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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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1 min read

Why we loved Lewis Capaldi’s Glastonbury comeback

We might impress people with our strength, but we connect through our weaknesses

Jessica is a Formation Tutor at St Mellitus College, and completing a PhD in Pauline anthropology, 

Lewis Capaldi sings with eyes closes, holding a mic and its stand
Capaldi hits the high notes.
BBC.

Friday at Glastonbury 2025 saw something more than a musical performance: it saw a homecoming. Lewis Capaldi returned to the stage after a two-year hiatus, and the response was nothing short of extraordinary. His performance in 2023 was emotional as people saw a man struggling with his mental and physical health, which ultimately led him to step back for two whole years. As he returned to the stage, people cheered, and people cried. He cried. I cried. It was not just the return of a singer, but the return of a story we all long for: a redemption arc. A story of coming undone and coming back. 

Capaldi had stepped away from the spotlight for those two years to care for his mental health. When he appeared, he was welcomed with warmth, kindness and compassion. The fields of Glastonbury turned into a sanctuary for a few sacred minutes, as thousands honoured someone not because he had pushed through, but because he had paused. 

I found myself deeply moved. I couldn’t look away. Why was this moment, this man, this vulnerability, so captivating? 

It is because, as humans, we are wired for stories of authenticity. We love a comeback story. The narrative of someone who ventures into the wilderness and then returns speaks to something in all of us. Who is willing to admit their own weakness. To return to the stage in this moment reminded us that the comeback was greater than the setback. This was a moment worth celebrating.  

As part of his return set, he debuted his new song Survive, in which he sings,  

“But when hope is lost and I come undone, I swear to God, I’ll survive.”  

There’s power in that lyric, not in thoughtless defiance, but in the quiet, resolute declaration that survival to keep going is an act of courage. 

St Paul, in his second letter to Christians in the city of Corinth, reminds us of a paradox at the heart of the Christian faith:  

“I will boast all the more gladly about my weaknesses, so that Christ’s power may rest on me.”  

Strength and weakness are not opposing forces; instead, they are intertwined. The bridge connecting them is vulnerability. Strength in weakness provides us with a portrait of actual vulnerability, as sharing our weakness requires great strength. It has been said by many that although we might impress people with our strength, we connect with people through our weaknesses. This vulnerability provides the connection that we are built for as humans. 

In a culture that celebrates performance, progression, and perfection, vulnerability often feels like a risk. But what if it’s our greatest strength? What if this, the trembling voice, the open heart, the tear-streaked face, is what connection is made of? 

Capaldi’s return showed us a part of what it means to be human: to break, to heal, to return. And to be welcomed back. It was a gentle resistance to cancel culture, which tends to hold people captive in their weakest moment, freezing them in failure. But the crowd at Glastonbury chose a different way. They chose empathy and kindness when confronted with another's humanity. This made space for a new story to be told.  

The Christian story has always been one of ashes to beauty. Of life out of death. Of hope in despair. Whether it’s the prodigal son running home, or Peter by the firelight, forgiven and restored, there is room in the story of grace for those who step away, and celebration when they return. 

And so, Capaldi’s return was more than a performance: it was a parable. A living story of what happens when we choose to make space for one another’s pain and honour the quiet courage it takes to come back. It reminded us that sharing our weaknesses is not a weakness at all, but an act of strength, even defiance, in a culture that so often pulls us toward isolation and self-protection. Why was it so captivating? Because vulnerability is powerful. It draws us in, disarms us, and reminds us of our shared humanity. We long to be known, and we ache to belong. In a field of thousands, vulnerability is what ultimately unites and connects us. 

 

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Since Spring 2023, our readers have enjoyed over 1,500 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.

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