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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Editor's pick
America
Culture
Leading
Politics
8 min read

Molly Worthen on the charismatic leaders of America's cosmic drama

The plots and plotters that hold us spellbound

Nick is the senior editor of Seen & Unseen.

Viewed from behind, Trump raises a fist.
Trump on the stump.
White House via Wikimedia Commons.

What happens when Americans lose faith in their religious institutions—and politicians fill the void? In Spellbound: How Charisma Shaped American History from the Puritans to Donald Trump, Molly Worthen sweeping history helps us understand the forces that create leaders and hold their followers captive. 
 
Everyone feels it. Cultural and political life in America has become unrecognizable and strange. Firebrands and would-be sages have taken the place of reasonable and responsible leaders. Nuanced debates have given way to the smug confidence of yard signs. Worthen asks just how did we get here? 
 
Worthen, a historian argues that we will understand the present moment if we learn the story of charisma in America. From the Puritans and Andrew Jackson to Black nationalists and Donald Trump, the saga of American charisma stars figures who possess a dangerous and alluring power to move crowds. They invite followers into a cosmic drama that fulfils hopes and rectifies grievances—and these charismatic leaders insist that they alone plot the way. 

Author and historian Tom Holland loved this book.  

“The great story of charisma in American history, from the Massachusetts Bay Colony to MAGA, has never been more thrillingly told, never more learnedly explicated.” 

In this extract, entitled Plotlines, Worthen introduces her four categories of charismatic leader: Prophets. Conquerors, Agitators, and Gurus.  

Plotlines

Over the past several years, whenever I told friends or family that I was writing a book about charisma, they responded with a reasonable question. Which charismatic figures would I include? They peppered me with suggestions: What about Elvis Presley, or Dolly Parton? Michael Jordan or Muhammad Ali? Surely I had to say something about Taylor Swift, right? 

None of these fascinating people appears in this book. As you read it, you will probably think of a dozen others whom you wish I had included, and I’m sure you’ll have a point. I have mostly stuck to individuals who worked to build a movement in organized religion or politics, rather than musicians, artists, or athletes. Even within the spheres of religion and politics, I’ve been selective in order to craft a manageable story and bring into focus the patterns and transformations of charismatic leadership over the course of American history. 

Sometimes this is an inspiring story, because charismatic leaders often turn up—and people decide to follow—out of a desperate response to alienation and injustice. People in anguish seek a savior. Yet charisma has no fixed moral standing. It can carve a path to freedom or to enslavement; it can lead people to embrace the rule of law or to sneer at it. Charisma causes problems for democracy as well as for authoritarian regimes. Without a sustained analysis of charisma over the long haul of American history since European settlement began, we are doomed to bumble along, blandly observing that ordinary people declare many allegiances that seem to contradict their own material interests and sabotage democracy—but never understanding why. 

Over the past four centuries, five types of charismatic leaders have surged to dominance, each offering a variation on the great paradox, a different way for followers to hand over control while feeling liberated. I use these categories both to classify leaders and their movements, and to chart historical change: each type reacts to the type that came before, and responds to the pressures and anxieties of its own era. Like all typologies, this one maps imperfectly onto real people. Almost no one is a “pure” example of these categories, and some leaders are interesting precisely because they react against their age’s dominant type. But these categories have compelled even leaders who defied easy labels—that’s most of them—to respond to the ascendant charismatic style of their age. 

The Prophets take us from the end of the Middle Ages into something beginning to resemble our own world. They drew on ancient patterns of contact with the divine to challenge authorities and captivate followers with the terror and ecstasy of God’s presence. They hewed close to tradition, operating in a time when Old World strictures still constrained life in the New World rather tightly. But some used those traditions to undermine reigning institutions, whether by violent rebellion or illicit gatherings—and so provoked a backlash. If the Prophets conceived of freedom in terms of divine salvation, they often harnessed mystical power for this-worldly ends. Usually this meant dismantling any structure that stood in God’s way. 

The Prophets were, essentially, destroyers. In their wake they provoked an age of builders. 

The Conquerors rose to prominence in the early nineteenth century—an age of mythology, mass media, and frontier enthusiasm in the European American imagination. They swung away from the age of the Prophets, who had so much to say about how powerless humans are. 

Some of the Conquerors wielded military power, but all of them pursued what we might call metaphysical conquest. They fought to control spiritual forces. As the predestinarian Puritanism of earlier generations lost its appeal, more people placed an almost fundamentalist faith in the power of free will. It was tempting to think of spiritual forces—perhaps even the Holy Spirit— as a kind of technology, ready for manipulation. The stakes in these campaigns were high at a time when new advances in science impinged on everyday life. Waves of immigration made the country more religiously and ethnically diverse. Americans felt both freer and yet more confined than ever before. 

The Agitators gained sway at the turn of the twentieth century, protesting modernity as a raw deal and democracy as tyranny in disguise. The Conquerors had, overall, expanded government authority over Americans’ lives and advanced a golden idea of progress. Now the pendulum swung back toward calls for destruction. The Agitators found a market for attacking the state and denouncing so-called progress as a lie. They defined themselves as outsiders whether they were or not, and discovered that gaining material power does not mean that one must stop telling a story of exile and affliction. This proved to be an important lesson in an age of world war and economic disaster: global crises have a way of transfiguring an outcast dissenter into a credible threat tot he standing order. Meanwhile, Christians grew wilder in their displays of New Testament charisma—because, paradoxically, it was easier to grapple with what Max Weber called the “iron cage” of modernity by embracing ever more outlandish signs of divine power. 

The Experts were, on the face of things, the Agitators’ opposite in charismatic style. They were builders. In the wake of World War II, they capitalized on a backlash against the nightmare years of fascist demagogues, embraced the zenith of traditional institutions’ authority across Western culture and politics, and nurtured Americans’ faith in the power of technology and bureaucracy to solve large-scale problems. 

They claimed the mantle of reason and procedure and did their best to relegate the political or religious clout of charisma to the distant past or primitive cultures. 

But in fact, the three decades after World War II witnessed an explosion of religious revival in America—led by Christians who spoke in tongues, looked for the end times, and claimed to heal through the power of the Spirit. Even in the domain of credentialed and supposedly secular healing, the line between medicine and spirituality grew fuzzier. These years were the Experts’ apogee of cultural prestige, but Americans’ long- standing ambivalence about intellectual elites persisted. The most successful leaders capitalized on those mixed feelings. They nursed the tension between the Cold War celebration of science and freedom and, on the other hand, the lurking sense that technological leaps obscured eternal truths and needed the organizing power of a good story. 

By the end of the twentieth century, as Americans lost faith in established media, churches, government, and nearly every other bulwark of modern society, the destructive strain of charismatic leadership re-surfaced in the form of the Gurus: preachers of self-actualization and get-enlightened-quick schemes, promoting God’s new temp job as personal assistant. Old-fashioned Pentecostal revival persisted too, but its leaders struggled to prevent the culture wars from capturing the Holy Spirit. 

The Gurus looked, at first glance, like the Prophets and the Agitators. But in the generations since those earlier eras, it had become harder to pay obeisance to tradition—which was just fine, since the erosion of institutions had weakened traditions anyway, and opened a path for Gurus to achieve more influence than their destructive predecessors. Religious and philosophical tradition, in the hands of the Gurus, was no longer a firm guide but a palette for painting illusions of independence. Sometimes they used it to depict a new reality impervious to fact-checkers. 

“Guru,” which means “remover of darkness” in Sanskrit, was originally a religious term. But in the third decade of the twenty-first century, the most prominent guru in the country was a businessman named Donald Trump. Trump was not, personally, a paragon of conventional religious devotion. Yet his political career depended on a hunger among his most dedicated supporters that can only be called spiritual. Like so many relationships between charismatic leaders and their followers, it stumped and angered those on the outside. Against the backdrop of the American charismatic tradition, however, his success makes perfect sense. 

How, then, did early modern mystics and Puritan heretics who heard the voice of the Holy Spirit give way to devotees at a modern presidential rally, jostling toward the candidate iPhone-first, praying for a selfie? By the early twenty-first century, most religious institutions in the West had declined into husks of their former authority—at least by the usual measures. Today commentators turn more than ever to materialist explanations for political dysfunction, polarization, and the culture’s general crisis of confidence. They cite growing social inequality, impassable disagreements on policy, persistent racism and xenophobia, evil automated forces lurking on the internet. All true—yet all insufficient accounts. If we define the religious impulse as a hunger for transcendent meaning and a reflex to worship, then it is a human instinct only slightly less basic than the need for food and shelter, and Americans are no less religious than they have ever been. They will always find a way to satisfy these desires, even if charisma carries them down strange and costly paths. 

 

Spellbound: How Charisma Shaped American History from the Puritans to Donald Trump, Penguin Random House, 2025.