Article
AI
Culture
Generosity
Psychology
Virtues
5 min read

AI will never codify the unruly instructions that make us human

The many exceptions to the rules are what make us human.
A desperate man wearing 18th century clothes holds candlesticks
Jean Valjean and the candlesticks, in Les Misérables.

On average, students with surnames beginning in the letters A-E get higher grades than those who come later in the alphabet. Good looking people get more favourable divorce settlements through the courts, and higher payouts for damages. Tall people are more likely to get promoted than their shorter colleagues, and judges give out harsher sentences just before lunch. It is clear that human judgement is problematically biased – sometimes with significant consequences. 

But imagine you were on the receiving end of such treatment, and wanted to appeal your overly harsh sentence, your unfair court settlement or your punitive essay grade: is Artificial Intelligence the answer? Is AI intelligent enough to review the evidence, consider the rules, ignore human vagaries, and issue an impartial, more sophisticated outcome?  

In many cases, the short answer is yes. Conveniently, AI can review 50 CVs, conduct 50 “chatbot” style interviews, and identify which candidates best fit the criteria for promotion. But is the short and convenient answer always what we want? In their recent publication, As If Human: Ethics and Artificial Intelligence, Nigel Shadbolt and Roger Hampson discuss research which shows that, if wrongly condemned to be shot by a military court but given one last appeal, most people would prefer to appeal in person to a human judge than have the facts of their case reviewed by an AI computer. Likewise, terminally ill patients indicate a preference for doctor’s opinions over computer calculations on when to withdraw life sustaining treatment, even though a computer has a higher predictive power to judge when someone’s life might be coming to an end. This preference may seem counterintuitive, but apparently the cold impartiality—and at times, the impenetrability—of machine logic might work for promotions, but fails to satisfy the desire for human dignity when it comes to matters of life and death.  

In addition, Shadbolt and Hampson make the point that AI is actually much less intelligent than many of us tend to think. An AI machine can be instructed to apply certain rules to decision making and can apply those rules even in quite complex situations, but the determination of those rules can only happen in one of two ways: either the rules must be invented or predetermined by whoever programmes the machine, or the rules must be observable to a “Large Language Model” AI when it scrapes the internet to observe common and typical aspects of human behaviour.  

The former option, deciding the rules in advance, is by no means straightforward. Humans abide by a complex web of intersecting ethical codes, often slipping seamlessly between utilitarianism (what achieves the most amount of good for the most amount of people?) virtue ethics (what makes me a good person?) and theological or deontological ideas (what does God or wider society expect me to do?) This complexity, as Shadbolt and Hampson observe, means that: 

“Contemporary intellectual discourse has not even the beginnings of an agreed universal basis for notions of good and evil, or right and wrong.”  

The solution might be option two – to ask AI to do a data scrape of human behaviour and use its superior processing power to determine if there actually is some sort of universal basis to our ethical codes, perhaps one that humanity hasn’t noticed yet. For example, you might instruct a large language model AI to find 1,000,000 instances of a particular pro-social act, such as generous giving, and from that to determine a universal set of rules for what counts as generosity. This is an experiment that has not yet been done, probably because it is unlikely to yield satisfactory results. After all, what is real generosity? Isn’t the truly generous person one who makes a generous gesture even when it is not socially appropriate to do so? The rule of real generosity is that it breaks the rules.  

Generosity is not the only human virtue which defies being codified – mercy falls at exactly the same hurdle. AI can never learn to be merciful, because showing mercy involves breaking a rule without having a different rule or sufficient cause to tell it to do so. Stealing is wrong, this is a rule we almost all learn from childhood. But in the famous opening to Les Misérables, Jean Valjean, a destitute convict, steals some silverware from Bishop Myriel who has provided him with hospitality. Valjean is soon caught by the police and faces a lifetime of imprisonment and forced labour for his crime. Yet the Bishop shows him mercy, falsely informing the police that the silverware was a gift and even adding two further candlesticks to the swag. Stealing is, objectively, still wrong, but the rule is temporarily suspended, or superseded, by the bishop’s wholly unruly act of mercy.   

Teaching his followers one day, Jesus stunned the crowd with a catalogue of unruly instructions. He said, “Give to everyone who asks of you,” and “Love your enemies” and “Do good to those who hate you.” The Gospel writers record that the crowd were amazed, astonished, even panicked! These were rules that challenged many assumptions about the “right” way to live – many of the social and religious “rules” of the day. And Jesus modelled this unruly way of life too – actively healing people on the designated day of rest, dining with social outcasts and having contact with those who had “unclean” illnesses such as leprosy. Overall, the message of Jesus was loud and clear, people matter more than rules.  

AI will never understand this, because to an AI people don’t actually exist, only rules exist. Rules can be programmed in manually or extracted from a data scrape, and one rule can be superseded by another rule, but beyond that a rule can never just be illogically or irrationally broken by a machine. Put more simply, AI can show us in a simplistic way what fairness ought to look like and can protect a judge from being punitive just because they are a bit hungry. There are many positive applications to the use of AI in overcoming humanity’s unconscious and illogical biases. But at the end of the day, only a human can look Jean Valjean in the eye and say, “Here, take these candlesticks too.”   

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Review
Art
Character
Culture
Faith
5 min read

Inside the minds of Siena’s finest artists

To exhibit art from a golden age, it first needs to survive.

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

A split wooden sculpted head stands in an exhibition.
Lando di Pietro's carving from 1388.

Curating an art exhibition about the emergence of recognisably life like painting and sculpture, pre-supposes just one thing. That the once innovative and venerated art works survive to today, even if shorn of their original, usually religious, settings. Those that made it to the National Gallery’s Siena: The Rise of Painting 1300-1350 have some tales to tell. That give us insight into their creators and their beliefs. 

A cracked skull is sadly not an unusual find in the aftermath of an explosion. But the head discovered in the rubble of a Siena church following a World War Two Allied bombing raid in 1944 was remarkable. Almost life-sized, made of walnut and depicting Christ’s face, the carving had originally been part of the figure on a crucifix, but now severed from its body, the head was almost sheered in two. From this destruction spilled more secrets.  

Hidden inside the skull, its creator Lando di Pietro inserted parchment with personal prayers. What little documentation we have about 14th century artists is usually public: contracts, lawsuits and wills, but these two scraps of writing represented Pietro’s personal faith. He dramatically asserted himself as the creator of the work: 

“Lord God made it possible for Lando di Pietro of Siena to sculpt this cross from wood in the likeness of the true Jesus Christ to recall for people the Passion of Jesus Christ…have mercy on all generations”  

And Lando also prayed for good health and for the world. 

The fragment of a crucifix dating from 1338, is the only surviving example of wooden sculpture by this renowned goldsmith and architect, one of the Trecento creators on display at Siena: The Rise of Painting 1300-1350. In the hothouse of creativity that was the Tuscan town in the first half of the 14th century, goldsmiths collaborated with sculptors and painters, and the images they collectively created inspired manuscript illuminators, whose works, passing through many hands, went on to inspire other artists. 

Siena’s position on the Via Francigena, the major pilgrim route between northern Europe and Rome, ensured the city’s artistic innovations spread to Britain and eastern Europe and beyond. And Sienese painter Simone Martini’s patronage by cardinals and members of the Papal curia in the Pope’s court at Avignon, showcased the techniques, materials and styles of Siena to influential church leaders and royal courts throughout the Catholic communion. Interconnected through marriage and diplomacy, the courts of northern Europe would have diffused Sienese style through the exchange of gifts, and hosting and commissioning peripatetic artists from the city. 

The portability of devotional objects also spread the developments of Siena’s more naturalistic and emotional style, way beyond the city’s boundaries. 

Decorative crosiers would have been in motion during processions, and the sculptural decoration contained in their curved tops were viewed in the round. On the Master of San Galgano Crosier, about 1315-20, the cast figure of the saint kneels in front of his makeshift cross. St Galgano’s praying hands and bent elbows form a perfect line with the sheathed sword, that the twelfth century knight miraculously drove into a rock. The Abbey of San Galgano grew up near the site of the miracle, and the intricately decorated reliquary containing the saint’s head is faithfully reproduced in enamel at the top of the staff.    

Simone Martini’s Orsini Polyptych, dating from around 1310, can be understood as a freestanding, miniature, double sided altarpiece, depicting a silent Annunciation on one side, and a tumultuous Passion cycle on the other. The polyptych’s probable patron, Cardinal Napoleone Orsini is portrayed at the foot of the cross in the Deposition. Fully closed for transportation, the eight panels resemble a block of marble encased in gold. With the outer wings closed, the marble ‘covers’ become a setting for an Annunciation diptych. Fully opened, the panels tell the Passion, story Christ’s torture and death.  

Originally the panels were likely hinged together, so the work could fold like a concertina. After a period at the Papal curio in Avignon, the panels were separated centuries ago. Seeing the panels individually lost the tangibility of the object’s manipulation of space, through folding and portability. Seeing them united in the National Gallery for the first time in centuries is incredibly moving. 

An early fifteenth century French prayer book The Belles Heures of Jean de France, Duc de Berry, has a Lamentation scene sharing many motifs with the Orsini Polyptych, including the woman tearing at her hair, Saint John the Evangelist covering his eyes, and the back view of Mary Magdalene crouching over Christ’s feet. Within a hundred years, the Sienese emphasis on human emotion and portraying figures in recognisably three-dimensional space, had rippled out to other art forms and other countries.  

One of Britain’s medieval treasures, the Wilton Diptych, commissioned by Richard II about a decade earlier than Berry book of hours, also reveals the influence of Siena: from the king’s animated pose kneeling before the Virgin and Child, to the egg tempera paint, and gold leaf sgraffito, where the surface is scratched away to depict sumptuous textiles. 

In an exhibition full of showstoppers, the unification of the back predella (altarpiece base) of Duccio’s Maestra altarpiece is a standout moment. Installed in Siena Cathedral in 1311, Maestra has the oldest surviving narrative predella. On the front, depicting the Virgin Mary at the centre of a heavenly court, the painter had included his signature and a prayer. 

“Holy Mother of God, bring peace to Siena, and bring life to Duccio who painted you like this.”  

While the front image of the heavenly court would have been viewed from afar, the congregation could move close to the back predella and view a sequence of panels on Christ’s teaching and miracles as they prayed.  

In 1771 the Maestra was sawn in half, and the predella dismantled. Its individual scenes were dismantled and displayed, and then sold, separately. The eight surviving panels are reunited in the National Gallery for the first time in 250 years. 

The Black Death struck Siena in 1348, killing up to half its population, including many artists. Over centuries, plague, war, differences of religious doctrine, and fashion for Grand Tour mementoes, saw objects dismembered and repurposed. Yet the emotional resonance of maternal love seen in Ambrogio Lorenzetti’s Madonna del Latte, c.1325 or the humanising family drama of Simone’s last surviving work, Christ Discovered in the Temple, 1342, could never be undone. Art grounded in human emotions and human perceptions of the spaces around us, was here to stay, 

The wartime work of the Monuments, Fine Arts, and Archives (MFAA) unit in preserving treasures such as the Head of Christ found in the ruins of the Basilica di San Bernadino all’Osservanza, was dramatised in George Clooney’s 2014 film Monuments Men. Creativity’s boundless resistance to the forces of destruction will always be box office.  

  

Siena: The Rise of Painting 1300 -1350 National Gallery, until 22 June. 

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