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

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

Art

Belief

Culture

24 July 2025

5 min read

Critics and curators are missing this about contemporary artists

An interview with Jonathan Anderson

Jonathan Evens

Jonathan is Team Rector for Wickford and Runwell. He is co-author of The Secret Chord, and writes on the arts.

A metak sculpture outlines an altar, stands on a beach.

Kris Martin, Altar.

Throughout much of the twentieth century, many modern artists engaged with religion in and through their work but art critics and art historians routinely overlooked or ignored those aspects of the work when writing about it. They did so because of a secularisation agenda that overrode reflection on key elements of the art that artists were creating.

In Modern Art and the Life of a Culture, Jonathan A. Anderson, together with William Dyrness, recovered some of the religious influences explored in the work of key modern artists by writing an alternative history of modern art. Now, with The Invisibility of Religion in Contemporary Art, Anderson has addressed the central issue, which is the way in which art critics and historians have written about modern and contemporary art.

JE: What is it about this situation – that modern art has often wrestled with God, but critics and curators haven’t always shared that focus – that engages your interest and motivates you to write so compellingly about it?

JA: The more I have studied and circulated through the worlds of contemporary art (first as an artist, then as a critic), the more attentive I became to significant disconnects in the ways we talk and write about religion in modern and contemporary art. Many prominent artists working today and over the past century have been shaped by religious traditions, and their works are in serious dialogue with those traditions in various ways and from various perspectives. Their relationship to religion might be highly conflicted or nuanced—it often is—but it is a live issue in their work and one can talk with them about it in their studios or in informal settings. But when one moves to the critical writing and public discussions about these artists’ works, this aspect either disappears altogether or is discussed in ways that are clumsy, stifled, or shapeless.

The aim of a lot of my work is to understand in a non-superficial way why this has been the case, why there has been a recent resurgence of discussions of religion and spirituality, and how we might develop more substantive ways of thinking and speaking about these topics.

JE: What did you find most surprising as you undertook the research for both books?

JA: I am consistently surprised at how sprawling and dense this topic is. Once one begins rethinking ‘the strange place of religion’ in the histories of modern and contemporary, the more one finds that there is an enormous amount of material that deserves renewed investigation. Both books give a strong sense of this, but chapter three in my new book is especially full of sign-pointers toward items that require further exploration.

To give one concrete example, I found myself referring to several major curated group exhibitions that, in one way or another, significantly address topics of religion and spirituality in twentieth- and twenty-first-century art. As I began to look more seriously at the history of such exhibitions, this curiosity swelled into a huge endeavour. Over the course of several years, I assembled a long list of exhibition catalogues and other documentation—the most comprehensive list of its kind that I’m aware of—which in turn helped me not only to recognize how prevalent interest in these topics has been but to think through the diversity of approaches. A version of this list is published in The Invisibility of Religion in Contemporary Art as an appendix, and the full, updated list is also available on my website. I hope it’s a valuable resource for others.

JE: Both books offer ideas and suggestions for constructive ways to understand, address and write about the relationship between art and religion going forward. In Modern Art and the Life of a Culture there is the idea of a charitable hermeneutic, while in The Invisibility of Religion in Contemporary Art you offer substantial new frameworks for discussing art and religion. Why is it important that the dialogue between art and religion finds paths to conversation rather than conflict?

JA: This is an important question. The public dialogue between contemporary art and religion has been relatively dysfunctional for much of the past century, often riddled with mutual antagonisms, melodramatic controversies, misunderstandings, and mutual unintelligibility. But art and religion are complex, vital domains of meaning that have continued to deeply shape each other up to the present and that have an enormous amount to ‘say’ to one another today, both critically and constructively. My own experience is that the more the participants in this conversation become attentive to and conversant in the other’s history, vernacular, and ways of thinking, the more highly constructive and mutually enriching the dialogue becomes.

I think this kind of dialogue has everything to do with cultivating mutual care and love of neighbour. The art world is a series of loosely connected communities full of people who are your and my neighbours. I happen to really care about these communities who make, exhibit, and talk about art, despite their problems. And the same might be said about various religious communities, who have their own problems and who often have more complicated interrelations with those art communities than is generally recognized. Wherever you’re coming from—the arts, the church, or otherwise—I’m interested in expanding dialogue oriented toward loving one’s neighbours, or even one’s enemies if that’s how it must be. At the most basic level, that means listening in a way that tries to discern others’ animating cares and concerns.

JE: Do you see any parallels or differences between the way the relationship between secularism and religion has played out in the world of art and the way the broader relationship between the two has been shaped in Western society in the same period?

JA: This is a fascinating but complicated question. For some people, the whole point of the artistic avant-garde was to enact and exemplify, in a highly concentrated way, the secularization of Western society. At the same time, however, it was also widely recognized that the arts have, in almost all places and times, been deeply interconnected with religion and spirituality, and this was, in some conflicted or repressed way, still likely the case for much of the avant-garde as well.

Secularization has meant the pressurizing and pluralizing of religious belief, sometimes corresponding to disaffiliation from traditional organizations, but this has relatively little to do with an eradication or obsolescence of religious belief. Indeed, any notion of what Rosalind Krauss memorably described as an ‘absolute rift’ between ‘the sacred’ and ‘the secular’ is really just shorthand for some kind of social conflict, because there’s not really any rational way to absolutize these as mutually exclusive. Whether acknowledged or not, religion still provides the metaphysical and ethical groundings of modern secularity, and modern secularity provides the social conditions for contemporary religion. In this context, distinctions between religiosity and irreligiosity are often ambiguous, running through each of us in unexpected and ever-changing ways (rather than simplistically separating us from each other). In my view, contemporary art is highly illuminating to these broader dynamics. Anyone who has spent any extended time in the worlds of modern and contemporary art knows that they are full of spiritual and theological struggle. To put it succinctly: contemporary art is not an art of unbelief and nonpractice but an art of conflicted, pressurized belief and practice, which is theologically significant if attended to as such.

The Invisibility of Religion in Contemporary Art, Jonathan A. Anderson (Notre Dame Press)

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