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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
Culture
Economics
Trust
5 min read

Money’s hidden meanings in a contactless age

The Bank of England Museum reveals the symbolism, morality and power woven into the history of money

Susan is a writer specialising in visual arts and contributes to Art Quarterly, The Tablet, Church Times and Discover Britain.

Gold bars stacked in the Bank of England vault.
The Bank of England vaults.
Bank of England.

Our era of contactless payments obscures the symbolism once lavished on money. But the rich history of meaning, morality and power, layered into everyday transactions, is uncovered at an exhibition at the Bank of England Museum 

Building the Bank celebrates 100 years of the current Bank of England building, on the site of Sir John Soane’s original structure, completed in 1827. Surveying a century makes past practices seem quaint: until 1973 the institution was guarded by the Bank Piquet military guard. A 1961 photo shows 12 Guardsmen with bearskin hats and bayonets, together with a drummer or piper, a sergeant and an officer, marching into the Threadneedle Streer entrance. Even now, when the wealth of most people in developed countries is contained in data warehouses, 400,000 gold bars are held in vaults deep beneath the Bank. 

Faiths have grappled with money’s impact for millennia. Christianity’s relationship with money is tinged with unease, as St Paul’s oft misquoted letter to Timothy illustrates: “For the love of money is the root of all evil: which while some coveted after, they have erred from the faith, and pierced themselves through with many sorrows.” Personally, the immobilising feeling of envy, particularly if it is towards friends, does feel exactly like being pierced with blinding toxicity. 

Contrastingly, in Hinduism pursuing wealth is one of four pillars of faith, called Artha. In Hinduism attempting to attain material wealth is part of attempting to attain salvation. 

Herbert Baker, architect of the Bank of England, embodies moral ambiguity around faith and money. Buried in Westminster Abbey, and architect of Church House next door, Baker established his reputation working for Cecil Rhodes, prime minister of the Cape Colony 1890- 96. Vicar’s son Rhodes is now seen as paving the way for apartheid in southern Africa, and imposing an economically exploitive, racist, and imperialist system on the region. Baker also worked with better- known Edwin Lutyens on government buildings in New Delhi from 1912, declaring of the British Raj’s new seat of power “it must not be Indian, nor English, nor Roman, but it must be Imperial”. 

After World War One, Soane’s bank was too small to house the increased staff numbers needed to service the ballooning national debt and financial complexity of the Roaring Twenties. Bordered by major roads at the heart of the City of London, the institution’s footprint could not expand, so Herbert created a design incorporating some of Soane’s classical aspects, but with floors at a greater depth and height than its processor.  

From grand gestures to tiny details, classical mythology is a key element of the Bank’s design. Sculptor Charles Wheeler modelled doorknobs showing the face of Mercury. Mercury is the patron deity of finance and communication. Tiles for an officials’ lunchroom show a caduceus, with two bright blue snakes, tails entwined, framing Mercury’s face. Caducei are the symbol of commerce, representing reciprocity and mutually beneficial transactions.  

Forty caryatids, the classical female form used in place of a pillar in Greek architecture, were salvaged from Soane’s building and reused. Some caryatids are in the area where old banknotes can be exchanged, besides the museum, now the only part of the Bank open to the public.  

Outside, on the dome at the northwest corner of the bank, a gilt bronze statue of Ariel, named after the spirit of the air in The Tempest, represents “the dynamic spirit of the Bank which carries Credit and Trust over the wide world.” 

The image of banks as depositories of trust and positive relationships took a pasting worldwide during the 2008 Credit Crisis and lean years that followed. But in 2015 former Archbishop of Canterbury, Justin Welby, argues that banking services are a key part of functioning communities, and banks should be able to put people before profit. “At the heart of both these expectations is the value of the person as sacred, and all other things as secondary to human dignity. It is a value rooted in many faiths and especially in our Judaeo-Christian tradition. Of course profits have to be made, but they need to be measured not only in terms of their absolute return on capital employed, but also in terms of the human cost of achieving that return. 

“Large institutions with adequate balance sheets working to maximise returns from those who can most afford it do not produce a sustainable society in the long term. Such an approach is narrow-minded and short-termist, because sustainable societies are essential to the large companies within them. It is also an immoral approach.” 

Mosaics created by Boris Anrep idealise the Bank’ of England’s sunnier intentions towards the wider community. Anrep also designed mosaics for Westminster Cathedral, Tate Britain and the National Gallery. For the Bank, a tiny coin from the reign of Henry VIII known as the George Noble, the first time St George and the dragon appeared on English coinage, was magnified into a roundel showing the galloping saint, visor up, lancing the prostate dragon at the base. The George Noble was one of 50 designs, based on advances in coinage, gracing the Bank’s corridors.  

At the main entrance, a mosaic showing a pillar, representing the Bank, is guarded by two lions, referencing the sculpture from Mycenae. The Bank’s global role, and place at the centre of the then British Empire is shown by the constellations of the Plough and Southern Cross, representing the southern and northern hemispheres. 

An image of the Empire Clock Baker made for the Bank, - now disassembled - shows an ornate dial, marked in 24 sections, with the sun representing India and an anchor symbolising the port cities of Singapore and Hong Kong. 

In 1946 the Bank of England was nationalised, formalising its role as a public institution, operating in a post war decolonialising world, totally different to the one its building had been designed for just 20 years before. 

Systems and symbols around money mutate with the times. Money’s intangibility in our time of app and tap payment, makes its power less distinct than in the days of gold sovereigns. But we fool ourselves if we say money is unimportant, because all of history says otherwise. 

  

 

Building the Bank, Bank of England Museum, until 2026