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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
Community
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Identity
5 min read

What makes us human?

We've more in common with our ancient ancestors than we might like to think

Claire Williams is a theologian investigating women’s spirituality and practice. She lecturers at Regents Theological College.

A re-enactment of an ancient 'caveman' family sitting around a camp fire.
A dramatic reconstruction of a Neanderthal family.
BBC Studios.

I recently caught up on iPlayer with the excellent BBC series Human. In it, the paleoanthropologist Ella Al-Shamahi explores 300,000 years of human evolution over five beautifully shot, evocatively presented episodes. I was transfixed by the story of these ancient human societies - of Homo habilis; Homo erectus; the hobbit-like Homo floresiensis - and of the ways that paleoanthropologists and archaeologists study the multiple human species. They walk barefoot in deep pits with what look like tiny paint brushes to dust off their finds. They are endlessly patient, and delighted at tiny scraps that I would overlook as rubbish. They see in these fragments stories of ancient lives that lived, ate, loved and died so long ago. 

Take a set of footsteps fossilised into the ground in White Sands, New Mexico, discernible through their impact and weight distribution. They are thought to be those of a woman walking at speed, probably, scholars think, carrying a child. Now and again these footsteps appear to stop and stand, and in-between the right and the left foot are a small set of footprints. The mother appears to have put down the child for a moment before picking him or her back up and starting again.  

This was so familiar to me, a mother of four. It reminded me of all the times I’d carried toddlers around on my hip before giving up, plonking them on the floor and then switching sides. This very human urge to care for our children, and to get tired by them, echoed through time. Although luckily for me I did not have a giant sloth chasing me, as this ancient mother seems to have done.  

But the flip side of the ability to love is the ability to also reject. And the series highlighted that this less pleasant human habit – the exclusion of others – appears to be an equally core part of our existence.  

Al-Shamahi asks,  

‘what must it have been like to have been a hybrid child... Did these children feel like they belonged or were they teased and ostracised?’   

Behind her question is a sense of deep concern about the hybrid children’s welfare all those millenia ago.  

Fast forward thousands of years. Most of us went to school and know what it feels like to either be different or see someone else who is different. Imagine if a modern-day Homo sapien/neanderthalensis hybrid turned up the local primary school, would it be okay? Unlikely. We don’t look after difference particularly well. The question Al-Shamahi posed seems pertinent today as well as in palaeoanthropology terms, what would it be like to grow up a hybrid? For us today the question is similar, how do we judge what is human? Is our human status founded in the horror and aversion to difference? 

The drive to surround ourselves with similarity and force others to fit is sometimes called ‘the cult of normalcy’. This behaviour only tolerates people who look, act, and represent what is familiar to you. I experience this as a neurodivergent person struggling at times to feel ‘normal’. That is why the story of hybrid children is affectively impactful. Their struggle is easy to imagine, how do they fit in?. What makes them and us human? 

The little story of a mother and a child being carried (minus the sloth part) is enchanting. Is it this love for children that makes the ancient people count as human? Is it the presence of a relationship and the assumed communication between individuals that makes them human?  

The risk here is to say that all people who are in families, who are parents, are the prime example of humanity and that does not fit with many lives that we would want to count as human. Love may be essential, but it cannot be a prescriptive type or circumstance. Nevertheless, the allure of love and community is strong in Human and my response to it. That familiarity with the feeling of exclusion of the hybrid child and the story of the mother and child are common. They are experiences that we can relate to concerning community and care. The series shows these human species in relationship groups, with evidence of successful community and unsuccessful community (again a familiar trait). So far, that ability to love is also the same ability to reject, to cast out the hybrid or the different human. That is unsatisfactory as the trait of what is core to humans despite the likelihood of it being at the heart of the human story.  

What, then of religion? These ancient peoples who lived before language and writing yet still worshipped – their practices evident from paintings found on the walls of caves. Is this what it means to be finally human? Was it, I thought, when they demonstrated language? Was it the early signs of religion and worship? Was it to do with thinking and rationalising, deciding upon a set of gods and the rules about them? However, this cannot be. For there are people today who do not speak through choice or disability. There are those who cannot demonstrate their ability to worship, for the same reasons. Rationalising cannot be the way in which we determine humanity, for then are children, or the intellectually disabled not human? If awareness of the sacred is what makes us human, then that limits those whose cognitive abilities are different. 

Christians believe that what makes us human is the image of God in us. But what is that image? It is given to humans when God made them right at the beginning of things. It is the divine something that sets us apart from trees and plants, even animals. It is a quality that God gives to humans in the creative act of making them. It is not something that humans do for themselves but something they receive from God. Could it be applied to Neanderthals or early human species? I think so. Although these early species were very different in some respects to us, they had the features of humanity that count. They had relationships, the capacity to experience awe and wonder and they loved one another (like the mother and child). The image of God could be many things but one thing is certain, it a gift from God because of his love for humans. The need for love, community and worship that is in all of us points back to this. We love one another because we are first loved by God and that is what makes us human. 

 

 

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