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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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Article
Comment
Economics
Politics
Trust
5 min read

Tariffs destroy trust so where do we go next?

Blunt weapons cause a mess in markets and lives.

Paul Valler is an executive coach and mentor. He is a former chair of the London Institute for Contemporary Christianity.

A gold coin with the DOGE dog on it, lies over the face on a $50 bill.
So doge-y.
Kanchanara on Unsplash

‘When America sneezes the rest of the world catches a cold’ quipped economists almost a century ago after the Wall Street crash.  A comment that might equally apply to the more than 10 per cent drop in stock markets caused by President Trump’s sudden raised tariffs on imports to the USA.  The impact of the American economy on the world is inescapable.  It represents almost a quarter of global GDP and the dollar is the leading reserve currency, accounting for around 60 per cent of international foreign exchange reserves.  Size is what enables America to bully the rest of the world. 

For decades the American trade deficit has been an elephant in the room and Trump is to be applauded for recognising it and addressing the problem. Unfortunately, the way he has gone about it has caused another, bigger problem. Changing the direction of the global economy is like turning a tanker, it cannot be done easily or quickly, but Trump’s style is to attack, like hammering at a nail.  Every issue in geopolitics looks like another nail, waiting for him to hammer out a negotiated deal.  Full marks for courage, but not for wisdom. The blunt weapon of trade tariffs is designed to bring wealth and power back towards the USA, but blunt weapons often cause a mess, and sure enough a global mess is what we now have.  A US/China trade war with higher prices that could end up stoking inflation and a government own goal.   

Panic selling of government bonds signalling a loss of confidence following Trump’s dramatic tariff boost is reminiscent of the impact of Liz Truss’ sudden and radical UK tax cuts, which were also driven by an ideology, but ended up as a wrecking ball.  Even some of Trump’s backers have warned of an economic nuclear winter.  In the long run, Trump has done the world a favour by highlighting a structural issue that needed correction, but his economically violent methods of addressing it look increasingly unwise.  If a global depression does happen on the back of all this, then coupled with the rise of autocratic and belligerent leadership, we would face a worrying parallel to what happened in the 1930s when the world eventually slid into war.   

Tariffs are like walls, barriers to cooperation and the epitome of economic selfishness.  Make America Great Again is selfishness writ large - a society pursuing wealth and power without the cohesive framework of values that are so essential to cooperation and community wellbeing.  A psychology of self-centredness that damages relationships at the national level.  This is what I find most concerning about Trump’s approach; not just the economics but the long-term legacy of relational damage that could last well beyond his Presidential term. 

Our fears reveal just how much we trust in wealth above everything else, and how much the fear of scarcity affects our mental health.

Michael Schluter in his book The Relational Lens defines five principles, or measures, of relational health.  They are directness, parity, common purpose, continuity and breadth.  Applying those five measures helps us see why Trump’s tariffs are the polar opposite of relational.  He introduced these escalating penalties remotely and not in face-to-face negotiations.  Exploiting the power of America instead of showing respect for the status and needs of other nations.  Tariffs have no common purpose with other countries, only a selfish agenda.  There is no continuity with previous trading protocols.  And it is all purely financial, with no reference to the broader holistic impact.  All in all, a relational disaster.   

Despite living in the ‘first world’ we remain gripped with fear of loss.  Our fears reveal just how much we trust in wealth above everything else, and how much the fear of scarcity affects our mental health. Markets are not entirely rational; they are driven by algorithms that stem from this psychology of greed and fear.  Emotions and trading swing wildly with a herd instinct that often drives behaviour.  As Rabbi Jonathan Sachs said:  

‘Markets have no moral compass; we have outsourced morality to legislation by the State.’   

But the worry now is that the current US administration shows signs of ignoring morality and even riding roughshod over the courts.  No wonder people feel afraid. 

Where can we find hope in all this turmoil?  Is there a better response than gritted teeth and the mantra: ‘this too shall pass’?  I think so.  There is life beyond the market.  Jesus said: ‘life does not consist in an abundance of possessions.’  We can choose to step back and look at all this with the true perspective that money isn’t everything.  We can cultivate gratitude for what we do have.  We can learn contentment.  Yet I feel for those who have experienced financial loss, and don’t want to minimise the reality of hardship.  In fact, something important and practical all of us who are privileged can and should do is to be vigilant in watching out for those who are poor and disadvantaged.  To look after those with a real need for the basics of life and help them through this tough time when economic disruption could make life even harder.  For those with a faith this is part of working out how our faith makes a positive difference where we are. 

Perhaps the supreme irony of this crisis is President Trump’s insistence that Americans must trust him.  Ironic, because the one thing that his tariff actions seem to have undermined more than anything else is trust.  The trust that is essential to the functioning of both markets and civilisation as a whole.  Face to face discussions must be the way forward now, to rebuild trust and find more nuanced, mutual approaches to solving America’s trade deficit.   

There is one person we can always trust though, and his name is written clearly on the American One Dollar bill. In God we trust. Let’s pray that Trump and his America returns to that imperative and turns back to a more Christ centred philosophy of loving our neighbour as ourselves, reflected in a more bilateral approach to diplomacy and agreement.

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 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.
Graham Tomlin
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