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
Fun & play
Holidays/vacations
5 min read

How were your holidays, Molly-Mae?

How to deal with the disappointment of influenced vacations

Susan is a writer specialising in visual arts and contributes to Art Quarterly, The Tablet, Church Times and Discover Britain.

Influencer Molly_Mae poses beside her luggage.
Where next?
@mollymae

The thrill has gone. So gone. Holidays, once the highlight of the year have become bottomless seas of disappointment. When the luxury travel bestowed on influencers like Molly-Mae Hague amounts to “not done one fun thing”, how can holidays become joyful again? 

Travellers’ tales have always dappled dark through the light. Whose heart does not go out to the Wedding Guest, cornered into listening to the Ancient Mariner’s story of seafaring mishaps in Samuel Taylor Coleridge’s poem? Even St Paul found some of his Eastern Mediterranean journeys trying: “in toil in hardship, through many sleepless nights, through hunger and thirst, through frequent fastings, through cold and exposure.” Taking a different tack, Chaucer’s seasoned pilgrim the Wife of Bath, with Jerusalem, Rome and Santiago under her belt, advised seizing whatever opportunities for pleasure your location afforded:  

“I made my visitaciouns, To vigilies and to processiouns, To prechyng eek, and to thise pilgrimages, To pleyes of miracles, and to mariages.” 

Admittedly the scope for miracle plays and marriage proposals is limited in a travel landscape of overcrowded airports beset by delays, ‘lively’ cruises and plane rage. Other people and sky-high expectations are travel’s inescapable bugbears. 

A mother of two who left a Mediterranean cruise early, because of fellow passengers’ drinking and raucous behaviour, according to reports had paid £3,000 for a fortnight’s family holiday. Working out at less than £72 per person, per day it’s difficult to know how the cruise company could cover the costs of providing full board and sailing around the Med, let alone supply staff for the allegedly tardy vomit cleaning on deck.  

Cheap travel always comes at a price. But we wish it didn’t. BBC’s Race Around the World is wildly popular because it presents budget travelling with the tedium edited out, or at least fast forwarded. And with medical teams and security advisers on hand, to protect contestants from serious harm. This is a world away from shoestring travel as we know it: getting transport and arriving at times of day nobody would choose, waiting in the freezing cold or boiling heat and weighing up the loos’ likely state against your growing desperation. Budget airlines let us travel amazing distances at, sometimes, amazing prices, but the hard currency we pay in is time, as protracted boarding, cabin bag size cat-and-mouse at the gate, peripheral runways and middle of nowhere airports, devour the hours.  

But media exhortations to ‘see the world’ and digital nomad lifestyles, regardless of resources, airbrushes this reality away. Except when travellers fall ill having ‘forgotten’ or trimmed travel insurance from holiday budgets. Then their Go Fund Me appeals, complete with hospital bed photo, are treated with derision, echoed by rafts of comments delighting in the misfortune and pain that ‘serve them right’. 

Into this moral soup of self-pity for our own travels’ pitfalls, scorn for those even less successful at having a good time than we are, and envy towards travellers who buy their way free of inconvenience, land influencers such as Molly-Mae and sister Zoe-Rae.  

Instagram’s illusionary nature does not diminish the hard work and talent needed to create an endless stream of beige outfits and bikinis by the pool image

In July Molly-Mae lamented to her 8 million Instagram followers that she had “not done one fun thing all summer”, despite sharing trips to Budapest, Dubai, St Tropez and Disneyland Paris. Notwithstanding flying by private jet, Disneyland Paris was at times “unenjoyable” due to the school holiday weekend crowds, and visitors surreptitiously taking phone photos of the influencer and recently reunited partner, boxer Tommy Fury. A more recent trip to the Isle of Man in a new £86,000 motorhome, acquired by Tommy so their two-year-old daughter Bambi could experience more “normal” holidays, also had its challenges.  The “spontaneous” journey from Cheshire “literally booked the ferry to the Isle of Man an hour before we needed to leave”, was marred by ferry delays, navigating to the camp site, and their toddler’s vocal displeasure at a disrupted routine, resulting in Bambi being “so unhappy”.  

Also in July, Molly-Mae’s fitness influencer sister Zoe-Rae, told her 645,000 followers that Uluwatu in Bali proved so disappointing, she and husband Danny abandoned their anniversary trip after 48 hours. Zoe’s chief lament was the difference between their experience of the resort and what social media had led them to anticipate. “We came here with high expectations... Lovely places to eat and beaches, and lovely gyms and coffee shops. But I don't think the reality of Bali is shown much at all, and I do think it is down to a lot of influencers posting the more luxury side of things.” Zoe’s “lot of research” was not enough to bridge the gap between the reality of being in densely populated Indonesia, ranked an upper middle-income country by the World Bank, with wide income disparity and welcoming up to 16 million tourists this year, and Instagram’s filtered images. 

For sisters who make a very good living from social media, it is intriguing the staged nature of Instagram images did not overly inform their travel decisions. Influencers’ shots of travel perfection come from, sometimes physically, pushing out people and necessities of everyday living from scenes. What is presented as relatable or aspirational is fantasy. 

Instagram’s illusionary nature does not diminish the hard work and talent needed to create an endless stream of beige outfits and bikinis by the pool images. But the aspirational, five-star lifestyle this is supposed to represent feels like something dreamed up by marketing or algorithms, rather than a true representation of individual desires. Influencers’ flurry of bizarrely timed ‘luxury’ travel should be read more as work contracts than recreation. 

Succession creator Jesse Armstrong deliberately created the world of media mogul Roy family to be bland, beige, corporate luxury, with each under-appreciated home around the globe looking like the other. Community, local culture and people other than the Roys go unacknowledged. In an event with Armstrong, former Archbishop of Canterbury Rowan Williams said the phrase “boring as hell” is no accident, and that to live life purely for our own pleasure and gain, without connection to others, is a living hell. 

The rise of ultra endurance sport holidays such as the UltraSwim 33.3 in Croatia, recreating the distance of swimming the Channel, marks a trend for travellers seeking transformation rather than relaxation from time off. Humans evolved through facing challenge and adversity. 

And such transformation is not only the preserve of the sporty. Last year on a tour of eastern Romania’s painted monasteries, a monk showing us Neamt Monastery’s candlelit, skull-filled catacombs said travel taught two things: life is lived in days not years, and to learn to be patient and accepting of each other, however long it took. If Molly Mae’s family fancied taking their new motorhome on eastern Romania’s authentically surfaced roads, discovering the joy in each finite day, and finding locals’ and fellow travellers’ inherent worthiness, rather than irritants to be airbrushed away, that’s a post we could all relate to. 

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