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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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Snippet
Culture
Digital
Education
2 min read

Shorter TED Talks are not the only way to learn

As education and entertainment blend, get ready for the unexpected.

Jamie is Vicar of St Michael's Chester Square, London.

A speaker stands beside a podium in front of a TED sign.
Elif Shafak.
TED.com

Are you going to make it to the end of this article? I'm aware, dear reader, that much of the responsibility for this is down to me. But spare a thought (or maybe an extra five seconds before returning to Instagram) for those wanting to communicate something of substance in today's abbreviated age. Take TED talks, for instance. 

The already bite-sized format has had another chunk gorged out of it. Elif Shafak, a Turkish-British novelist needed to trim her TED talks from 19 to 13 minutes. In the view of The Times' editorial,

'Packing the world’s knowledge into the time it takes to heat a pizza might seem ambitious. Sadly, it now appears to be beyond the patience of those thirsting for enlightenment.' 

It's worth us recognising that education and entertainment have blended in our consciousness ('E' in the TED acronym standing for 'entertainment'), with our era's pastime being consuming more information. And if we consider this, are our attention spans truly squeezed beyond the point of no return? I'm not so sure. We are also in the age of bloated films and slow-burn series. If we are invested in the entertainment we want, then we will cope. In fact, many theatres are doing away with intervals. The interval is a relatively modern invention. Susanna Butler writes that in Shakespeare's day not only did people have longer attention spans, but they could roam freely during the play. I suspect not many were distracted for long. For the information or entertainment provider, there's no excuse for being boring, or unnecessarily verbose. 

But if we free ourselves from being dependant on dopamine, and take the longue durée of our lives, we open ourselves to learning in a new way. That's not to say that we should give up an ever-present expectation for the next hit of knowledge. 

This is what it means when Christians are referred to as disciples: the word to describe an apprentice or student of their master. These disciples, to Rowan Williams,  

'take it for granted that there is always something about to break through from the Master, the Teacher, something about to burst through the ordinary and uncover a new light on the landscape.'  

This is the kind of expectation that doesn't front-load an Instagram reel with its best content in the first three seconds. It might be a quaint analogy, but as Williams writes, this has more in common with ornithologists. 

 'The experienced birdwatcher, sitting still, poised, alert, not tense or fussy, knows that this is the kind of place where something extraordinary suddenly bursts into view.' 

I'll keep this as short as I can. But any hope of discipline in attentiveness must be sparked by the sight of the one who has infinite attention for us. And all the time in - and out of - the world. 

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.

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