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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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Article
Comment
Death & life
Justice
Sport
4 min read

Diogo Jota, Thomas Partey, and the right to privacy

Distressing stories show that publicity hinders grief but enables justice
A couple hold each other as they look at floral tributes on the ground
Liverpool manager Arne Slot and his wife at a shrine to Dioga Jota.
Liverpool FC.

Content warning: rape and sexual abuse allegations are discussed in this article. 

It’s Thursday 3rd July 2025 and a friend has just sent a message. “Have you heard the news about Diogo Jota?” 

I love Diogo Jota. Love him. So I assume the worst. The club have sold him. He’s got another of the horrific injuries that have plagued his career. But the news is worse than the worst. 

“He and his brother died in a car accident in Spain,” the message continues. What? Surely not. But shortly afterwards the BBC News notification comes in. Diogo Jota and his brother André Silva have died in a car accident in Spain. 

It is unimaginably tragic news. The incident occurred just two weeks after Jota married his childhood sweetheart. He leaves behind three young children. His brother, André Silva, also recently married his partner in June. It is heartbreaking beyond words and seeing the tributes pour in from colleagues – no: friends – of the players only cements how upsetting a loss this is.  

It’s now Friday 4th July 2025. The day after Jota’s death. Another BBC News notification comes in. Now-ex-Arsenal player Thomas Partey is charged five counts of rape and one count of sexual assault. 

Jota’s death was an utter shock. The news about Partey is anything but. It was the worst-kept secret in football. Everyone knew that he was under investigation for rape. In 2023, the BBC reported that two Premier League footballers continued to be selected by clubs, even “while knowing they [were] under police investigation for sexual or domestic violence.” In January 2025, the BBC subsequently reported that the Crown Prosecution Service had been given “a full evidence file about a Premier League footballer accused of rape.” 

As The Athletic reports, Partey was first arrested in 2022. Between then and being charged in July 2025, he was arrested, questioned by police and then bailed again, seven times. Seven times. All while continuing to play for Arsenal.  

Again: everyone knew that Partey was one of the players in question. Everyone knew. But no-one could say anything.  

And the juxtaposition between the news about Jota and Partey has led me to reflect on the ways in which both stories have (or have not) been reported. I’m almost loathed to mention Jota and Partey in the same breath to be honest. But then that’s the tension underlying all this, isn’t it? Who is given privacy, and who isn’t? 

One man is arrested in 2022 on suspicion of rape and sexual assault. He is afforded over three years of privacy and is permitted to continue in his high-profile, six-figure-a-week-paying job. Another is killed in a tragic accident, and, in the immediate aftermath, his family’s privacy is invaded at every turn.  

Despite Jota’s family clearly and publicly asking for privacy, the media coverage of the tragedy was deeply invasive. The Daily Mail posted pictures of his recently wed wife outside of the morgue having just identified the bodies of her husband and brother-in-law. The BBC – in one of the most tone-deaf acts of journalism I can recall – covered Jota’s funeral. They wrote: “The family has asked for the funeral to be private, but you can follow live pictures from outside the church by clicking watch live at the top of this page.”  

I promise that’s not a joke. Irony really is dead. But the real irony of all this is that this is a deep perversion of how things should be.  

I may grieve with support from other people, but this is fundamentally a deeply personal and private act, not one to be undertaken under the public gaze. Justice, on the other hand, is enacted with the help of a jury of peers and is an act of public peacekeeping and safeguarding.  

It is appropriate for one act to be undertaken privately while the other is conducted publicly. More than this, they are essential to those acts. Privacy enables grief, while publicity hinders it. I can only grieve effectively if given the time and space to do so. By contract publicity enables justice, while privacy hinders it. If justice is enacted in secret, public trust is eroded and the justice system is undermined.  

Grief is private; justice is public. And yet Jota’s friends and family have been forced to grieve with the eyes of the world on them while Partey has been afforded years of luxurious privacy under the auspices of ‘justice.’  

Real violence and harm are done to people when the appropriately private becomes inappropriately public, and vice versa. The news of Jota’s death and Partey’s charging with rape exposes the deeply flawed approach to privacy we have.  

There is no goodness in either of these stories. There are no redeeming angles or silver linings here. They are both deeply upsetting and distressing. But if the stark contrast between the ways they have been reported causes us to reflect on how they ought (or ought not) to be reported publicly, then that will be something, at least. 

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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.

Graham Tomlin
Editor-in-Chief