Article
AI - Artificial Intelligence
Community
Culture
Education
5 min read

Artificial Intelligence needs these school lessons to avoid a Frankenstein fail

To learn and to learn to care are inseparable

Joel Pierce is the administrator of Christ's College, University of Aberdeen. He has recently published his first book.

A cyborg like figure opens the door to a classroom.
AI in the classroom.
Nick Jones/Midjourney.ai.

Recent worries expressed by Anthropic CEO, Dario Amodei, over the welfare of his chatbot bounced around my brain as I dropped my girls off for their first days at a new primary school last month. Maybe I felt an unconscious parallel. Maybe setting my daughters adrift in the swirling energy of a schoolyard containing ten times as many pupils as their previous one gave me a twinge of sympathy for a mogul launching his billion-dollar creation into the id-infused wilds of the internet. But perhaps it was more the feeling of disjuncture, the intuition that whatever information this bot would glean from trawling the web,it was fundamentally different from what my daughters would receive from that school, an education.  

We often struggle to remember what it is to be educated, mistaking what can be assessed in a written or oral exam for knowledge. However, as Hannah Arendt observed over a half century ago, education is not primarily about accumulating a grab bag of information and skills, but rather about being nurtured into a love for the world, to have one’s desire to learn about, appreciate, and care for that world cultivated by people whom one respects and admires. As I was reminded, watching the hundreds of pupils and parents waiting for the morning bell, that sort of education only happens in places, be it at school or in the home, where children themselves feel loved and valued.  

Our attachments are inextricably linked to learning. That’s why most of us can rattle off a list of our favourite teachers and describe moments when a subject took life as we suddenly saw it through their eyes. It’s why we can call to mind the gratitude we felt when a tutor coached us through a maths problem, lab project, or piano piece which we thought we would never master. Rather than being the pouring of facts into the empty bucket of our minds, our educations are each a unique story of connection, care, failure, and growth.  

I cannot add 8+5 without recalling my first-grade teacher, the impossibly ancient Mrs Coleman, gazing benevolently over her half-moon glasses, correcting me that it was 13, not 12. When I stride across the stage of my village pantomime this December, I know memories of a pint-sized me hamming it up in my third-grade teacher’s self-penned play will flit in and out of mind. I cannot write an essay without the voice of Professor Coburn, my exacting university metaphysics instructor, asking me if I am really saying what is truthful, or am resorting to fuzzy language to paper over my lack of understanding. I have been shaped by my teachers. I find myself repaying the debts accrued to them in the way I care for students now. To learn and to learn to care are inseparable. 

But what if they weren’t? AI seems to open the vista where intelligences can simply appear, trained not by humans, but by recursive algorithms, churning through billions of calculations on rows of servers located in isolated data centres. Yes, those calculations are mostly still done on human produced data, though the insatiable need for more has eaten through most everything freely available on the web and in whatever pirated databases of books and media these companies have been able to locate, but learning from human products is not the same as learning from human beings. The situation seems wholly original, wholly unimaginable. 

Except it was imagined in a book written over two hundred years ago which, as Guillermo del Toro’s recent attempt to capture that vision reminds us, remains incredibly relevant today. Filmmakers, and from trailers I suspect Del Toro is no different here, tend to treat the story of Frankenstein as one of glamorous transgression: Dr Frankenstein as Faust, heroically testing the limits of human knowledge and human decency. But Mary Shelley’s protagonist is an altogether more pathetic character, one who creates in an extended bout of obsessive experimentation and then spends the rest of the book running from any obligation to care for the creature he has made.  

It is the creature who is the true hero of the novel and he is a tragic one precisely because his intelligence, skills, and abilities are acquired outside the realm of human connection. When happenstance allows him to furtively observe lessons given within a loving, but impoverished family, he imagines himself into that circle of growing love and knowledge. It is when he is disabused of this notion, when the family discovers him and is disgusted, when he learns that he is doomed to know, but not be known, that he turns into a monster bent on revenge. As the Milton-quoting monster reminds Frankenstein, even Adam, though born fully grown, was nurtured by his maker. Since even this was denied creature, what choice does he have but to take the role of Satan and tear down the world that birthed him? 

Are our modern maestros of AI Dr Frankensteins? Not yet. For all the talk of sentient-like responses by LLMs, avoiding talking about distressing topics for example, the best explanation of such behaviour is that they simply are mimicking their training sets which are full of humans expressing discomfort about those same topics. However, if these companies are really as serious about developing a fully sentient AGI, about achieving the so-called singularity, as much of the buzz around them suggests, then the chief difference between them and Frankenstein is one of ability rather than ambition. If eventually they are able to realise their goals and intelligences emerge, full of information, but unnurtured and unloved, how will they behave? Is there any reason to think that they will be more Adam than Satan when we are their creators? 

At the end of Shelley’s novel, an unreconstructed Frankenstein tells his tale to a polar explorer in a ship just coming free from the pack ice. The explorer is facing the choice of plunging onward in the pursuit of knowledge, glory, and, possibly, death, or heeding the call of human connections, his sister’s love, his crew’s desire to see their families. Frankenstein urges him on, appeals to all his ambitions, hoping to drown out the call of home. He fails. The ship turns homeward. Knowledge shorn of attachment, ambition that ignores obligation, these, Shelley tells us, are not worth pursuing. Will we listen to her warning? 

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Review
Books
Culture
Digital
Leading
5 min read

How a card game, going off-grid, and a great teacher, shaped Bill Gates

A new biography explores the man who shaped the digital decades

Krish is a social entrepreneur partnering across civil society, faith communities, government and philanthropy. He founded The Sanctuary Foundation.

Bill Gates talks from behind a table with a small sign bearing his name.
Bill Gates.
European Parliament, CC BY 4.0, via Wikimedia Commons

It is hard to find Bill Gates the man behind Bill Gates the tech billionaire. The founder of Microsoft is consistently portrayed in the media solely through the lens of wealth, influence and innovation, and with good reason. For decades he has ranked one of the richest men in the world with a net worth of around $113 billion, and his most recent operating system running on over 400 million devices around the world.  

But in the first instalment of his planned three-volume biography Bill Gates reveals something of his personal story - of the rituals, coincidences and relationships that have shaped the man who, like it or not, is shaping all our lives

As someone who grew up riding the wave of the technological revolution of the 1970s, 80s and 90s, I found Bill Gates’ deeply personal portrait particularly fascinating. But the themes of his book resonate even wider - the way he talks about relationship and risk, inclusion and inspiration, memory and morals, are poignant however much time you spend on your computer and however much money you have in your pocket.  

Hearts with Grandma shaped Gates’ childhood 

The powerful influence of Gates’ family, particularly his grandmother, is unmistakable. The biography opens and closes with the woman who called him “Trey,” recognizing his place as the third William Henry Gates in the family. Their close bond developed over the card table, where Gates sat in awe of her mental sharpness. Even into old age she regularly beat him at her favourite game, Hearts. It’s likely not a coincidence that this game made it into Microsoft’s early operating systems: Gates’ way of sharing something of his grandmother with the world. But Hearts was more than a card game. It symbolises the space Gates was offered to learn strategy, logic and focus. It was a levelling of the playing field across generations and an opportunity to discover and refine his sense of identity, competition and connection.  

I found myself reflecting on my own childhood, and those long dark evenings playing Carrom and Rummikub with my mum, at least until I was seduced by Pacman and Elite on my microcomputer. Then I thought about how that played out with my own children who I once taught to play Uno and Connect 4 and who have subsequently introduced me to the challenges of Catan, Carcassonne, Codenames, Ganz Schon Clever, and so on. Card and table games have had their own mini-revolution since the days of Hearts and Patience: they continue to be the school where early learners develop strategy, connection, and identity.  

Off-grid and online life shaped Gates’ young adult life  

Gates’ childhood, as portrayed in his biography, feels like it belongs to a completely different era. It makes me feel uncomfortable as he describes the way he used to disappear as a teenager on a nine-day hike through the Cascade Mountains in Washington State with friends—no mobile phones, no contact with home. In one remarkable story, his parents managed to reach him by phoning a random stranger in a town along his route. That stranger successfully relayed the message that his family’s planned rendezvous had changed. It’s an image from a different world, one of off-grid trust, risk, and adventure—far from the always-on, hyper-connected digital culture Gates would go on to help create. How ironic that the skills Gates needed to become one of the central architects of digital transformation were formed in the middle of nowhere. The infrastructure of today’s information age—its fluidity, reach, and depth—was birthed in mountain walks, wild camping and lake swimming. 

The image of a young Bill Gates forging resilience and perspective far from the digital world is both nostalgic and instructive. Perhaps the next great innovators won’t emerge from the data diet or coding camps but from tents under the stars and homes where screens are conspicuously absent.  

Gates’ neurodiversity is his superpower 

One of the most important influences that emerges during Gates’ school education was Mrs Blanche Caffiere, the school librarian at View Ridge Elementary in Seattle. She not only managed the library but also invited young Gates to work as her assistant—a role that empowered him, nurtured his curiosity, and profoundly shaped his sense of belonging at school. Socially awkward but intellectually gifted, Gates was given a position of responsibility, and that act of trust and inclusion gave structure to his experience of school as well as a place where he could flourish. It’s a powerful reminder of the transformative role teachers can play—especially those who go beyond the curriculum to draw out the unique gifts of each student.  

In the book’s epilogue, Gates reflects on his neurodiversity:  

“If I were growing up today, I probably would be diagnosed on the autism spectrum… During my childhood, the fact that some people’s brains process information differently from others wasn’t widely understood.” 

 His parents seemed to respond to his difference with patience and ingenuity. While they clearly struggled, they also invested in his education and in supporting his mental health. Instead of framing neurodiversity as a deficit, Gates’ family recognised it as a form of untapped potential. And, on reflection, Gates agrees. Seeing the world differently, he has said, is something he wouldn’t trade. 

These three themes come together in one story that really struck home to me. As a child Bill Gates attended church with his sister, and on one occasion this church issued a challenge: any young person who could memorize the entire Sermon on the Mount would earn a meal at the city’s iconic Space Needle in its lofty rotating restaurant. With his agile brain, his family relationships and his growing resilience Gates memorized the entire passage verbatim, passed the test, and earned his reward.  

Memorising 150 verses is no mean feat, but it wasn’t the end of the story. That challenge sparked a deeper interest, and Gates went on to read the entire Bible from cover to cover. He recognized that discovery as a vital part of his journey toward adulthood, forming part of the moral and intellectual foundation that would shape his later life. 

Gate’s story, as told in this first volume, isn’t just a biography of a tech mogul - it is a window into the formation of a complex human being. What emerges is not just a tale of one success, but a testament to the quiet, often overlooked forces that shape a life, a community, and a moral framework. The time spent with a grandmother, the vision of a school librarian, the stillness of a night spent under the stars, the power of a sacred text:  perhaps here is the true source of the man who is Bill Gates.  

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