Article
AI - Artificial Intelligence
Culture
5 min read

What AI needs to learn about dying and why it will save it

Those programming truthfulness can learn a lot from mortality.

Andrew Steane has been Professor of Physics at the University of Oxford since 2002, He is the author of Faithful to Science: The Role of Science in Religion.

An angel of death lays a hand of a humanioid robot that has died amid a data centre
A digital momento mori.
Nick Jones/midjourney.ai

Google got itself into some unusual hot water in recently when its Gemini generative AI software started putting out images that were not just implausible but downright unethical. The CEO Sundar Pichai has taken the situation in hand and I am sure it will improve. But before this episode it was already clear that currently available chat-bots, while impressive, are capable of generating misleading or fantastical responses and in fact they do this a lot. How to manage this? 

Let’s use the initials ‘AI’ for artificial intelligence, leaving it open whether or not the term is entirely appropriate for the transformer and large language model (LLM) methods currently available. The problem is that the LLM approach causes chat-bots to generate both reasonable and well-supported statements and images, and also unsupported and fantastical (delusory and factually incorrect) statements and images, and this is done without signalling to the human user any guidance in telling which is which. The LLMs, as developed to date, have not been programmed in such a way as to pay attention to this issue. They are subject to the age-old problem of computer programming: garbage in, garbage out

If, as a society, we advocate for greater attention to truthfulness in the outputs of AI, then software companies and programmers will try to bring it about. It might involve, for example, greater investment in electronic authentication methods. An image or document will have to have, embedded in its digital code, extra information serving to authenticate it by some agreed and hard-to-forge method. In the 2002 science fiction film Minority Report an example of this was included: the name of a person accused of a ‘pre-crime’ (in the terminology of the film) is inscribed on a wooden ball, so as to use the unique cellular structure of a given piece of hardwood as a form of data substrate that is near impossible to duplicate.  

The questions we face with AI thus come close to some of those we face when dealing with one another as humans. 

It is clear that a major issue in the future use of AI by humans will be the issue of trust and reasonable belief. On what basis will we be able to trust what AI asserts? If we are unable to check the reasoning process in a result claimed to be rational, how will be able to tell that it was in fact well-reasoned? If we only have an AI-generated output as evidence of something having happened in the past, how will we know whether it is factually correct? 

Among the strategies that suggest themselves is the use of several independent AIs. If they are indeed independent and all propose the same answer to some matter of reasoning or of fact, then there is a prima facie case for increasing our degree of trust in the output. This will give rise to the meta-question: how can we tell that a given set of AIs are in fact independent? Perhaps they all were trained on a common faulty data set. Or perhaps they were able to communicate with each other and thus influence each other.  

The questions we face with AI thus come close to some of those we face when dealing with one another as humans. We know humans in general are capable of both ignorance and deliberate deception. We manage this by building up degrees of trust based on whether or not people show behaviours that suggest they are trustworthy. This also involves the ability to recognize unique individuals over time, so that a case for trustworthiness can be built up over a sequence of observations. We also need to get a sense of one another's character in more general ways, so that we can tell if someone is showing a change in behaviour that might signal a change in their degree of trustworthiness. 

In order to earn our trust, an AI too will have to be able to suffer and, perhaps, to die. 

Issues of trust and of reasonable belief are very much grist to the mill of theology. The existing theological literature may have much that can be drawn upon to help us in this area. An item which strikes me as particularly noteworthy is the connection between suffering and loss and earning of trust, and the relation to mortality. In brief, a person you can trust is one who has ventured something of themselves on their pronouncements, such that they have something to lose if they prove to be untrustworthy. In a similar vein, a message which is costly to the messenger may be more valuable than a message which costs the messenger nothing. They have already staked something on their message. This implies they are working all the harder to exert their influence on you, for good or ill. (You will need to know them in other ways in order to determine which of good or ill is their intention.)  

Mortality brings this issue of cost to a point of considerable sharpness. A person willing to die on behalf of what they claim certainly invests a lot in their contribution. They earn attention. It is not a guarantee of rationality or factual correctness, but it is a demonstration of commitment to a message. It signals a sense of importance attached to whatever has demanded this ultimate cost. Death becomes a form of bearing witness.  

A thought-provoking implication of the above is that in order to earn our trust, an AI too will have to be able to suffer and, perhaps, to die. 

In the case of human life, even if making a specific claim does not itself lead directly to one's own death, the very fact that we die lends added weight to all the choices we make and all the actions we take. For, together, they are our message and our contribution to the world, and they cannot be endlessly taken back and replaced. Death will curtail our opportunity to add anything else or qualify what we said before. The things we said and did show what we cared about whether we intended them to or not. This effect of death on the weightiness of our messages to one another might be called the weight of mortality. 

In order for this kind of weight to become attached to the claims an AI may make, the coming death has to be clearly seen and understood beforehand by the AI, and the timescale must not be so long that the AI’s death is merely some nebulous idea in the far future. Also, although there may be some hope of new life beyond death it must not be a sure thing, or it must be such that it would be compromised if the AI were to knowingly lie, or fail to make an effort to be truthful. Only thus can the pronouncements of an AI earn the weight of mortality. 

For as long as AI is not imbued with mortality and the ability to understand the implications of its own death, it will remain a useful tool as opposed to a valued partner. The AI you can trust is the AI reconciled to its own mortality. 

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