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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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Article
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
Editor-in-Chief