Explainer
AI
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
Church and state
Comment
Politics
6 min read

Danny Kruger, Christian values, and the dangers of thin religion

Thick or thin? Christianity’s role in Britain’s cultural crossroad

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

A backbench MP stands in an almost empty chamber and speaks
Danny Kruger addressing Parliament.
Parliament TV.

In case you hadn’t noticed, a speech given to an audience of about seven people in a sparse House of Commons recently went viral. Danny Kruger’s recent call for a Christian restoration in the UK has generated a lot of attention. 

I've noticed two distinct responses in recent days. On one side, there are three (or more) cheers for Danny. He has been interviewed at Christian festivals, lauded for a brave, deeply considered and soulful appeal to the Christian heritage of the nation. He has been thinking deeply about this for some time as demonstrated in his book Covenant, sometimes seen as a manifesto for a renewed Conservatism based around the claims of family, community and nation, and summarised in this Seen & Unseen article. As one of the most prominent voices against the recent bills to permit assisted dying and the termination of full-term embryos, he is clearly reeling from the impact of these devastating recent votes in the Commons that, more than anything else, seem to demonstrate how far the nation has slipped its Christian moorings.  

Yet it’s not hard to stumble across another reaction. A former Bishop of Oxford called Kruger’s claim that the UK was a Christian nation anachronistic and counter-productive. Others have pointed out that many Jews, Muslims or hardened atheists would not be delighted to be told that ‘it is your church and you are its member.’ Others question whether there can be such a thing as a 'Christian nation'.

Some have picked up on a darker side to all this. Recent riots outside hostels for immigrants in Rotherham and Norwich showed protesters carrying flags of St George, even brandishing a wooden cross. Stephen Yaxley-Lennon, aka Tommy Robinson, and Nigel Farage have recently been speaking much more openly about the ‘Christian values’ on which Britain is founded, and many on the extreme right seem to have latched onto Christianity as at the heart of what they see as a cultural, civilisational war. Kruger’s talk of the gap left by Christianity’s demise being filled by Islam and, what worries him more, a kind of ‘wokeism’ that blends ‘ancient paganism, Christian heresies and the cult of modernism’, sets up a stark opposition. He goes on: “That religion, unlike Islam, must simply be destroyed, at least as a public doctrine. It must be banished from public life.” Does that language stray a bit too close to the aggressive language of more extreme voices on the right?  

Now I have some sympathy with this. I have written before of how I also fear the pagan gods are making a return. Like Danny Kruger, I too believe the recent votes in the House of Commons are a dark and dangerous turn toward death not life. Yet I can’t shake a nervous feeling that, without some careful thought, we might be summoning up shades we might not be able to control.  

The signs – and the solution - lie in the past. For centuries, Christianity, like all other religions, has been used as a weapon in civilisational wars. It happened in the Crusades of the eleventh to thirteenth centuries. It happened in the Balkan wars involving Serbia, Croatia and Bosnia in the 1990s and 2000. It happened in the ‘Troubles’ in Northern Ireland, where your neighbour being Protestant or Catholic was a reason to kill them.  

Theologians and sociologists sometimes talk of ‘thick’ and ‘thin’ religion. ‘Thin’ religion is simply a badge of identity. It often blends religion, politics and nationalism and serves as a motivation to unite people around a cause, such as Hindu nationalism, Muslim victimhood, or Christian supremacy. It is religion seen purely as a label, a badge of tribal identity over against other religious identities, however deeply felt. It is often nostalgic, ranged against enemies who are determined to destroy it, denigrating those who are not part of the religion as less deserving of value. It sees the Christian god as one of many gods – our god – which we must fight for against other gods, rather than, as Christian theology has always taught, the one true God who sits above all other gods, the God of the whole earth. It is paradoxically a manifestation of the kind of the kind of culture that Danny Kruger hates: “a return to the pagan belief that your value is determined by your sex, race or tribe.” Tommy Robinson’s faith seems as good an example of this as any. This is ‘thin’ religion.

I propose a simple test. If someone advocates Christian values and regularly goes to church, then they have a legitimate voice. 

‘Thick’ religion, however, is different. It is not just a badge of identity, but entails a set of distinct beliefs and practises. It means submitting yourself to the disciplines of the faith. In the Christian context, it a belief in God as Father, Son and Holy Spirit, that Jesus is the Son of God, that he died for the sins of the world, rose again on the third day and will return one day to judge the living and the dead. It involves a serious attempt to live the Christian life, to love your neighbour, and even your enemy, helping the poor and vulnerable, praying regularly, being consistently present at church worship and so on.  

Christian hymns have always had a fair amount of militant imagery, from ‘Onward Christian Soldiers’ to ‘Fight the Good Fight’, and more contemporary ones about God ‘fighting our battles’. Yet this has always meant a serious fight against enemies within – pride, greed, anger and spiritual lethargy. When it became focussed on human enemies, as it did in the Crusades, a line was crossed from ‘thick’ into ‘thin’ religion. 

It's not always easy to tell the difference between those who adopt thick and thin Christianity. I propose a simple test. If someone advocates Christian values and regularly turns up at church, then they have a legitimate voice, and are worth a hearing. If they turn up weekly to hear the Bible being read, to take part in Holy Communion alongside other people, regardless of their ethnicity, wealth or background, pray regularly, then, we can assume, they are serious about it. They are submitting themselves to the discipline of learning Christian faith, seeking to love their neighbour and trying as hard as they can to love their enemies. They may fail from time to time but these are the signs of someone who has grasped the grace of God which is the heart of Christian faith. Danny Kruger passes that test. Tommy Robinson and Nigel Farage, as far as I know, don’t.  

If some shout loudly about Christian values, about the danger of losing the heritage of our civilization and yet show no interest in going to church, living the Christian life, praying or even trying to love their enemies, then we should take what they say with a large pinch of salt. They have no skin in the game. 

When the heart of Christianity is hollowed out, it becomes moralism. It becomes the law not the gospel, as Martin Luther would say. The cross literally becomes a stick to beat others with. Paradoxically, it is only ‘thick’ religion that ends up founding and changing cultures. Early Christianity, the kind that converted the western world, was definitely ‘thick’ religion. It was not just a badge of identity. It had a whole set of distinct beliefs and practices that marked Christians off from the pagan world around them. It did not set out to advocate for political causes in the power corridors of Rome, build a Christian civilisation, lobby Caesar for ‘Christian laws’. It set out to produce people with ‘a sincere and pure devotion to Christ’ as St Paul put it, loving God, neighbour and enemy. And they changed the world by accident.  

Thin religion is a dangerous thing. It uses religion as a tool for dominance and conflict. It makes sceptics think we need less religion in public life. Thick religion is good religion. It forms good people. It builds healthy societies. It’s the kind we need more of, not less.  

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