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.

Explainer

Creed

Freedom of Belief

8 May 2024

7 min read

Nicaragua in peril

Daniel Ortega's power grab fuels persecution.

Jane Cacouris

Jane Cacouris is a writer and consultant working in international development on environment, poverty and livelihood issues.

An balding man with a moustache turns to look at a camera.

President Daniel Ortega.

Nicaragua is the largest country in Central America with a varied and beautiful landscape; towering volcanoes, unique freshwater habitats - Lake Nicaragua is the region’s largest lake - and spectacular marine environments. It has huge potential for development according to the World Bank. But despite this, not only does Nicaragua remain one of the poorest countries in the region but it is caught in the grip of an increasingly totalitarian regime that, according to a recent all-party “Nicaragua Inquiry Report” by UK Parliamentarians, is taking consistent steps to silence democracy and close civic space. This includes human rights violations against religious leaders, particularly within the Catholic Church, as well attacks against political opposition, journalists, scholars and human rights defenders.

The Ortega dynasty

President Daniel Ortego returned to power after a break of seventeen years in 2006. Historically a Marxist revolutionary, on his return as President, Ortega threw out his left-wing ideals for more achievable policies. However, in 2012, his politics took a disconcertingly authoritarian turn when he pressured the Nicaraguan Supreme Court to authorise his bid for a second presidential term. And more recently, the Nicaraguan Government, which includes Ortego’s wife, Vice President Rosario Murillo, and several of their nine children in prominent positions, has escalated its campaign of persecution against Christians and the Catholic Church.

The harassment started in 2018 with a wave of protests across Nicaragua. University students and others took to the streets to demonstrate against the Government’s proposed social security reforms set to increase pressure on workers whilst providing fewer benefits. Ortega, seeing these protests as a threat, responded with violence using pro-government militia and security forces. According to the United States Commission on International Religious Freedom (USCIRF), 355 people were killed and approximately 2,000 injured making it the deadliest and most violent protest since the Nicaraguan revolution in 1979. Following these protests, the Ortega regime then escalated its human rights violations raising concerns internationally. According to the UNHCR, since 2018, neighbouring Costa Rica has hosted over 300,000 Nicaraguans seeking asylum.

The intimidation and incarceration of clergymen under the Ortega regime in Nicaragua is particularly chilling. It sends a clear message of contempt for God’s priests.

Persecution of Christians in a Christian-majority country

The World Watch list is an annual report published by Open Doors, an NGO which supports Christians worldwide, and lists the fifty countries in which Christians face the ‘most extreme persecution’. The latest report shows Nicaragua has risen up the list, from number 50 last year to number 30 in 2024 rankings. Over 95% of the Nicaraguan population profess to be Christian, so this is perhaps a surprising development.

In 2022, according to the Nicaragua Inquiry, President Ortega was reported to have:

“ordered the arrest of, forced into exile, and verbally attacked priests and bishops, labelling them ‘criminals’ and ‘coup-plotters,’ and accusing them of inciting violence.”

Most publicly known about is the Bishop of Matagalpa, Rolando Álvarez, who was sentenced to 26 years in prison and later exiled to the Vatican and stripped of his Nicaraguan citizenship. At the end of 2023, the Government arrested and detained seventeen clergymen including Father Silvio Fonseca, an open critic of the Nicaraguan government’s intense persecution of the Catholic Church, and two Bishops who publicly offered prayers for Álvarez before they were arrested.

In Latin America, culturally there is a reverence for clergymen that differs to what we see in the West. I lived in Rio de Janeiro in Brazil for a number of years and worked with my husband (who is an ordained Anglican priest) in a favela (shantytown) routinely patrolled by armed gangs. When we first enquired about the safety of walking into the community on our own, a local resident assured us that we would be fine, saying “They will never shoot a pastor”. Perhaps that is why the intimidation and incarceration of clergymen under the Ortega regime in Nicaragua is particularly chilling. It sends a clear message of contempt for God’s priests that will strike to the very core of people of faith across the country.

Over the past year, according to the Inquiry, the Nicaraguan government has also systematically targeted and closed religious organisations that it views as opponents and banned Catholic traditions such as street processions during Holy Week. A journalist was recently sentenced to eight years in prison for reporting on an Easter procession. And perhaps most insidiously, the government has begun to routinely intimidate worshippers, with uniformed and plain clothes government agents visibly monitoring religious services to intimidate clergy and churchgoers.

Three centuries of religious persecution across the world

Religious persecution is etched firmly into the history of humanity through to the modern day. From Emperor Nero’s outlawing of Christians across the Roman Empire to the persecution of Muslims and Jews in the Crusades, to the Armenian genocide in Turkey following the First World War to attacks on the Rohingya in modern-day Myanmar.

Today religious freedom is a hallmark of a developed society, widely considered to be a basic human right. And indeed, the right to freedom of religion or belief is relevant to an array of SDGs (Sustainable Development Goals) aiming to reduce inequality and improve health, education, gender equality, access to justice and climate action. Religious inequalities and discrimination are key obstacles for progress in many of these areas.

According to UN’s Declaration of Human Rights, “Everyone has the right to freedom of thought, conscience and religion… either alone or in community with others and in public or private, to manifest his religion or belief in teaching, practice, worship and observance.”

But in spite of this global commitment, and although 123 of the 193 Member States of the United Nations have served as Council members on the UN Human Rights Council (of which Nicaragua is currently a member state), religious freedom is under threat in many parts of the world today. And it takes many different forms. Some countries in the Middle East expressly forbid all religions except Islam whilst others, such as North Korea, do not permit any religion at all. The most recent annual report of the USCIRF lists 28 countries—home to well over 50 per cent of the world’s population—with Governments actively persecuting their citizens for their religious views.

But is it about religion or is it all about power?

In Nicaragua, the Catholic Church has power in numbers and therefore an influential voice. When Christians such as Bishop Álvarez, a vocal defender of civic freedoms, began to join other civil society actors in speaking out more critically against the Government, the persecution began. Catholic clergymen have long been targeted for speaking out against authoritarian regimes in other Latin American countries. For example, Archbishop Romero y Galdamez was assassinated in 1980 in San Salvador when he appealed to the military dictatorship to stop the brutal repression of the people.

But arguably, the Ortega regime’s crackdown on Christians isn’t only because of its fears of the Catholic Church’s power and influence in Nicaragua.

Having the capacity and choice to believe in God - to have faith - is a profound and powerful characteristic of being human. For Christians, faith in God and Jesus Christ comes first, before any political, social, or economic order. Humans who have a real and living faith in a higher power are defined by it, both individually in how they live out their lives and collectively in how they come alongside others who share the same faith. Perhaps that is why totalitarian regimes that lay claims on the whole person and want ultimate power and control over the collective, are so intent on destroying or co-opting religion.

Thankfully the international community is on alert. Ortega is being called out for his regime’s spiralling human rights record and persecution of Christians. But there is no room for apathy. In the book of Proverbs in the Bible, it says “Speak up for those who cannot speak for themselves… Defend the rights of the poor and those in need.”

As the words of the poem, First They Came by Pastor Martin Niemöller presented at the start of the Nicaragua Inquiry Report movingly remind us,

First, they came for the Communists

And I did not speak out

Because I was not a Communist

Then they came for the Socialists

And I did not speak out

Because I was not a Socialist

Then they came for the trade unionists

And I did not speak out

Because I was not a trade unionist

Then they came for the Jews

And I did not speak out

Because I was not a Jew

Then they came for me

And there was no one left

To speak out for me