as, we might say, Anderson is clearly saturated in Stravinsky). Scholars think the New Testament writers assumed a familiarity with those Scriptures in the hearers and readers of their new writings, or, alternatively, they were helping their hearers and readers newly think and imagine along the lines set out in the Scriptures. Time and again, as Richard Hays masterfully showed (in Echoes of Scripture in the Letters of Paul, and Echoes of Scripture in the Gospels), the authors resort to a technique called metalepsis. That is, in quoting or near quoting a few words or a phrase from their Scriptures, not only are the hearers/readers meant to understand that it is a quotation, but to import the sense of the entire passage or even book from which that miniature quotation emerges. It was Richard Hays’s groundbreaking work on this literary hermeneutical aspect which caused a sensation in New Testament studies in the 1980s and 1990s when it first emerged, because it opened up whole new lines of interpretation, without any question remaining about their veracity. What it means is that, as we read the New Testament, we have constantly to be aware of what Scriptures the writer had in mind, either consciously or semi-consciously, in order to allow that thought-world to permeate our reading. It is a reminder, whatever we are reading or watching or listening to, never to be too reductive about our own cultural horizons when we approach such a text, but to be listening and open and willing to be enlarged by the life-world of the text before us, as the great philosopher Paul Ricoeur used to say.  

Support Seen & Unseen

Since Spring 2023, our readers have enjoyed over 1,500 articles. All for free. 
This is made possible through the generosity of our amazing community of supporters.

If you enjoy Seen & Unseen, would you consider making a gift towards our work?

Do so by joining Behind The Seen. Alongside other benefits, you’ll receive an extra fortnightly email from me sharing my reading and reflections on the ideas that are shaping our times.

Graham Tomlin
Editor-in-Chief