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.  

Essay
Comment
Politics
10 min read

England needs a written constitution that defends against populism

A new resolution acknowledges what forges a sense of right and wrong.
A wide angle picture shows a king and queen on thrones before many people in ceremonial clothes.
The Opening of Parliament.
Roger Harris/House of Lords, CC BY 3.0, via Wikimedia Commons.

New Year is often a time for reckoning and resolutions. Nations, no less than individual persons, would benefit from such an annual reckoning with themselves.  

If in life we must always strive to find some Aristotelian ‘golden mean’, between recklessness and timidity so it is in the life of states and nations. Many countries have been brought into ruin by the excess of misdirected appetites and wrongly-ordered desires: demagogues inflaming the people; oligarchs seeking to turn the res publica – the ‘public thing’ – into their own personal fiefdom. Revolutions, corruption and public lassitude are the wages of such sins. Ultimately, it ends in the death of the state itself: the collapse of all legitimate authority into warring gangs, while refugees flee, if they can, to the borders. 

Many countries, conversely, go through their lives in cowed timidity, until they end up in an old age of regret, having never achieved their full potential. These nations do not necessarily collapse, but slowly decline – unable to reform themselves, locked in a vision of their past that was better than their present or any imaginable future.  

 England is at risk of both these dangers. On the one hand, a reckless reactionary populism, which has long laid dormant, but has been unleashed since 2016. It threatens to abandon all prudence and overthrow all restraint, to attack the civil service and the courts, to reject Human Rights, to corrode civic discourse, and to set aside all procedural propriety, until we end up sodden in the gutter of despotism. On the one hand, a persistent constitutional conservatism stands in the way of the necessary, long overdue, reforms which would breathe life and vitality back into an old, tired, country, and would give our institutions the strength to resist such destructive forces.  

Nations, like people, can experience decisive moments of what might be termed repentance. When they wake up in the gutter – their capital city bombed, their army disbanded, their people starving – they can turn from the paths which took them to that place, and find a newness of life, a new hope, embodied in a new constitutional order. This is what Germany, Italy and Japan did after 1945. They can also experience a kind of conversion, away from false principles to truer ones, as much of Central Europe did after the fall of the Berlin Wall.  

I am using theological language here to describe merely civic and political attitudes, which is always a dangerous thing to do. It would be a misreading of my intent if one were to conclude that I conflate a well-ordered polity with the Heavenly City. Nevertheless, a well-constituted polity, in which freedom and justice, peace and the common good, are not only treasured but actually – to some practical extent – achieved, is an inestimable blessing. We should strive to obtain it.  

A well-constituted polity is based upon the principle of ‘public government’. The state is a public entity, belonging to the public, in which public office is a public trust to be used for public ends, and where citizens in public life must be faithful stewards of the public good, for which they are responsible to the public. 

Democracy is our shorthand term for this arrangement, although it is a rather clumsy one. Democracy, properly understood, is not unlimited majority rule, nor the unconstrained rule of the person elected by the majority. It is, rather, a complex political system that combines representative and responsible government with civil liberties and the rule of law.  

Populism is a caricature of democracy. Populists attempt to undermine the barriers that restrain abuses of power. Their attempts to weaken the judiciary and civil service, sideline those who disagree with them, infringe fundamental rights, centralise power, and restrict public dissent, must therefore be seen as attacks on democracy. They put arbitrary power into the hands of particular persons. 

England’s position is not that of Germany in 1945. It might, in some ways, be analogous to that of Central Europe in the 1990s. Much of England today looks like I remember my first visit there then: the same grey faces, the same cheap clothes, the same visible effects of bad housing, bad food, and lack of opportunity. If anything, England is worse off, because at least those countries had hope of better days ahead. No one yet has imagined an English future better than its past.  

England has been let down by a failed ideology – that of neoliberal capitalism, which, as Dr Abby Innes points out, is every bit as rigid and doctrinaire as the official Marxist ideology of the former Communist states. England has been let down, too, by decades of corrupt, incompetent, short-sighted and careless government. The symptoms of misgovernment can be seen in England’s economic record, its social problems, its crumbling infrastructure and over-stretched public services.  Outside the Customs Union and the Single Market, England is isolated from its European neighbours.  The country is not living up to its potential.  

This should spur us to consider the weakness of English democracy. As currently established, the state often fails to serve the common good. The English do not live in a well-constituted polity with ‘public government’ as its foundation, but in a fiefdom-state that has been cut, privatised, deregulated into near oblivion.  

If it were only a matter of specific individuals, or of one party, the problem could easily be fixed. But the country has not only been let down by this government or that government, by this party or that Prime Minister. It is the system of government, the constitutional order as a whole, that has failed us. 

Restoring England’s hope for the future, its prosperity, and its quality of life, must begin, then, with the improvement of English democracy, and that with a refoundation of its constitution. This is hard to hear, because, as Mr Podsnap put it in Charles’ Dickens 1864 novel Our Mutual Friend, ‘We Englishmen are very proud of our constitution, Sir. It was bestowed upon us by Providence. No other country is so favoured as this country.' It is hard to admit that something is broken, when once it was so highly prized – indeed, so intrinsically bound up in England’s sense of national identity. 

The Westminster Model of democracy is not without its virtues. Its origins can be traced far back into English history. Yet it did not develop into maturity in England alone. Bagehot was carried around the world, read under palm and pine, and drilled into the ruling classes from Vancouver to Colombo. The Westminster Model owes much to Magna Carta and Simon de Montfort’s ‘Model Parliament’ of 1295, but it owes just as much to the developments of the Victorian age: (nearly) universal suffrage, political parties, manifestos, and the establishment of a permanent, professional and non-partisan civil service.  

The transformation of Empire to Commonwealth ended British rule, but not the British way of ruling. Westminster Model democracy had to be set down, of course, into a written, supreme-and-fundamental law, through which all the essentials were faithfully reproduced. If you want to discover the Westminster Model of democracy at its peak, read the constitutions of Belize or the Solomon Islands.

The rejection of written constitutions has been a prevailing English conservative principle since Burke. However, it leaves us defenceless against authoritarian reactionary populism. 

The irony is that those who are most comfortable with the imperial legacy are also those who are doing most to destroy public government at home. While fetishizing ‘The British Constitution’ and ‘Our Eight Hundred Years of Unbroken History’, the populist right rejects the principles and the values upon which that achievement rested. Just as they seek to create a pastiche of 1950s Britishness (absent of strong workers’ rights, strong unions, a generous welfare state, and publicly owned utilities and services), so likewise they seek to create a pastiche of the 1950s British Constitution, without the self-restraint, moderation, decorum, public service ethos, and high levels of social trust and cohesion, which made that system of complex unwritten rules work.  

The Blair-Brown reforms of 1997-2010 are a particular target of reactionary ire. The Human Rights Act mitigated, although it did not remove, the absolutism of Parliament. It gave the people who have little voice under a purely majoritarian system – ‘the weird, the wicked, the weak’ – a means by which to challenge the exercise of power. Devolution broke the prevailing English notion of British uniformity: it not only allowed Scotland and Wales to have a (muted) political voice and some (tightly constrained) freedom to craft their own policies, but also forced England into a reckoning with its own national identity. So far, this has played out mostly through the doubling-down on what the former Labour MP and scholar of English identity John Denham calls ‘Anglo-centric British nationalism’. The Tory – and Reform UK – constitutional agenda is obsessed with restoring the unlimited power of Parliament and of reinforcing the Anglo-centric British state. 

As we can see, from every NHS waiting list to every pothole in the road, the Anglo-British state is no longer working very well. It has all the vices of its past, and few of its virtues. A return to the pre-1997 status quo ante is impossible – it would be like trying to retake Hong Kong. Parliamentary absolutism tempered by the ‘good chaps’ theory is no longer a viable option. Either we must accept an untampered absolutism – which is the agenda of the reactionary populist right – or else we must deepen constitutional reform, and arrive at a new constitutional settlement which accepts that the British Imperial state, oriented to the needs of maritime imperial commerce, is over, and that an English nation-state, oriented to the common good of the ordinary people of England, is now needed.  

This entails a new, democratic, constitutional foundation. Small-c conservatives might baulk at this. The rejection of written constitutions has been a prevailing English conservative principle since Burke. However, it leaves us defenceless against authoritarian reactionary populism. Moderate, sensible, responsible conservatives should learn to think differently about written constitutions. Paradoxically, constitutionalism strengthens the state. By bounding and limiting state power, and providing a robust system of responsibility, accountability, and restraint, constitutional government actually enables the state to draw upon a deeper well of public legitimacy.  

What would English identity look like, if it were forged between the Channel and the Tweed, and not between the Nile and the Irrawaddy? What might an English constitution look like, and what values and principles might inform it?  

A constitution for England must recognise that England is a society of many faiths and none. It is, however, an acknowledgment that Christianity has forged and formed not only our institutions, but also our understandings of right and wrong. 

In addressing the last of these questions, the Christian tradition has much to add to the conversation.  

Christian theologians and political philosophers have spilled a lot of ink, in the past two millennia, on questions of good government, on the relationship between church and state, and what it means to be a Christian and a citizen of an earthly state.  

There seems to be an assumption – amongst both supporters and opponents of written constitutions – that a written constitution would have to be based on secular values. This stems, in part, from our ignorance of our own Westminster Model constitutional tradition. The constitutions of the United States and of France might be strictly secular, but the constitution of Antigua and Barbuda claims to be ‘founded upon principles that acknowledge the supremacy of God’, while that of Tuvalu explicitly refers to ‘respect for Christian principles’.  

This is not a bid for theocracy. A constitution for England must recognise that England is a society of many faiths and none. It is, however, an acknowledgment that Christianity has forged and formed not only our institutions, but also our understandings of right and wrong. To give all that up would produce an ethical vacuum in society, which will be filled only with ever more grotesque forms of exploitation.  

The cardinal ethical principle of constitutional democracy is a recognition of human dignity. At the origin and foundation of all institutions, and laws, and norms, we find ourselves having to cling to the fundamental command that Christians call the Golden Rule: ‘Do unto others as you would have others do unto you’. If we abandon that principle of human dignity, there is no solid ground on which to build a decent, well-ordered, democratic polity. Perhaps then we can build a new ‘Jerusalem’ in England’s grey and drizzly land. 

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