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.  

Article
Comment
Development
Politics
4 min read

Downsizing in DC undercuts the lives of millions in Nigeria

Nigeria’s Christian communities will bear the brunt of USAID’s demise.

Chris Wadibia is an academic advising on faith-based challenges. His research includes political Pentecostalism, global Christianity, and development. 

Patient wait in a street clinic beside a sign.
A health project clinic in Lagos, Nigeria.

Christendom, the global community of over 2.5 billion Christians living worldwide, has many geographical capitals. Nigeria, like the United States, is one of them. Upwards of 100 million people living in Nigeria identify as followers of the Christian religion. These Nigerians belong to Christian denominations like Roman Catholicism, Anglicanism, Baptist Christianity, and Pentecostalism. On 6 February the Trump Administration announced plans to downsize USAID, the US government agency that administers foreign aid. In 2023 it managed over $40 billion, and has played a significant role in delivering aid and development support in Nigeria for decades.  

Nigeria has one of the world’s lowest levels when it comes to spending on social issues. Its government’s underspending has trapped tens of millions of Nigerians in horrific, inescapable mazes of poverty. The significant challenges Nigeria faces are well-documented -socioeconomic, geopolitical, and religious ones. The protracted and infamously bloodthirsty Boko Haram insurgency (headquartered in the northeastern corner of the country) has led to the deaths of tens of thousands of Nigerians and displaced over two million people, disproportionately affecting vulnerable women and children.   

Abandoned by the government, many Nigerians look to their ethnic communities, religious groups, and even other state’s agencies and charities for the support and solutions they require to survive.  

In 2021 USAID commemorated 60 years of providing development assistance to Nigeria. Its historical activity has prioritised agriculture and food security, democracy, human rights, and governance, public health, and energy production. In just 2021, USAID provided Nigeria with more than $787 million in development and humanitarian assistance.  

Whilst USAID support for Nigeria has historically been blind to religion, the Trump-led downsizing of development and humanitarian assistance for millions of people living in Nigeria will especially impact tens of millions of Christians, They struggle to lead lives in a country rife with Christian suffering  that is ignored by powerful global actors with the financial, political, and military resources to intervene in substantive and peace-generating ways.  

Southern Nigeria is disproportionately developed compared to the North. Lagos, the economic capital responsible for a third of Nigeria's GDP, sits in the southwestern corner. The south contains a majority of the leading private universities, many of which are owned and funded by Christian churches, and is home to Nigeria's largest international airport. Literacy levels among Christians in Nigeria dwarf literacy levels among Muslims, especially when compared to Muslims living in the religiously archconservative northern states.   

The southern region of Nigeria has an appetite for development and the political will needed to implement an inclusive development vision that simply does not exist up north. Downsizing USAID activity in Nigeria will disproportionately affect Christians in Nigeria who for historical and contemporary reasons have been able to benefit from USAID assistance in ways developing themselves to help Nigeria compete in the global economy.    

In the current 21st century geopolitical climate US-Nigeria relations are far more likely to become more rather than less relevant. 

Muslims in Nigeria, if unbridled by extreme religious dogma, could just as easily undergo the processes of self-development needed to excel in 21st century economic marketplaces. However, as Nigeria's religious landscape stands today, tens of millions of Muslims simply lack access to opportunities to gain the education, training, and work experience that could unleash the full potential of the legendary Nigerian human capital famous globally.  

Millions of educationally and professionally ambitious Nigerian Christians view their work in vocational terms. Inspired by scripture and theological resources like Catholic Social Teaching and the Pentecostal Doctrine of Prosperity, these Christians intentionally seek out educational and professional opportunities because they believe their faith in Christ commands them to provide for their households and invest into their communities. They believe contributions to their homes and communities double as offerings to God himself. For over six decades, USAID has administered development and humanitarian assistance in Nigeria in ways hugely benefitting millions of Christians ignored by their government.  

Administering USAID aid in Nigeria has never been perfect. Bad actors, many of them government officials exploiting the authority of their offices, have stolen development funds intended for marginalized Nigerians and used it to fund their kleptocratic networks and lavish lifestyles. However, in the current 21st century geopolitical climate US-Nigeria relations are far more likely to become more rather than less relevant. USAID support provides a valuable source of American soft power able to win over the hearts of vulnerable Nigerians whose children might one day seize the reins of state power. It also continues the postcolonial project of assisting in the sociopolitical and economic development of the Giant of Africa.  

Downsizing USAID assistance to Nigeria undercuts investment in the lives of millions of Nigerian Christians disproportionately positioned to drive the country in the direction of evolving into just the kind of capable ally in Africa the US wants to work with long term.  

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