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
Community
Culture
Music
1 min read

Oasis: it's all gone a bit biblical at this summer’s musical moments

We’re reaching for some ancient vocab to describe our experiences together

Belle is the staff writer at Seen & Unseen and co-host of its Re-enchanting podcast.

A silhouette of a musician holding up shakers.
'Cast no shadow'.
x.com/oasis

A biblical narrative keeps whirring around my mind.  

In the first century, Paul – planter of churches, writer of letters, spreader of the way of Jesus – finds himself in Athens, the Graeco-Roman city where meaning is made. He wanders around this city, soaking up its culture, noticing its priorities, watching its habits. But he doesn’t do so silently. Paul pulls out his usual party trick; yelling about Jesus here, there, and pretty much everywhere, eventually catching the attention of the local philosophers. They want to hear more, and Paul finds himself thrown in front of the Areopagus, the meaning-making council at the heart of the meaning-making city. The cultural epicentre of the Graeco-Roman world, one could argue.  

Never one to miss an opportunity, Paul gets to his feet and unleashes a monologue for the ages, kicking off with this line: ‘People of Athens! I see that in every way you are very religious…’ 

Quite the opener, isn’t it? 

It’s that opening line that my imagination seems to have gotten snagged on.  

There is so much going on around me – right here and right now, in 2025 - that makes me want to find a place into which I can scream the exact same thing. There and then, here and now, I can see that in every way we are very bloomin’ religious.  

What Paul and I don’t mean by such an assertion is that everyone our contexts are signed up – hook, line, and sinker - to an organised religion. Such an assertion would be silly, considering the data tells a different story. What I’m pretty sure Paul meant, and what I know I mean is this – in every kind of way, people are searching for that which is bigger, deeper, truer than ourselves. We are directing our attention, our energy, our worship in certain directions. We are seeking ritual and practice, wrapping ourselves in stories that give meaning to our day-in-day-out experiences, stories that tie our lived reality into something that transcends it. We’re grasping for a world that is more full of beauty, truth, and sense than we imagined; pledging allegiance to our inkling that there is something more. Yup. In every way, we, the good old human race, are very religious.  

Paul said it with his chest then, I think he’d say it with his chest now. 

There are a hundred different places that I could go in order to pluck some ripe evidence for my theory – but for now, my evidence of choice is the language being used to describe the long-awaited Oasis reunion.  

‘Biblical’ 

That’s the word being used – in national headlines and personal Instagram captions alike, ‘biblical’ is the adjective of choice.  

Isn’t that strange?  

I don’t really know what people mean by it, to be honest. According to my research, they’re taking their cue from Liam Gallagher himself, who was the first to describe the band as such. Stay humble, Liam.   

Is using ‘biblical’ as the descriptor of choice a reference to the reconciliation of warring brothers? That’s certainly a biblical motif, which I guess is being played out in real-time, witnessed by those who could afford the £400 ticket (no, I’m not bitter). Is it implying that this event is so monumental, it should be canonised somehow? Written about? Memorialised? Poured over for millennia to come? Or is it a reference to the fact that what we are witnessing is the fulfilment of rumours, prophecies, hopes and expectations?  

Maybe it’s all of the above, maybe it’s none of the above. It doesn’t really matter. What matters, at least to me, is that people are wanting to express that these gigs are more than the sum of their parts; there’s something transcendent about them, something awe-inspiring, wonder-infusing. Something that feels, dare I say it, religious about them.  

It gets even more interesting, because such sentiments aren’t reserved for the reunification of the Mancunian brothers.  

I’m still stunned, curious to the point of distraction, about the fact that we – in a secular, materialist, rational culture – cannot help but stretch toward spiritual language. 

In a podcast episode recorded in the days leading up to this year’s Glastonbury festival, the DJ and broadcaster, Annie Mac, described the event as ‘communion’, explaining that ‘when you don’t go to church, you need to get that somewhere.’ On the flip side, in the days following the festival, another DJ and broadcaster, Miquita Oliver, teased the endless Glastonbury posts that were filling up her social media feeds – she jokingly stated that ‘it all gets a little churchy after Glastonbury… like “it’s heaven on earth”… can we all relax?’  

So, here we have it again – people reaching for religious language to describe significant musical events. Be it the Oasis reunion or Glastonbury – I’m fascinated by the fact that we’re not content with stating that these gigs are merely talented people doing what they do well, and in so doing, giving us an enjoyable time. Such language may be factually accurate, but it doesn’t feel true enough to us. Rather, we’re grappling with the feeling that these events feel like something we were made to experience somehow, they they’re tapping into the deepest parts of us, perhaps?  

In the past, I’ve wondered whether this is down to the sense of profound togetherness that these events provide – how they have the ability to remind us that we’re bound to each other, only if for a night. They’re a direct afront to individualism, the biggest and sturdiest lie of our age. I’ve also reflected on the fact that they instil as sense of awe within us: raw awe. An elusive emotion that can be hard to come by, but that we were made to feel. I still think all of that comes into play. 

I’ve pondered this a thousand times and yet I’m still stunned, curious to the point of distraction, about the fact that we – in a secular, materialist, rational culture – cannot help but stretch toward spiritual language. Nothing else quite hits the spot; nothing else feels quite deep enough, big enough, true enough. Religious references and language, we’re determined to keep them in our repertoire, aren’t we? Our reliance upon them betrays us. Indeed, I’ve come to see our unceasing usage of them as a crack in the façade of disenchantment. 

Oh, people of 2025 and beyond, I can see that in every way you are very religious.  

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