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.  

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Article
Culture
Identity
Psychology
Work
5 min read

Even the office can be a place for self-discovery

What the office makes us feel about ourselves
A model of an office desk and shelves, at which a green plastic person sits leaning into the desk.
Igor Omilaev on Unsplash.

The realisation strikes me as I wrestle to fit my key into the lock on my office door: today I have no memory whatsoever of my journey into work. At my usual time I left the house and got in my car. I drove my usual route to my usual parking space and hopefully I stopped for all the red lights – but in truth I can’t remember any of them. Nor can I remember getting out of my car, locking my car (I hope I did that too) or walking from my parking space to this door, the lock of which is still failing to yield. This, I then realise, is because I am absent-mindedly trying to unlock it with my car key. Rolling my eyes, I reach into my pocket for the correct key… and it is not there.  

Now I’m awake, glancing at my watch; 50 minutes until my first meeting of the day (online). This is enough to drive home again, but not enough to drive home, collect my key, and return to this frustrating door. By now I have established that both coat pockets are empty, so I drop to my knees and start to rummage through my bag.  

It’s not a disaster if I do have to drive home, I can simply stay there and have a WFH day. I am fortunate, in my current job, to have the privilege of deciding this on a day-by-day basis. Many, I know, would love to work from home but do not have the option, but I prefer the office. The smell of black coffee, seagulls yakking on the roof. Doors open and close as colleagues come and go, keyboards tap, and on and off there is distant hum of student voices emanating from a classroom downstairs. In the hive of activity, I hum too, and I definitely get my work done more efficiently.      

I’m interested to analyse this phenomenon through the lens of place attachment. There is a considerable body of research that investigates the way people feel about the spaces that they inhabit – that certain places become meaningful places to be in. Place attachment theorists explore how we can have relationships to places in much the same way that we have relationships to people – feeling a strong pull to return to the familiar, disliking change, and feeling ‘homesick’ for places where we have a strong emotional attachment. Of course, this is usually discussed in relation to the natural world, or to one’s childhood home, or ancestral lands… but why not of the office? Because the heart of place attachment is not really how we feel about places, but how places make us feel about ourselves.  

Either for good or for bad, in the office one inhabits a certain sense of self – maybe not a different self to the one that we are at home – but at work, different aspects of that self are valued differently and are allowed to come to the fore. Perhaps I feel this especially because I am a working mum – it can be a relief to leave the home each day and come to inhabit a space where I am valued for more than my ability to know whether or not it’s PE today, or if there’s milk in the fridge. In the office, I can dwell in a version of myself that I enjoy – one that is paid to think and to write and to teach, a part of the university hum.  

George Pitcher, in his recent article for Seen & Unseen, challenges managers to ask themselves why they are opposing more junior staff working from home. His discussion hints at this same phenomenon of places shaping identities, and Pitcher proposes that managers might resent junior staff working from home, at least in part, because they feel like their identity as a manager is compromised when they cannot sit in their glass-walled office, gazing out over the rows of worker bees, queen of all they survey. As Pitcher puts it, “…if staff aren’t in the office, then what’s the point of being a boss?” 

The Bible too engages with the interplay between one’s sense of self and one’s sense of place. In the Old Testament, before the birth of Jesus, prophets and hymn writers spoke longingly of their homelands, and especially of the temple where they gathered to be assured of their identity as the people of God. “How shall we sing the Lord’s song in strange land?” cries one hymnwriter, exiled far from home, while another writes of how he longs to dwell in the House of the Lord all the days of his life. With this sentiment I can empathise; just as I feel like more of a worker-bee when I am within the hive of the university, I feel I am much more of a Christian when belting out hymns among the Sunday throng than I am among my colleagues at a Monday morning meeting. 

And yet the Bible issues a challenge to me here. Because after the Old Testament comes the New, written after the life, death and resurrection of Jesus Christ, and largely after the destruction of the great “Second Temple” that Herod the Great had built in Jerusalem. With the temple gone, and the region subdued under Roman overlords, the New Testament writers make frequent allusions to Christian believers themselves being temples – temples of the Holy Spirit. This means that, as a Christian, I am urged to think of myself as a “place” of God’s presence in the world – and not just for my own sake but for the sake of others. I am not just part of the hum; I change the hum by being in it. The challenge is to gently bring the notes of my Sunday morning hymn to my Monday morning meeting.  

A long time ago, when I was a little Brownie-Guide, we used to sing a campfire song called “Bees of Paradise.” It was very short and simple:  

Bees of paradise, do the work of Jesus Christ 

Do the work that no one can.  

As a child, I never understood the words, although I enjoyed the pretty little tune that we sang it to, in the round. It comes back to me now, as I rummage in my bag for a key that I know I’m not going to find, and I return to my childhood habit of pondering the lyrics. 

I’ve only got 40 minutes now until my first meeting of the day, it’s time to give up and drive home. Turning resignedly back down the stairs, I resolve to be no less a worker-bee at home than I would have been at the office today. And no less of a Christian either.  

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