Column
Culture
Digital
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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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Review
Art
Culture
Music
Romanticism
5 min read

Taylor Swift’s new album is fine, and that might be the problem

Ego, art, and the quiet tragedy of getting everything you ever wanted

Belle is the staff writer at Seen & Unseen and co-host of its Re-enchanting podcast.

Taylor Swift, dressed as a showgirl, sips from a glass.
Taylor Swift, showgirl.
Taylorswift.com

Taylor Swift released an album last week and, from what I can see, the world seems to hate it.  

Life of a Showgirl was written and recorded while Taylor was on her two-year-long Era’s tour, hence the album’s title. She would fly to Sweden between tour dates to record with the infamous producers, Max Martin and Shellback. This matters. Why? Well, because this means that each song on this album has grown out of the soil of unfathomable success; record-breaking numbers and history-making impact, it’s not an exaggeration to say that the Era’s tour shifted the landscape of popular culture. Many critics have reflected on this context, citing ‘burnout’ and ‘frazzle’ as reasons why this album sits far below Taylor’s usual standard. 

They implore Taylor to take a day off: put her feet up, recuperate, and re-gather her musical senses.  

Then there are the critics who seem to be directing blame toward Taylor’s obvious happiness. If you didn’t know, she’s engaged to American footballer, Travis Kelce – and they, as a couple, are sickly sweet. Honestly, they’re defiantly mushy. They’re cheesy to the point of protest. They’re just happy – and, apparently, therein lies the problem. I’ve heard more than one critic quote Oscar Wilde in their takedown of Swift’s latest offering: 

 ‘In this world there are only two tragedies: one is not getting what one wants, and the other is getting it’. 

This album, they say, is proof that Taylor Swift is victim to the latter kind of tragedy. She’s got everything one could ever want, and the world seems pretty agreed that her music is suffering because of it. We like to keep our artists tortured, thank you.  

For the record, I don’t hate the album. But I don’t love it either. I resonate with The Guardian’s Alexis Petridis who writes that it simply ‘floats in one ear and out the other’. There’s nothing to hate about it, which, I guess, also means there’s very little to love about it.  I’m not outraged, nor am I enamoured – and I say that gingerly, because I fear that’s the worst review of all.  

So, in some ways I’m agreeing with the general consensus – Life of a Showgirl is not Taylor Swift’s best work. I don’t, however, think that her success, nor her happiness, are quite to blame for it. I think those are slightly lazy critiques, they’re shallow scapegoats. 

I think, rather, the problem with this album is that Taylor has made herself the biggest thing within it.  

When introducing the album on Instagram, she thanked her collaborators for helping her to ‘paint this self-portrait’ – the strange thing is that this ‘self-portrait’ feels considerably less honest or authentic than her previous, more conceptual, albums.  

I’ve spent a couple of days wondering why this is and have come up with two theories.  

Firstly, we tend to be far more honest to and about ourselves when we’re able to kid ourselves into thinking that it’s not actually our own selves that we’re talking about. For example, I think of Billie Eilish’s Grammy and Academy Award-winning song – What Was I Made For? – which she wrote to accompany Greta Gerwig’s Barbie movie. In an interview, Billie explained how writing a song about a Barbie somehow allowed her the space and freedom to create the most honest, raw, and revealing song she’d ever written.  

We’re self-preserving creatures, you see.  

If we’re knowingly speaking of, writing about, painting or in any way presenting ourselves - our ego gets in the way, preferring us to offer the world a shiny, carefully constructed façade.  

Taylor, in intentionally painting a ‘self-portrait’, has unknowingly offered us less than herself.  

And, now for my second theory. Every good self-portrait is actually about something bigger than its subject; they are able to point toward something more universal than the individual reflected. I think of Frida Kahlo’s self-portraits, the way she used her hair to communicate societal expectations, or how she framed herself with wildlife, or the time she painted a necklace of thorns around her own neck – leaving an uncomfortable feeling in the pit of the beholder’s stomach as they think about the nature of pain and liberty. She painted herself, endlessly. Kahlo pointed to herself in order to point through herself – she was never the subject that she was most interested in, she was never the biggest thing in her own self-portrait.  

Like I say, the problem with Taylor Swift’s okay-ish album is simply that she is the biggest thing within it. The key ingredient it’s lacking is awe; it leaves nothing to marvel at.  

And that’s rare for Taylor.  

I’ve often written that she is a Romantic in every sense of the word; concerned with the feelings and experiences that are powerful enough to knock us off our feet: big feelings, big thoughts, big truths, big questions, big mysteries, big language. These things have always been baked into her lyrics. 

This album, in comparison, feels small. It doesn’t transcend Taylor Swift’s feelings about – well, Taylor Swift. She hasn’t quite managed to point through herself, she is the sole subject of her own self-portrait.  

And therein lies its OK-ness.  

Honestly? Therein lies all of our OK-ness. Taylor Swift may be anomalous in many things, but not in this - the presence of ego means that we’re all prone to self-portrait-ise ourselves. Left unchecked we are (or at least, we can be), what Charles Taylor calls, ‘buffered selves’; thinking of ourselves as the maker and subject of all meaning, shielded from awe and wonder.  

But the best art will never flow from those who think themselves the biggest and deepest subject. Because, quite simply, we’re not.  

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If you enjoy Seen & Unseen, would you consider making a gift towards our work?
 
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