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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
Belief
Books
Culture
Film & TV
5 min read

Waiting for George: why I am yearning for an ending in Game of Thrones

Why does it matter so much that the series is unfinished?

James is a writer of sit coms for TV and radio.

Two people sit at a table strewen with old books lit by candle light.
Looking for the next chapter.
HBO.

Should you start something if you can’t be sure it’s going to finish? More specifically, should I read A Dance with Dragons by George RR Martin? It’s book five in the Game of Thrones series. The author is 76. Fans have been waiting fourteen years for book six, The Winds of Winter. And many are doubting the book will ever arrive, let alone book seven, A Dream of Spring. If current trends continue, HS2 will be completed faster than the Game of Thrones book series. 

There are plenty of other reasons not to read A Dance with Dragons. I’ve seen the adaptation for HBO which hit our screens in 2011. The plots have been already spoiled. I already know what’s going to happen. 

Yet over the last couple of years, I’ve read the first four books in the series and enjoyed them. A Storm of Swords, the third book in the series, was stunning, even though the plot had been thoroughly spoiled. I already knew about the Red Wedding, and the fate of King Joffrey and what happened to Jamie Lannister’s hand. Nonetheless, A Storm of Swords was enthralling and relentless. Just when I thought my jaw could not drop any further, it would drop again. The fact that A Dance with Dragons has already been on TV is not a consideration. 

A stronger reason against reading A Dance with Dragons is this: book four in the series, A Feast for Crows is, frankly, for the birds. Following on from the scintillating Storm of Swords, George RR Martin decided to focus on all of the least interesting characters who wander around Westeros desperately seeking a plot. But A Dance with Dragons, I’m told, returns to the best characters, like Tyrion Lannister, Varys and John Snow. What’s not to like? 

Here’s what: I end up being captivated by the world of Westeros all over again and left in the lurch. It could happen. In fact, I would expect it to happen. I might find myself primed and ready for the sixth book in the series, The Winds of Winter, which may never come. It’s been fourteen years. Say it comes next year. Book seven may takes another five. He’ll be 82. He might not make it. Heck, I’ll be 56. I might not make it! 

George RR Martin is aware of this fan fury. He often refers to it in interviews or on his blog. In 2019 he wrote: 

“…if I don’t have THE WINDS OF WINTER in hand when I arrive in New Zealand for worldcon, you have here my formal written permission to imprison me in a small cabin on White Island, overlooking that lake of sulfuric acid, until I’m done.” 

The lake has been prepared, George. You’ll need to do better than ‘direwolves ate my homework.’ Martin explains he’s been working on related projects which now includes opening a pub called Milk of the Poppy. He doesn’t work the bar or change the barrels but fans now suspect that Martin is avoiding finishing the books on purpose. Why? 

Some say he knows he can’t finish the book because he’s an existentialist. After all, he wrote the books to show the sprawling messiness of the real world by using the anarchy of the Seven Kingdoms of Westeros. For George RR Martin, life is not full of heroes and villains like Gandalf and Saruman. He has a point. The most interesting characters in Lord of the Rings are Gollum and Boromir. 

Game of Thrones is an intentionally complex mess of compromise and chaos. There are no good guys, except John Snow. And there are no real villains except King Joffrey. And Cersei, Melisandre, Little Finger, The Mountain and, wow, that’s already quite a long list, isn’t it? 

The moral complexity was highlighted by the end of the TV series, which had to invent its own finale, as none was provided by the author. Many fans were appalled at the last series, outraged that the resolution was jarringly neat. Others were just happy there was an ending – which made that first group of fans even angrier. 

Here’s the real question. Why does it matter? So the series is unfinished. Big deal. 

You know what else is unfinished? Your life. And the lives of everyone around us. We live with not knowing how our story will end. We are finite beings. We are born. We live with the limitations. 

And then the biggest limitation of all hits us: death. So why not just enjoy the moment? If we enjoyed the characters and the stories, what’s the problem? Storm of Swords was incredible. Maybe A Dance with Dragons will be brilliant too. Can’t I just enjoy that and move on? 

No. We yearn for an ending. Life is not one perpetual cliffhanger. Let us not confuse limited knowledge with suspense. The fact is that we are eternal beings. The Lord has set eternity in our hearts. Even the characters of Westeros believe in something beyond themselves – although all the talk of the old gods and the new is entirely unconvincing. I don’t really believe they believe in those gods. 

But they do believe in something outside of themselves. In Game of Thrones, a few good men are prepared to die with honour. Some awful men die in agony. Others are wrestling with doing the right thing when all around seem not to care. Some characters are yearning for home; some vindication; others love and acceptance. 

Our desire for an ending merely matches the desires of the characters that George RR Martin has created. They are so lifelike precisely because they believe in providence, fate, destiny or some divine standard to which they are held to account. In that, George RR Martin has made characters in God’s image, not his own.  

What I do know is this: my favourite character in Game of Thrones, Tyrion Lannister, would read A Dance with Dragons, curious to know what happens next. And that’s good enough for me. I’m in. 

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If you enjoy Seen & Unseen, would you consider making a gift towards our work?
 
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