Explainer
AI - Artificial Intelligence
Belief
Creed
5 min read

Whether it's AI or us, it's OK to be ignorant

Our search for answers begins by recognising that we don’t have them.

Simon Walters is Curate at Holy Trinity Huddersfield.

A street sticker displays multiple lines reading 'and then?'
Stephen Harlan on Unsplash.

When was the last time you admitted you didn’t know something? I don’t say it as much as I ought to. I’ve certainly felt the consequences of admitting ignorance – of being ridiculed for being entirely unaware of a pop culture reference, of being found out that I wasn’t paying as close attention to what my partner was saying as she expected. In a hyper-connected age when the wealth of human knowledge is at our fingertips, ignorance can hardly be viewed as a virtue. 

A recent study on the development of artificial intelligence holds out more hope for the value of admitting our ignorance than we might have previously imagined. Despite wide-spread hype and fearmongering about the perils of AI, our current models are in many ways developed in similar ways to how an animal is trained. An AI system such as ChatGPT might have access to unimaginable amounts of information, but it requires training by humans on what information is valuable or not, whether it has appropriately understood the request it has received, and whether its answer is correct. The idea is that human feedback helps the AI to hone its model through positive feedback for correct answers, and negative feedback for incorrect answers, so that it keeps whatever method led to positive feedback and changes whatever method led to negative feedback. It really isn’t that far away from how animals are trained. 

However, a problem has emerged. AI systems have become adept at giving coherent and convincing sounding answers that are entirely incorrect. How has this happened? 

This is a tool; it is good at some tasks, and less good at others. And, like all tools, it does not have an intrinsic morality. 

In digging into the training method for AI, the researchers found that the humans training the AI flagged answers of “I don’t know” as unsatisfactory. On one level this makes sense. The whole purpose of these systems is to provide answers, after all. But rather than causing the AI to return and rethink its data, it instead developed increasingly convincing answers that were not true whatsoever, to the point where the human supervisors didn’t flag sufficiently convincing answers as wrong because they themselves didn’t realise that they were wrong. The result is that “the more difficult the question and the more advanced model you use, the more likely you are to get well-packaged, plausible nonsense as your answer.” 

Uncovering some of what is going on in AI systems dispels both the fervent hype that artificial intelligence might be our saviour, and the deep fear that it might be our societal downfall. This is a tool; it is good at some tasks, and less good at others. And, like all tools, it does not have an intrinsic morality. Whether it is used for good or ill depends on the approach of the humans that use it. 

But this study also uncovers our strained relationship with ignorance. Problems arise in the answers given by systems like ChatGPT because a convincing answer is valued more than admitting ignorance, even if the convincing answer is not at all correct. Because the AI has been trained to avoid admitting it doesn’t know something, all of its answers are less reliable, even the ones that are actually correct.  

This is not a problem limited to artificial intelligence. I had a friend who seemed incapable of admitting that he didn’t know something, and whenever he was corrected by someone else, he would make it sound like his first answer was actually the correct one, rather than whatever he had said. I don’t know how aware he was that he did this, but the result was that I didn’t particularly trust whatever he said to be correct. Paradoxically, had he admitted his ignorance more readily, I would have believed him to be less ignorant. 

It is strange that admitting ignorance is so avoided. After all, it is in many ways our default state. No one faults a baby or a child for not knowing things. If anything, we expect ignorance to be a fuel for curiosity. Our search for answers begins in the recognition that we don’t have them. And in an age where approximately 500 hours of video is uploaded to YouTube every minute, the sum of what we don’t know must by necessity be vastly greater than all that we do know. What any one of us can know is only a small fraction of all there is to know. 

Crucially, admitting we do not know everything is not the same as saying that we do not know anything

One of the gifts of Christian theology is an ability to recognize what it is that makes us human. One of these things is the fact that any created thing is, by definition, limited. God alone is the only one who can be described by the ‘omnis’. He is omnipotent, omnipresent, and omniscient. There is no limit to his power, and presence, and knowledge. The distinction between creator and creation means that created things have limits to their power, presence, and knowledge. We cannot do whatever we want. We cannot be everywhere at the same time. And we cannot know everything there is to be known.  

Projecting infinite knowledge is essentially claiming to be God. Admitting our ignorance is therefore merely recognizing our nature as created beings, acknowledging to one another that we are not God and therefore cannot know everything. But, crucially, admitting we do not know everything is not the same as saying that we do not know anything. Our God-given nature is one of discovery and learning. I sometimes like to imagine God’s delight in our discovery of some previously unknown facet of his creation, as he gets to share with us in all that he has made. Perhaps what really matters is what we do with our ignorance. Will we simply remain satisfied not to know, or will it turn us outwards to delight in the new things that lie behind every corner? 

For the developers of ChatGPT and the like, there is also a reminder here that we ought not to expect AI to take on the attributes of God. AI used well in the hands of humans may yet do extraordinary things for us, but it will not truly be able to do anything, be everywhere, or know everything. Perhaps if it was trained to say ‘I don’t know’ a little more, we might all learn a little more about the nature of the world God has made. 

Article
Belief
Creed
Ethics
Politics
7 min read

The Danish Prime Minister is right - the West needs a spiritual rearmament

Christianity should challenge, not reflect, the cultural zeitgeist

Graham is the Director of the Centre for Cultural Witness and a former Bishop of Kensington.

Mette Frederiksen gesture as she delivers a speech.
Mette Frederiksen speaking at Aalborg University.
Aalborg University.

For some time, there has been a sense of crisis in Europe. You can feel it. European nations are re-arming themselves as America turns off the financial tap. They are struggling to manage levels of migration. Young people are losing faith in democracy.  

Yet this is not primarily an economic crisis, or even a political or ethnic one. It is spiritual. And when you start to look for it, you see the signs of it everywhere.  

Take one example. Back in the summer, Mette Frederiksen, the Prime Minister of Denmark announced a national military build-up involving increased defence spending, conscription and so on, all fuelled by the general north European fear of expansionist Russia. While speaking to a group of Aalborg University students soon after, she surprised everyone by saying: 

“We will need a form of rearmament that is just as important (as the military one). That is the spiritual one.” 

She spoke of the discernment needed to tell the difference between truth and falsehood in a world where they were hard to tell apart - and implied this required spiritual wisdom not more technology. Increasing levels of conscription is one thing, but persuading young Danes to fight and even die for anything is another. The problems are not unique to Denmark. Why would Gen Z fight for an economic system that doesn't seem to be working in their favour, doesn't offer them the prospect of owning a home or a stable job, and offers little to inspire any kind of heroism? John Lennon imagined a world with “nothing to kill or die for.” If there is nothing you would die for, there probably isn’t much to live for either.  

Frederiksen’s call is just one sign of the spiritual crisis in Europe. Another is the rise of what is sometimes called ‘Christian nationalism’. Elites may sneer at the flags on lamp posts and the crosses held aloft in populist marches, but these are the visible signs of swathes of people in the UK who feel no-one listens to them, and who regret the loss of the cultural and broadly Christian framework that in the memory of past generations provided the operating system of British life for centuries. Its disappearance since the 1960s and the lack of anything to replace it is a problem. The ‘new atheism’ was an act of cultural vandalism, aiming to destroy faith but with nothing to put in its place. You don't have to believe that Tommy Robinson or even Nigel Farage is the answer to this yearning to recognise the validity of this sense of loss. 

Yet another is what has been called the ‘Quiet Revival’ - signs of renewed churchgoing among (especially) young men in the UK. Revivals of religion usually happen when a community feels its identity and survival is under threat. At such times, people go back to their roots, to available sources of wisdom and reassurance. This isn't yet a wholesale turning to the Church, but it is sign of a yearning for some kind of spiritual meaning, for something sacred – something that can't be bought for money and that has a value beyond what we choose to give it.  

So - back to Mette Frederiksen’s surprising call for spiritual renewal in her own country. Denmark is one of Europe’s most secular nations, Frederiksen is not known as a regular churchgoer, and her Social Democrat party has generally been lukewarm about religion in recent decades. Yet she was honest enough to recognise the problem. If we have told ourselves for decades that there is no such thing as truth, it's not surprising we find it hard to tell truth from falsehood. When we have confidently proclaimed that the most important voice to listen to is our own desires – ‘you be you’ – it is not surprising that that we don’t have any ideals left to live or die for. Young people might take to the streets over climate change or Palestine, but being willing to lay down their lives for something beautiful, sacred, something transcendent beyond all that - even when it has sustained their civilisation for generations? Probably not. And there is no reason to think that Denmark is any different from any other European country. The same is surely true in Britain, even if our politicians are not as perceptive as Mette Frederiksen in noticing the problem.  

So where is an answer to be found? Mette Frederiksen called out to the Church for an answer:  

“I believe that people will increasingly seek the Church, because it offers natural fellowship and national grounding… If I were the Church, I would be thinking right now: how can we be both a spiritual and physical framework for what Danes are going through?” 

Yet herein lies the problem. The Church of Denmark, one of northern Europe’s Lutheran churches, is not exactly in a great state. 70 per cent of the population may be registered members of the church, but only 2.4 per centof those actually turn up in church on Sundays – which makes for an average of 30 people in any local Danish Lutheran church on Sunday.  

In Ireland, the Roman Catholic Church ordained just 13 priests this year. Fifty years ago, 90 per cent of Irish people went to mass every week. Now it’s around 16 per cent. The decline was a self-inflicted disaster as scandals of abuse and cruelty recurred with depressing frequency. The Church of England’s attendance figures are not much more encouraging. And its ability to offer something to live and die for is far from clear. The philosopher John Gray is scathing about the western churches’ captivity to the spirit of the age. He thinks of them as “mirroring the confusion of the zeitgeist rather than offering a coherent alternative to it… this kind of Christianity is a symptom of the disease not a cure for it.” 

That may be the problem - but it is also the opportunity. Christianity is the west’s default spiritual tradition. Nothing goes as deep into the European soul as this. Others come and go, but this faith is in our veins, our landscape, our art and our memory. Time and again, from its early centuries, it has inspired countless people to live lives of selfless devotion. It happened when the Byzantine empire emerged from the ruins of the Roman one, when a new medieval Christianised civilisation grew out of the ruins of the barbarian conquests, or in the reform movements of the sixteenth and seventeenth centuries, or the missionary movements of the nineteenth centuries. Time and time again it has proved a catalyst for wisdom to face the challenges of crisis, for individual self-sacrifice, cultural renewal and a purpose beyond personal fulfilment – something to live - and die - for.  

And it still does. You only have to recall the 21 Libyan martyrs – mostly ordinary Coptic Christians from a simple Egyptian village who were captured by ISIS in 2015, and who chose a gruesome death rather than forsake their faith in the love of Christ – to show how Christian faith gives something not to kill – but to die for.  

I have no doubt Christianity can provide that again. Not as a reversion to something past, but in a new form that is true to its roots, but in a way that will look new – maybe humbler, simpler, purer. 

This is the challenge for such new leaders as Pope Leo and soon-to-be Archbishop Sarah Mullally. And indeed, for all of us who call ourselves Christian. Can we Christians, as John Gray put it, offer a coherent alternative to the confusion of the zeitgeist rather than be a pale reflection of it?  

The future, not just of European Christianity, but also of Europe may depend on it.  

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