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.  

Celebrate our 2nd birthday!

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If you enjoy Seen & Unseen, would you consider making a gift towards our work?
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Essay
Culture
Doubt
Music
Psychology
9 min read

What happens when perfect plans are outsmarted by the world?

There may be delight hiding in the doom.
Two people sit and stand next to a grand piano on a stage.
Striking the wrong note.
Polyfilm.

If I’ve learned anything at all from decades working with businesses, it’s that they love an acronym. For a while the acronym we loved was VUCA. Not a nuclear jet nor a foot wart, VUCA emerged from the leadership theories of Warren Bennis and Burt Nanus to reflect the Volatility, Uncertainty, Complexity and Ambiguity of contemporary leadership. Nothing gets a roomful of executives nodding sagely than the observation that we live in a VUCA world. For a while it felt almost sacrilegious not to evoke VUCA at some point when training leaders. It was comforting to tell people who were supposed to be shaping the world that everything was, well… a bit nuts. 

But in the last few years VUCA has lost its shine. Things have started to get too crazy, a bit too VUCA for anyone’s liking. The wars, the plagues, the natural disasters, the political upheaval, the shaking of old certainties- it’s all gone a bit super-VUCA. The acronym that once reassured us that the world tends to resist our perfect plans has been outsmarted by the world it once captured. What are we to call this permacrisis, this omnishambles, this SNAFU, when super-mega-hyper-VUCA just sounds stupid? A new acronym was needed. Enter stage left- BANI, the invention of futurologist Jamias Cascio to designate the way things are now: Brittle, Anxious, Non-Linear, Incomprehensible. We’ve had a romantic breakup with the world- you’re not like it used to be, you used to be fun, you’ve changed!  

In March, Seen & Unseen celebrates its second anniversary. We are two years old. Old enough to appreciate a birthday cake, too young not to burn our fingers on the candles. I’ve been writing for the site since the beginning and to this day feel surprised that this quirky mishmash of a brainfart I keep writing is still accepted for publication each month. Either the folks at Seen& Unseen are pathologically kind to their own detriment, or my monthly missive of misery is not quite as off the wall as I fear it might be.  

When I look at the world, I feel like we’re in a football match with no referee. I keep shouting foul and looking for someone to blow the whistle. It feels like the Tower of Babel. Even the technologies we thought would unify us have made us incomprehensible to one another. Like the scene in That Hideous Strength (the third book in C.S. Lewis’ Cosmic Trilogy) where a roomful of people is magically befuddled. They can no longer understand each other, and anyone who rises to take charge of the situation speaks gibberish that only adds volume to the babble. We don’t need any more opinions. We certainly don’t need any more people with misplaced certainty they have the answer. 

To be honest, I’ve just run out of ideas. I’m confused, baffled, clueless. But what embarrasses me most is not my helplessness, it’s my hope. For some reason, in jarring contrast to the circumstances, I can’t shake off the sense that ultimately all this will make sense, that breakdowns lead to breakthroughs. We’re in the unbearable part of the story where everything goes wrong, but if we put the book down now, we’ll think that was the end of it, when it was really just the set up. Pretty much everything I’ve written for Seen & Unseen over the last two years equates to: grief, this looks bad, but maybe there is more to it than it appears. 

There is another anniversary being celebrated this year. This January marked the fiftieth year of a musical event so remarkable that a new dramatization of it premiered at the Berlin Film Festival to mark the occasion – the recording of The Köln Concert. (Watch the trailer of Köln 75.) If we are looking for a story of how beauty emerges from disaster, this one is worth telling. The event was organised by eighteen-year-old Vera Brandes, at that time the youngest concert promoter in Germany. She booked the Cologne Opera House, but given that it was a jazz concert, it was scheduled to begin at 11:30pm following an opera performance earlier that evening.  

The performer, jazz pianist, Keith Garrett travelled to the concert from Zurich. But rather than flying, he sold his ticket for cash and opted to make the 350-mile trip north with his producer Manfred Eicher in a Renault 4. He had not slept well for several nights and arrived late afternoon in pain, wearing a back brace, only to discover that the opera house had messed up. The Bösendorfer 290 Imperial concert grand piano he had requested had been replaced by a much smaller Bösendorfer baby grand the staff had found backstage. The piano was intended for rehearsals only, in poor condition, out of tune, with broken keys and pedals. It was unplayable. Jarrett tried it briefly and refused to perform. But Vera Brandes had sold 1,400 tickets for the evening. So, while he headed out to eat, she promised to get him the piano he required. 

But it was not to be. The piano tuner who arrived to fix the baby grand tells her a replacement is impossible. It was January in Northern Germany, the weather was wet and cold, and any grand piano transported in those conditions without specialist equipment would be damaged irreparably. They had to stick with the piano they had. Keith Jarrett’s meal didn’t go well either. There was a mix up at the restaurant and their food arrived late. They barely had chance to eat anything before returning to the venue. And when Garratt saw the tiny defective Bösendorfer still on the stage, he again refused to play, only changing his mind because Eicher’s sound-engineers were set up to record.  

So the concert begins. A reluctant pianist – tired, hungry and in pain – sits at a ruined piano, and records the bestselling piano solo album and bestselling jazz album. Ever. He improvises for over an hour. Starting tentatively, exploring the contours, befriending the limitations of his damaged instrument – learning its capabilities as he plays. But soon Jarrett is whooping, yelling and humming with delight as he extracts beauty from the brokenness. The limited register forces him to play differently. The disconnected pedals become percussion. By the time he reaches the encore, the joy of his playing is irrepressible – it sends shivers down the spine. And when he finishes, the applause goes on. Forever.  

Jarrett pulled off an impossible feat and sealed his reputation as one of the greatest pianists of his generation. And I take heart from the event, because when I face the world, I sometimes imagine I feel like he did facing that piano. Tired and pained and doubtful any good will come of playing. Can I order a new world, please? One more to my liking. One less likely to hurt. Yet I can’t quite shake off the intuition that there may be delight hiding in the doom, a treasure only unearthed by those willing to play. 

I am drawn to Job. He is a hero to all those who are sick of the answers of others but have no answers themselves. 

This year I celebrate my own anniversary. I was born seven months after that fateful night in Cologne, in the equally salubrious town of Birkenhead. This is my fiftieth year too. The 3:15pm of life: too early to clock off, too late to start anything new. If living is a race between maturity and senility – gaining the wisdom to live before losing our marbles – then I’m odds-on for a photo finish. The evidence accumulates daily that I am likely to live longer than most of my vocabulary.  

Jung held a positive view of old age. He viewed it as the time for religion to ripen. And I can’t help agreeing with him. The older I get the closer God seems. As muscle mass thins the spirit deepens. Outwardly I’m fading away, inwardly I am being renewed day by day. This undoubtedly underlies my hope of beauty arising from our brokenness. In some small and barely noticeable way it is already happening in me. And I know I’m not alone in that.  

Jung also wrote about Job- the Hebrew epic of suffering and restoration. Job’s life is like one of those old blues songs. He loses his wife, his kids, his home, his health. He’s left broken, infested with sores and sitting in the dust. If you’ve been in a situation like that, you’ll know that even the most well-meaning friends can respond with surprising incompetence. Job’s friends are no different. They are true believers in Just-World Theory, the universal human tendency to assume that if bad things happen to us we must deserve them, we must have been bad. They live in a world ultimately governed by the kind of instant karma that causes car crashes on YouTube, and they’re keen to teach Job the way the world really is.  

But Job resists them at every turn. He may have a proverbial reputation for patience, but he is anything but patient. I used to think this was a story about a man defending his innocence, but it’s much more than that. It’s the story of a man who goes through a breakup with God. He once lived a life of goodness, abundance, and gratitude in which he knew God as attentive and lovingly present. His friends are not just arguing that he’s being punished for some undisclosed sin, but that he’d always been wrong about God. He’d never known God- not really. The God they knew was volatile, capricious, arbitrary, vicious - like a rescue dog, you never quite knew when he would turn. And Job’s suffering was the proof of it. 

The problem for Job is that he has no clue why he is suffering, but he will not let his friends obliterate the history he has shared with heaven. He knows God to be utterly faithful, constantly present, sublimely attuned, hugging the contours of his life as the sea hugs the shore. He wants nothing to do with a fickle god who falls asleep on the job or flounces off the first time we let him down. He rejects the here-again gone-again god of his friends. Sometimes, to know God, we need to reject those who claim to speak for God.  

The weird thing in Job’s story is that eventually God shows up. Over the course of the narrative, he has asked God 122 questions, and God responds with 61 of his own. The questions are rhetorical- they point to all the places God is present that Job isn’t, all the things that God knows that Job doesn’t, all the things God has done that Job hasn’t. And by the end, Job is satisfied, his friends are dismissed, and his life is restored. God is as Job expected, intimately present but ultimately mysterious. He was right to reject the obtuse certainties of his friends and face the pain of the world with a cultivated sense of unknowing. 

When I ponder how best to bring beauty out of a BANI world, how best to play its brokenness like Jarret played his Bösendorfer, I am drawn to Job. He is a hero to all those who are sick of the answers of others but have no answers themselves. He is also a hero to those who, despite all evidence to the contrary, cannot smother their hope. Those who discern the leavening yeast sown in the hearts of humans across the planet; too inconspicuous to make the news, but destined to rise when the time is right.

Celebrate our 2nd birthday!

Since March 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’re enjoying 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

Watch the Köln 75 trailer