Column
Culture
Digital
Film & TV
Justice
4 min read

Data scientists should stop watching Minority Report and start watching The Shawshank Redemption

A justice ministry’s prejudicial database leaves no room for redemption.

George is a visiting fellow at the London School of Economics and an Anglican priest.

Tom Cruise gestures with his fingers in an e-glove in front of his face
Tom Cruise takes the measure.
20th Century Fox.

The go-to for any news item about using AI to predict crimes before they happen is Steven Spielberg’s Minority Report from 2002, starring Tom Cruise as a futuristic cop, who employs human “precogs” as clairvoyants to get ahead of the villains. 

So, I’m far from the first to name-check it as showing the dystopian future that the UK’s Ministry of Justice heralds with its test project to “explore alternative and innovative data science techniques to risk assessment of homicide.” 

That use of “homicide”, rather than the more British “murder”, is telling, almost like the Ministry wonks have just watched the movie. The pressure group Statewatch has no doubt where they’re heading, with data being used on people who may never have been convicted of an offence and “will code in bias towards racialised and low-income communities.” 

Spielberg was always ahead of the curve. But my fear is less the chilling dystopia that Statewatch sees in its precog. Actually, I’m more worried about the past in this context, or rather in how we treat the past. 

If I haven’t to date done anything wrong, then I have committed no offence. I am literally innocent. And that’s an absolute. An interpretation of data that indicates that I’m more likely to commit a crime than others is neither here (in my conscience) nor there (in the judicial system). 

Furthermore, there’s a theological point. If it is so, as we’re told, that no one is without sin, then we’re all culpable in the pasts that we have lived so far, but the future contains all we have to play for.  

To suggest that some of us are more likely to screw up in that future than others is very dangerously deterministic. It’s redolent of Calvinism’s doctrine of the “elect”, those who have already been marked for salvation and eternal bliss, regardless of what they do or don’t do in this life, while the rest of us, however virtuous our mortal deeds might be, will rot in hell. 

Neither Calvin’s determinism nor the Ministry of Justice’s prejudicial database leave any room for redemption. They’re just trying to identify events that will definitely (the former) or are likely to (the latter) happen. Conversely, we live in hope (for some of us a sure and certain hope) of a future in which we can be redeemed, whatever we have done in the past. 

And that’s why I find Minority Report an unsatisfactory analogy for the development of real-life precrime technology. It is a film that is only about determinism, which leaves no room for either free-will or redemption. And that’s applying a form of intelligence that is truly, er, artificial. 

The vital thing is that hope is fulfilled, the prisoners make it to their paradise after worthless lives spent in jail. Justice is seen to be done.

A more helpful movie, richer in its development of these themes – and not just because it’s got the word that I favour in its title - is 1994’s The Shawshank Redemption, based on a novel by Stephen King. Here we have the idea explored that the past isn’t only irrelevant to our futures, but doesn’t even really exist in time in relation to the future. 

It’s bursting with more religious themes even than Clint Eastwood’s spaghetti westerns, which are really only the righteous saviour turning up to defend flawed goodies from evil baddies, again and again. For a start, The Shawshank Redemption is set in a prison, where whole lives are spent atoning for crimes that have or haven’t been committed. See? 

Lifers who are released after decades struggle to cope or kill themselves. The central character, a messianic figure, lives in hope with his convict friend of reaching a beach in the Virgin Islands, while the prison warden describes himself as “the light of the world”, but is assisted by his prisoners in money-laundering – washing clean – his ill-gotten gains. 

I could go on. But the vital thing is that hope is fulfilled, the prisoners make it to their paradise after worthless lives spent in jail. Justice is seen to be done. But the important thing here is that there is no pre-crime determinism. The future, which often looks hopeless, is rolling out towards the possibility of redemption, which ultimately becomes the only certain reality. 

One can dwell on movie plots too long. They are only, if you’ll excuse the pun, projections of life. But it is nonetheless irritating both that a government department with Justice in its title can believe it worthwhile to explore how it might deploy AI to predict who tomorrow’s criminals are likely to be and its critics condemn it by using the wrong dramatic analogies. 

Minority Report was a dystopian thriller that suggests that the future can only be changed by human intervention. The Shawshank Redemption showed us that inextinguishable human hope is in a future we can’t control, but can depend on.     

Anyone who is interested in justice, especially those who work in a ministry for it, might benefit from downloading it.  

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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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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?
 
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