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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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Review
Belief
Culture
Music
Race
5 min read

Annie Caldwell: “My family is my band”

A force of nature voice that comes from the soul.

Jonathan is Team Rector for Wickford and Runwell. He is co-author of The Secret Chord, and writes on the arts.

A family group stand and sit for a photo.
Family album.
The Caldwells.

They say that good things come to those who wait. Annie Caldwell is someone who has experienced the truth of that proverb.  

The album she and her siblings (known as the Staples Jr. Singers) made and paid for themselves in 1975 sold only a few hundred copies but, when reissued in 2022, was received as a stone-cold classic and led to the recording of a second album 49 years after the first. Now, her other group, Annie and the Caldwells, have released their major label debut to rave reviews, 30 years after they first began performing. 

Annie Brown was 11 when the Staples Jr. Singers was formed in honour of Pops and Mavis Staples of the famed Chicago soul-gospel group, The Staples Singers. The siblings gained popularity at churches and functions throughout the American South and Midwest, being mentored by Mississippi greats like Lee Williams and Spiritual QCs. 

Back then, the South was desegregated on paper but not always in practice. Their parents found refuge and support in the church against the backdrop of an unwelcoming town (and nation), while the children found refuge and a greater purpose in life in the music. They were influenced by what they saw - the backlash after desegregation, Civil Rights - and wrote music with messages of community and social justice. “All the songs we were singing about,” said Annie’s brother Edward Brown, “We were going through it.” 

The Staples Jr. Singers got to make a single record together, one which, because of its rarity, became coveted by gospel soul collectors: When Do We Get Paid. They paid for the record themselves and pressed a few hundred copies, selling most of them on their front lawn to their neighbours. On its re-release in 2022, The Guardian called their socially conscious gospel album “Powerful,” and UNCUT said that it was “music that deserves your attention.” 

As a result, the Staples Jr. Singers finally had their time in the sun, including multiple European tours. Annie spoke then about being able to “do many things that we didn’t get the chance to do in the beginning of life … Because the time and money wasn’t there. It all came late, being in our sixties now—but it looks like it’s just beginning, you know? Life is just beginning for us.” She concluded that: “God has blessed us and opened up doors that we couldn’t even see,” and said that, “If I can help just one person, I know that I’m not singing in vain.” 

They play a powerful disco soul and delivering energetic and moving musical testimonies that blend the fiery sounds of gospel with the slow groove of soul. 

One warm evening in October 2023, the family gathered in a single-room church in West Point, Mississippi, called The Message Center to record their second album Searching. There, across the street from Annie’s house, they played songs they had written nearly fifty years before and did so together with four generations of their musical family. The original three Staples Jr. Singers, Edward, R.C., and Annie, were joined by some of the new vanguard: Edward’s son Troy on backing vocals, R.C.’s son Gary on bass, and R.C.’s grandson Jaylin on drums. “It was good to be able to go back,” said Annie, “and look back over our life. Some of the same songs that we had sung, those songs have a new meaning to me.” 

“The process was very easy,” said producer Ahmed Gallab, who performs as the artist Sinkane. “There’s nothing like a family bond/band. It was so special to watch how locked into each other everyone was. You can hear and feel that on this record.” He concluded: “I feel like I was able to witness part of this family’s continued story and legacy in real time. That was a very special thing to witness.” 

Annie and the Caldwells is also a family band, being led by Annie and her husband of the last fifty years Willie Joe Caldwell, Sr. (who plays guitar). Annie says, “My family is my band”: she is backed by their daughters Deborah Caldwell Moore and Anjessica Caldwell and goddaughter Toni Rivers; their eldest son Willie Jr. Caldwell is on the bass and youngest son Abel Aquirius Caldwell is on the drums. 

Annie traces the genesis of the band back to the moment she heard her daughters sing at a talent show: “They were really good. I said, ‘Let me get those girls before the devil gets them!’ Because I was raised up in gospel, so I think you should use what the Lord gave you for good. I decided to raise them with the values my father taught me – singing for the Lord.” 

They generally play on weekends, so for their day jobs Willie Jr. drives a forklift, Abel Aquirius drives hospital patients, Anjessica works in customer care for an insurance company, Toni is an elementary school teacher, and Deborah does hair. Annie runs a clothing store on Main Street called Caldwell Fashions, which has been a beloved staple for women dressing for COGIC (Church Of God In Christ ) convocations and anniversaries since the 1980s.  

Prior to the latest album, they released two albums under Ecko, a renowned soul and gospel label from Memphis. Influenced by The Gap Band, Chaka Kahn, and Bootsy Collins, they play a powerful disco soul and delivering energetic and moving musical testimonies that blend the fiery sounds of gospel with the slow groove of soul. Their music embodies the full power of gospel – the very kind The Message Center, where the family regularly performs, experiences on a weekly basis. The Message Center is also where Joe plays guitar every other Sunday, and where his father used to be a deacon.  

Like Searching, Can’t Lose My (Soul) was also recorded at The Message Center and produced by Gallab. He has said of the recording session: “Hearing Annie’s voice for the first time was like witnessing something rare. Like you’re in the presence of a force of nature that’s been here long before you. It’s visceral, almost like it’s coming from her soul. You can feel every part of her life, every little piece of her journey, in each note she hits. It’s pure talent: no effort, no pretense, just real and raw.” 

In his five-star review of the album for The Guardian, Alexis Petridis wrote: “These are great, powerful, moving songs, made all the more potent by the fact that they’re recorded live, without an audience, in a church …  their message is ultimately one of hope. You don’t need to share the Caldwells’ faith to find something powerful and inspiring in that, particularly given the current climate, which can easily incline you towards hopelessness …”