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
Creed
Mental Health
Spiritual formation
7 min read

We have become myopic when it comes to prayer

We have scienced the s**t out of how to talk to God
A woman stands against a sparse white background looking up.
Guilherme Stecanella on Unsplash.

When I was a kid in the eighties, Japan belonged in the realm of science fiction. The Land of the Rising Sun was the land of bullet trains, robotics, the Sony Walkman, the home of Sonic and Mario. British engineers and technicians learned Japanese to avoid being left out when the inevitable Nipponese future arrived.  

In recent years the news has been more concerning. One and a half million young Japanese people have become hikikomori, locked in their rooms in extreme isolation. The birthrate has bottomed out. Loneliness is pandemic, with restaurants designed to serve food to diners without needing to meet another person, not even a waiter. Yet Japan remains a place of profound spiritual heritage. Even its cultural exports reflect this. Take Studio Ghibli. There is a word for the moments of quiet contemplation that punctuate their films- ma. It’s the Japanese concept of the interval or space between things. A moment to breathe. If Pixar warms our hearts, then Ghibli heals our souls. 

One of the most impressive people I know is Japanese. When asked about his upbringing he is characteristically understated. His parents, he says, were very religious. What he means by this is that they were practicing Buddhists and by the age of three he was meditating with them for hours every day. He now speaks multiple languages, has worked in universities all over the world, and has single-handedly taught more people psychological wellbeing skills than anyone else know. He carries himself with an elegant and compassionate poise that gently permeates any room he enters. He’s very, well… zen.  

No doubt my characterisation of Japan is deeply culturally ignorant, unencumbered by any actual awareness of the economics and sociology that have determined the nation’s profile in recent decades. Chief among my many ignorances was the idea that the practice of meditation was widespread in Japan. You couldn’t throw a stick in Kyoto, I assumed, without hitting half a dozen robed monks perched on a rock. But it turns out I’m wrong. When I ask my friend, freshly returned from leading a retreat on Mount Fuji, if his meditative upbringing was typical, he says it wasn’t. It was very unusual. The notion of religious affiliation is not well matched to the complexity of Japanese culture, but more than one commentator has wondered whether the dominant ideology is not Buddhism, nor even Shinto, but Materialism. 

Perhaps then it is not a complete surprise that in a recent study of more than 200,000 respondents from 22 countries, Japan is ranked last of those who report praying or meditating daily. According to this analysis, only 10 per cent of the Japanese population pray or meditate each day, just behind Sweden on 11per cent and Germany on17 per cent. Nigeria comes top of the list, with 92 per cent of the population reporting daily prayer or meditation (a result which tempted me to wonder whether the study had measured prayer in decibels rather than percentages. If like me, you’ve been fortunate enough to join Nigerian Christians in prayer, you will know what a joyously raucous occasion that can be). The national data equally represents Nigerian Muslims engaged in daily salat. Even more so the data from Indonesia, ranked second with 84 per cent of the population reporting daily prayer. 

Roughly halfway down the table of results there is a sort of break, a statistical chasm if you like. Brazil is listed as 10th on the list with 65per cent of the population praying/meditating each day and then, after a bit of drop, Mexico and the United States come in as the best-of-the-rest at 48per cent and 42per cent respectively. The UK hovers just above the relegation zone, fifth from the bottom at 24per cent. If this was the Premier League, we would be Everton. Not good enough to win, but not great at losing either. I support Everton. They are my team. I pray a lot. 

Of course, the major thing the authors had to clarify in their first few sentences was whether they were right to treat prayer and meditation as the same thing. Many people would argue they are different things. Prayer is usually directed towards one or more divine recipients. Meditation may include the quietude and introspection of prayer but does not necessarily require a theistic focus. The authors argue – I think rightly – that while prayer and meditation can be differentiated, they are similar and overlapping practices, which psychologically perform similar functions. They have both been linked with similar outcomes for those who practice them: increased psychological wellbeing, higher gratitude, greater purpose in life, reduced aggression, greater social connectedness, longer life expectancy, and so on. And this research certainly confirms demographic findings across cultures. Those who pray or meditate daily are likely to be elderly, retired, women, homemakers, and regularly attend religious services. 

We’ve become myopic. Our technical prowess occupies the foreground, but the infinite mysterious background is chronically out of focus. 

The reason this research interests me so much is because prayer and meditation – which are pretty much the same thing for me – are the most important things I do, but probably the ones I talk about least. So when I read that one-in-four people here in Britain are praying or meditating every day, I’m surprised twice. First surprise: so few people pray. Second surprise: more people are praying than I thought.  

The first surprise is the realisation that it simply does not occur to many people to pray, even in situations when a bit of prayer would come in quite handy. This hit me most strongly when I watched Matt Damon playing The Martian. Stuck alone 140 million miles from home, he survives by growing potatoes in his own faeces, but at no point in his isolation does it ever occur to him to pray. Faced with a seemingly insurmountable problem he opts (in his words) to “science the sh**t out of it”. Personally, if I were stuck on Mars I would science the sh**t out of it and pray the sh**t out of it - though I suspect overcoming the disgust of wolfing down potatoes smeared in excrement would feature prominently in my daily devotions. But I can’t imagine not praying. I mean, Tom Hanks couldn’t survive two minutes on a desert island without worshipping a volleyball. Hopefully I’d do a bit better than that. 

Much of the daily prayer recorded internationally was corporate not solitary: people gathering to pray or meditate, not sneaking off to do so in secret. But there is something about praying alone that captures my imagination, that is both enthralling and intimidating. William James famously defined religion as what we do with our solitude. We are who we are when we are alone with God and no more, claimed C.S. Lewis. And mystics down the millennia have loved to cite the definition of prayer offered by Plotinus, the flight of the alone to the alone. Praying alone ups the stakes. Because if there is no God and we make time to be alone, we are truly alone. If there is no God and we whisper our deepest desires into the darkness with no one to hear them, we are exposed as ridiculous creatures wasting our breath. Not meeting with God, just talking to ourselves. 

Praying together is good, but it can be distracting, too susceptible to the mixed motives of impressing, appeasing or opposing others. Jesus was aware of this tension. His advice not to pray publicly for spiritual status, but rather to find a secret space where God could be found in secret, is pretty exacting. He knew that the danger of praying in a group is being satisfied with social rather than spiritual reward. To settle for the impression our prayers make on those around us, rather than surrendering to the impression God would make on us. 

So maybe all that worrying about Japan is really just a projection of my own hopes and fears for people closer to home. On the one hand I worry that we have scienced the sh**t out of our ability to pray or meditate. Everything is a problem to be solved. We’ve become myopic. Our technical prowess occupies the foreground, but the infinite mysterious background is chronically out of focus.  On the other hand, I find solace in knowing that every fourth person I pass in the street may have some inkling of what it means to connect with a deeper reality in prayer or contemplation. It gives me hope. Hope that wherever we are, whatever we are doing, whenever we wish to, there is always time to take one long deep breath in. And without fanfare or posting to Instagram, exhale our love, our worry, our sadness, our gratitude to the one Jesus called Our Father in secret. 

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