Article
AI
Comment
4 min read

It's our mistakes that make us human

What we learn distinguishes us from tech.

Silvianne Aspray is a theologian and postdoctoral fellow at the University of Cambridge.

A man staring at a laptop grimmaces and holds his hands to his head.
Francisco De Legarreta C. on Unsplash.

The distinction between technology and human beings has become blurry: AI seems to be able to listen, answer our questions, even respond to our feelings. It becomes increasingly easy to confuse machines with humans. In this situation, it is increasingly important to ask: What makes us human, in distinction from machines? There are many answers to this question, but for now I would like to focus on just one aspect of what I think is distinctively human: As human beings, we live and learn in time.  

To be human means to be intrinsically temporal. We live in time and are oriented towards a future good. We are learning animals, and our learning is bound up with the taking of time. When we learn to know or to do something, we necessarily make mistakes, and we take practice. But keeping in view something we desire – a future good – we keep going.  

Let’s take the example of language. We acquire language in community over time. Toddlers make all sorts of hilarious mistakes when they first try to talk, and it takes them a long time even to get single words right, let alone to try and form sentences. But they keep trying, and they eventually learn. The same goes with love: Knowing how to love our family or our neighbours near and far is not something we are good at instantly. It is not the sort of learning where you absorb a piece of information and then you ‘get’ it. No, we learn it over time, we imitate others, we practice and even when we have learned, in the abstract, what it is to be loving, we keep getting it wrong. 

This, too, is part of what it means to be human: to make mistakes. Not the sort of mistakes machines make, when they classify some information wrongly, for instance, but the very human mistake of falling short of your own ideal. Of striving towards something you desire – happiness, in the broadest of terms – and yet falling short, in your actions, of that very goal. But there’s another very human thing right here: Human beings can also change. They – we – can have a change of heart, be transformed, and at some point in time, actually start to do the right thing – even against all the odds. Statistics of past behaviours, do not always correctly predict future outcomes. Part of being human means that we can be transformed.  

Transformation sometimes comes suddenly, when an overwhelming, awe-inspiring experience changes somebody’s life as by a bolt of lightning. Much more commonly, though, such transformation takes time. Through taking up small practices, we can form new habits, gradually acquire virtue, and do the right thing more often than not. This is so human: We are anything but perfect. As Christians would say: We have a tendency to entangle ourselves in the mess of sin and guilt. But we also bear the image of the Holy One who made us, and by the grace and favour of that One, we are not forever stuck in the mess. We are redeemed: are given the strength to keep trying, despite the mistakes we make, and given the grace to acquire virtue and become better people over time. All of this to say that being human means to live in time, and to learn in time. 

So, this is a real difference between human beings and machines: Human beings can, and do strive toward a future good. 

Now compare this to the most complex of machines. We say that AI is able to “learn”. But what does it mean to learn, for AI? Machine learning is usually categorized into supervised learning, unsupervised and self-supervised learning. Supervised learning means that a model is trained for a specific task based on correctly labelled data. For instance, if a model is to predict whether a mammogram image contains a cancerous tumour, it is given many example images which are correctly classed as ‘contains cancer’ or ‘does not contain cancer’. That way, it is “taught” to recognise cancer in unlabelled mammograms. Unsupervised learning is different. Here, the system looks for patterns in the dataset it is given. It clusters and groups data without relying on predefined labels. Self-supervised learning uses both methods: Here, the system uses parts of the data itself as a kind of label – such as, for instance, predicting the upper half of an image from its lower half, or the next word in a given text. This is the predominant paradigm for how contemporary large-scale AI models “learn”.  

In each case, AI’s learning is necessarily based on data sets. Learning happens with reference to pre-given data, and in that sense with reference to the past. It may look like such models can consider the future, and have future goals, but only insofar as they have picked up patterns in past data, which they use to predict future patterns – as if the future was nothing but a repetition of the past.  

So this is a real difference between human beings and machines: Human beings can, and do strive toward a future good. Machines, by contrast, are always oriented towards the past of the data that was fed to them. Human beings are intrinsically temporal beings, whereas machines are defined by temporality only in a very limited sense: it takes time to upload data, and for the data to be processed, for instance. Time, for machines, is nothing but an extension of the past, whereas for human beings, it is an invitation to and the possibility for being transformed for the sake of a future good. We, human beings, are intrinsically temporal, living in time towards a future good – which machines do not.  

In the face of new technologies we need a sharpened sense for the strange and awe-inspiring species that is the human race, and cultivate a new sense of wonder about humanity itself.  

Explainer
Belief
Community
Creed
Politics
7 min read

The peripheries of belief: how faith shaped the north’s identity

Northern spirituality’s rebellious capacity to adapt is still in play today

Tom Rippon is Assistant Editor at Roots for Churches, an ecumenical charity.

Dark clouds over Durham Cathedral
Durham Cathedral and town.
David Connor on Unsplash.

2025 has so far been the year of the north. At its start, we were treated to the plasticine escapades of Wallace and Gromit, whose unabashed northern-ness was enough to faze American TV executives. Then in April, the story turned to northern industrial decline when Scunthorpe steelworks hit the headlines, prompting last-minute state intervention. In May, the local elections saw the astonishing rise of Reform across areas previously dominated by Labour. Taken together, these three moments encapsulate the range of associations often evoked by life on the periphery of England: regional pride, good-natured humour, close communities, economic precarity and hard graft. 

The north is a landscape of contraries and co-existence, where sweeping fells and dark skies meet red-brick chimneys and rolling waves of terraced houses.   As David Barnett puts it, it is “a place made up of individuals, bound by an ethereal quality that is at once a myth and, conversely, as real as grit and graft.’  

Hard to pin down, yet real once seen, the same could also be said for the faith that has filled the region with a multitude of expressions to this day. 

Of course, when we talk about ‘the north’, we mean everything and everyone from the conurbations of Merseyside and Greater Manchester to the Lake District and Northumberland, where centuries of border warfare have left a plethora of castles and fortified houses (‘pele towers’). Two landscapes dominated by buildings which have long lost their original purposes. Perhaps the principal shared characteristic of these communities is a sense of distance from mainstream political and cultural life (just try catching a train that isn’t heading to London). But with distance comes an independence of identity and a proud sense of cultural distinctiveness.  If anything, the only thing that can be definitively said about northern identity is that it is the quality of being ‘not southern’.   

Northern Christianity has not escaped this wavering relationship with the south.  In 664 AD, the Northumbrian Church gathered at Whitby for a meeting presided over by King Oswy of Northumbria and the Abbess Hilda of Whitby.  It was quite literally a pivotal moment for the early Church and the north more widely.  The matter at hand was whether Northumbrian Christianity, then centred on the Holy Island of Lindisfarne, should remain orientated towards Celtic Christianity, which had as its principal focal point the abbey of Iona, or whether to turn towards Rome and its growing mission in the south, headquartered in Canterbury.  North or south?  Canterbury or Iona?   

In the end, the group opted for closer links with the Roman Church.  Yet the Christian faith in the north remained distinctive, blending the older influences of St Columba and St Aidan with the new ones coming up from the south.  Lindisfarne Priory remained a centre for Christian life in the north and its prestige led it to accumulate the wealth that eventually precipitated its own destruction by Viking raids in 793 AD. In spite of this, the northern saints drew reverent pilgrims for centuries to come, as the grandeur and scale of Durham Cathedral, the burial place of St Cuthbert, testifies to this day. 

Behind the independent northern spirit lies a long history of political, economic and spiritual divergence from the south. Northern spirituality is characterised by a sustained distinctive flowering of the Christian faith that intertwines itself with the social identity of the peoples and places of the north.  The region’s response to the religious reforms of Henry VIII was the Pilgrimage of Grace, which protested both his break from the Roman Catholic Church and socio-economic policies implemented by the king and his chief minister, Thomas Cromwell.   

By the seventeenth century, faith in the north had taken on a distinctly reformist hue as non-conformism – that is, churches and sects not aligned with the Church of England, the Church of the state and the establishment – flourished in the region. The beginnings of the Quaker movement can be traced to an open-air sermon given by the reformer George Fox in 1652 on Firbank Fell, near Sedburgh in modern Cumbria - the crag he spoke from is still known as Fox’s pulpit - while other reformist movements, including Methodism, Congregationalism and Presbyterians, also drew increasing crowds with their passionate preaching in fields, moors and disparate farming communities. 

The very landscape of northern England, often challenging and remote, drew its inhabitants away from both socio-political centres and the established Church, nurturing forms of belief in the seventeenth and eighteenth centuries which were as independent as those of seventh- and eighth-century Northumbria. Much of religious life in the region was organised around a large parish church that served numerous small communities spread across a large area.  Living at such distances, no wonder people felt a disconnect from the parish church and the national Church it represented. Non-conformist chapels and meeting houses quickly spread across the landscape, particularly in remote villages outside of the control of major landowners and Church authorities. As David Petts argues, the building of chapels expressed the collective economic and organisational independence of rural labourers and miners, and united dispersed communities through collective endeavour. 

The region has proved itself capable of delivering considerable shocks to the London political establishment. 

Once the chapel was built, they would prove valuable training grounds for rethinking the political organisation of the poor; the significance of non-conformism thus lay not only in its spiritual divergence from the establishment, but also in its fostering of alternative political systems. Methodism in particular was to provide an ideological and practical template for mass movements such as Chartism, which campaigned for social reform and an expansion of democratic suffrage in the mid-nineteenth century. Chartist campaigners called themselves ‘missionaries’ and crisscrossed the country preaching ‘the gospel of Chartism’ and forming Chartist congregations. Their political vision found a receptive audience in the working population of the industrialised north, who were raised on the non-conformist emphasis on Christ as the carpenter’s son and a poor man, one who worked for his living as they did. Towards the end of the nineteenth century, the non-conformist social Gospel produced notable reformers such as the journalist W. T. Stead, born  in rural Northumberland as the son of a Congregationalist minister, and the Quaker confectioner Joseph Rowntree of York. 

Amidst the darkness, grime and crushing conditions of nineteenth-century mills and mines, the Christian message of mutual aid and fellowship, first articulated by the early Church, again found expression. In Manchester, the Methodist Central Hall served a dual purpose, providing a space for worship on Sundays and a community space during the week, when it offered libraries, food, clothing, shelter, childcare and even entertainment to the people of the city. 

Social reform and the Christian faith buttressed one another across the region and together resisted the fractures, pressures and degradations that industrialisation exerted on the communities they served. The social values of these interdependent movements left a lasting impact on the modern political landscape of the region, until recently known as Labour’s ‘Red Wall’. As any political correspondent will tell you, northern politics can no longer be taken for granted and the region has proved itself capable of delivering considerable shocks to the London political establishment.  Walking through these communities, left behind by deindustrialisation, globalisation and our periodic post-crisis recoveries, the air seems pervaded by a sense of unravelling as the old bonds and certainties slowly slip-away. The Church is not immune to these processes and the north follows the overall national trend of declining church attendance. The empty chapels testify as much to the seismic shifts taking place in the region as the empty warehouses and factories. 

But if the history of Christianity in the north tells us anything, then it is that northern spirituality has never stood still. It has an ingenious capacity to adapt, to regenerate itself to meet the challenges faced by each generation. The challenges are varied and specific to each community, but the Church is there. In Burnley, the fight of the early disciples against urban poverty is echoed in the work of the Church on the Street, whilst on Holy Island itself, the Parish Church of St Mary the Virgin is a driving force behind the Holy Island 2050 project, which aims to assure the sustainability of the Island community in the face of depopulation and rural precarity. 

If the dominant atmosphere in the north is one of feeling left behind, then the Christian call to reach out to those around us is needed more than ever. More than one thousand years separate St Aidan from us, but the Christian faith can still help the us to navigate the challenges and precarities of a changing world.

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