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. 

Essay
Awe and wonder
Creed
Easter
7 min read

At the tilting points of the year, we ask what kind of world we want to build

Equinox is still a threshold between darkness and light.

Elizabeth Wainwright is a writer, coach and walking guide. She's a former district councillor and has a background in international development.

Sun rise casts a shadow over Stonehenge.
Nik, via Unsplash.

At the spring equinox, we appreciate and talk about the arrival of light in the northern hemisphere. For a brief moment, the Earth’s axis is tilted neither away from or toward the sun, and day and night are roughly equal length – ‘equinox’ is Latin for ‘equal night’. From here, we enter astronomical spring.  

But it is not entirely accurate to talk about this being the moment when the darkness is finally diminished. That moment is the ‘equilux’ – equal light – and it happens a few days before the equinox, its date varying with latitude. Because the sun appears as a disc in the sky, the top half rises above the horizon before its centre does, which – when coupled with light being refracted by the Earth’s atmosphere – gives extra daylight. By the time of the equinox, and depending on your latitude, we already have 12 hours and 10 minutes of daylight. It is not much, but it is enough perhaps to read a few pages of a book without an artificial light, or to have “just one more” kick of a ball outside, as my daughter has learned to say.  

There is beauty in the idea that for a brief moment during the equinox, we are all experiencing the same light and dark. But it is not true. At any particular moment, some of us experience more darkness than others, and some of us receive more light than we think.  

Whenever its moment of arrival, though, the light will arrive. It always has, since the world was set spinning and tilting in space. We have always found ourselves poised at the threshold between the long dark of winter and the gathering light of summer. It is a threshold that is embedded in creation itself; all of life must in one way or another face the work, the inevitability, the challenge of transformation. This threshold is echoed through our own lives too – in the in-between spaces where one thing is ending, but the next has not yet fully begun. There are personal thresholds: a change in career, a birth, a loss. And there are collective ones: times in history when the old ways no longer work and we strain toward something new, unsure of how to get there.  

Ancient people marked the equinox with purpose and care, watching for the moment the sun rose in the east and set in the west. At places like Stonehenge, huge stones were arranged to capture the exact angle of equinoctial light, as if the builders knew this threshold was something worth marking. Recently, archaeologists have suggested that Stonehenge was built not just for religious reasons, but for unification too: its stones come from Cornwall and Wales and Scotland – from all parts of the land. Their slow journey to their resting site on Salisbury plain would have been a chance for celebration and feasting, with thousands of people joining in along the way. It was a journey that would have brought together different people, including groups that had migrated from modern day Europe. Gathering light was a shared effort, and one worth celebrating.  

For the early Celtic world, the equinox was a hinge between Imbolc, the season of early stirrings, and Beltane, the riot of summer. It was a time for reckoning and renewal – counting what food remained after winter, deciding what animals to keep or cull, what seeds to plant. To live well meant paying attention to the balance between what had been and what was to come. Lately, I have realised that it is not change itself that feels hard so much as not knowing the nature of the change that I, that we, will be called to. My young daughter has brought this into sharp focus. On the days when the dark feels relentless and the light seems distant, I find myself fearing for her future. I think of those Celtic people; the way they did not know the future but prepared for it anyway, perhaps in their rituals asking, how do the past and the future speak to each other at this moment, who are we, who might we become?  

Even if we long to cling to what is familiar, the familiar will eventually change. Easter, and the equinox, are not just about light triumphing over darkness, but about transformation.

In a world where crisis seems to be following crisis, it is easy to feel that everything is tipping off balance. The equinox suggests though that equilibrium has never been static, and balance has only ever been fleeting, a transition between states of being. It is a moment of poised readiness, a preparation for movement. The world will keep tilting and tipping as it always has, and we will keep changing as we always have.  

In the Jewish calendar, the equinox often falls near Passover, the great festival of liberation. The story of the Exodus is a story of transition – of leaving behind what enslaves us even when the road ahead is unknown. The Israelites did not step from captivity into freedom overnight. They wandered, and wrestled with doubt, and longed for the certainty of their old lives even as they were being offered something new. Thresholds are rarely comfortable.  

I find myself at a threshold now: I am trying to shape a life that has reformed around motherhood, with past roles and jobs behind me, and the new identities yet to fully clarify. I have been feeling the truth of farmer-author Wendell Berry’s idea that "it may be that when we no longer know what to do, we have come to our real work." This real work has been stimulating but also confronting, as thresholds often are.  

If we are, as many believe, living through a threshold moment in history – where old systems are failing, where climate and conflict threaten the future – how do we walk forward? How do we resist the temptation to cling to what is familiar, even when it no longer serves us? Easter falls just after the equinox. Shoots push through soil, lambs stumble into life, a chorus of birdsong swells, and we remember that nature is all resurrection. Even if we long to cling to what is familiar, the familiar will eventually change. Easter, and the equinox, are not just about light triumphing over darkness, but about transformation. Jesus did not return from the tomb unchanged; he was made new, unrecognisable at first, even to his closest friends.  

The balance of light and dark is fleeting; it does not last; a threshold is not a place to linger. The world is always moving towards light, or toward dark, but always through change, and so are we. Balance is not an end in itself; it is a preparation for change. Perhaps these tilting points of the year are good moments to ask who we are becoming, and what kind of world we want to build, and how we will bear witness to the light, but also to the dark, as we do so.  

This equinox, then, we will turn and face the coming light, but perhaps too we might turn and notice the faces that the light shines on – or doesn’t. Virginia Woolf reminds us that "A light here required a shadow there." When the light comes, darkness will too. These turning points of the year are an opportunity to sit in the truth of that, to appreciate the hope and the beauty of this spring threshold, but also to get to work. We can reach out to those who are experiencing more darkness than us, help build the world in such a way that draws attention to the light like the makers of Stonehenge did, take stock of what has been and who we are becoming, step away from what enslaves us even if we are not yet sure of the shape of freedom.  

We cannot know what will happen next, but we can choose how to move forward. I wonder about those ancient people who somehow moved huge stones weighing up to 30 tons to Stonehenge; I wonder what they saw as they moved through the land, when they looked to the horizon, when they stood in the tension of their own now. They carried not just the weight of stone, but of their own unknowable future. Those ancient people persisted and celebrated and became us, passing on their burden, passing on their particular stone-bound, collectively built way of focusing the light. This equinox, I am thinking about how I can do the same – despite and because of the darkness, despite and because of the unknown path ahead. 

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