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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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Culture
Film & TV
Politics
War & peace
5 min read

The story from a galaxy far, far away that's just made for these times

Andor holds up a galactic mirror to our media-saturated world.

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

A montage shows the lead characters from Andor.

It’s an unlikely setup for success: a series set in a forgotten corner of the galaxy, a prequel to a prequel, telling the backstory behind Rogue One - the fourth highest-grossing Star Wars film. It’s a show with none of the original characters—no Darth Vader, no Luke Skywalker, no Obi-Wan. And yet, Andor has garnered widespread critical acclaim and fan appreciation. This Disney+ series has become the first true Star Wars content for grown-ups. 

Disney invested heavily in acquiring the rights to both the Marvel and Star Wars franchises, paying $4 billion for each. The returns have been massive—an estimated $13 billion from the Marvel Cinematic Universe and $11 billion from Star Wars. Yet, despite the financial success, something has been lost along the way: mediocre storylines, convoluted time-travel plots, and repetitive tropes have dulled the creative edge. 

But Andor stands apart. It offers something different—a grounded, character-driven narrative with rich, resonant themes that speak directly to today’s audience. 

Tyranny needs resisting at all levels

Andor follows a number of intersecting character arcs. Although the series is named after Cassian Andor (played by Diego Luna), a disillusioned smuggler turned Rebel Alliance operative, the story is much larger than a single man.  

As the Empire tightens its grip—both openly through military might and brutality, and in the shadows with a vast array of spies, surveillance, and an ever-expanding intelligence network—the need for resistance at every level becomes urgent. Those with a voice need to speak up while there is still a semblance of democracy and freedom of speech. Money is required to fund an insurgency and foot soldiers from all walks of life need to be found and prepared to rise and challenge the systemic injustice and rising imperial oppression. 

Enter Cassian Andor, orphaned at age six and adopted by Maarva and Clem Andor. His early experiences with poverty and oppression awaken something within him—something that solidifies when Clem is executed by stormtroopers. At the other end of the spectrum is Mon Mothma, born into privilege and political influence. Her arc centres on a moral crossroads: whether she will risk her status, her wealth, and her safety to support the resistance from within the halls of power. 

The relevance of Andor's message couldn’t be timelier. In an era marked by rising authoritarianism, disinformation, and increasing political polarization, the show insists that tyranny must be resisted at every level. It reminds us that democratic institutions are fragile, and silence in the face of injustice enables oppression to grow unchecked. Whether it’s fighting against despotic leadership, the erosion of freedom of speech, or systemic inequality, Andor suggests that the burden of resistance cannot simply fall solely on the heroic few. It requires people at every level of society to act with courage, integrity, and purpose before it’s too late. 

 Truth matters 

One important storyline in Andor is how the Empire constructs a moral justification for its actions through state-controlled, propagandist media. Good people can be manipulated, and truth can be twisted. In real time, we witness spin doctors denying or reframing the brutality unfolding around them—even as the Empire violently crushes a peaceful protest in Gorman. 

Showrunner Tony Gilroy uses every world-building tool at his disposal to draw parallels with both historical and contemporary injustices. For instance, the costuming of the Empire’s senior leadership and Imperial Security Bureau agents evokes eerie similarities to Gestapo uniforms. In contrast, the Gorman resistance fighters appear as if they’ve stepped off the set of Les Misérables, echoing the June Rebellion of 1832. They even speak in a French-accented galactic dialect, reinforcing the connection. 

It's difficult not to read this as a critique of how modern news outlets reframe and re-narrate global conflicts—such as the war in Israel and Gaza—to suit and shape their audiences. This agenda-driven reporting distorts facts and desensitizes viewers, often at the expense of those suffering on the ground. The complicity of the press in disinformation and facilitating or justifying atrocities, is contributing even today to ongoing humanitarian crises in places like Sudan and Gaza. 

In a supposedly post-truth era, Andor reminds us that truth still matters. The series holds up a mirror to our media-saturated world, revealing how outrage is manufactured, narratives are controlled, and reality is often mediated through selective storytelling. It challenges us to reflect on the reliability of the news we consume—and on our own role in questioning or accepting the stories we're told. 

Which side are you on? 

One of the most compelling aspects of Andor is its portrayal of parallel lives on both sides of the conflict. While much of the action follows Cassian’s transformation from smuggler to reluctant operative to key rebel leader, we also witness the rise of Dedra Meero—a driven, ambitious surveillance officer within the ISB, the Empire’s intelligence arm. 

Dedra begins as an underdog fighting workplace sexism in a male-dominated bureaucracy. But as her career advances, so does her capacity for cruelty. She becomes one of the Empire’s most ruthless enforcers, willing to sacrifice anything and anyone in her relentless pursuit of Rebel operatives. Her story is a chilling reminder of how authoritarian systems reward efficiency and zeal, no matter the moral cost. Ironically, her single-mindedness may end up helping the rebellion—her recklessness potentially exposes secrets about the Death Star. 

Throughout the series, we see similar tactics employed on both sides—surveillance, betrayal, sacrifice. The only difference is the larger narrative arc that ultimately vindicates the Rebellion’s cause. But in building complex, believable antagonists like Dedra, Andor shows us the banality of evil—how ordinary people, convinced they are doing the right thing, can become instruments of oppression. 

The question the series leaves us with is chillingly simple: in a world sliding toward growing injustice, which side are you on? 

Celebrate our 2nd birthday!

Since Spring 2023, our readers have enjoyed over 1,000 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
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