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Expert Comment: Ethics-washing and Us-washing

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Professor Edward Harcourt

Given the surge of recent interest in AI ethics – which comes on the back of understandable worries about AI itself – most people are now familiar with the term ‘ethics-washing’. 

Trickling into a linguistic channel already worn smooth by ‘green washing’ and before it of course ‘whitewashing’, ethics-washing means something like this: appearing to take some ethical anxiety about AI seriously and then tactfully dismissing it by applying a meaningless kitemark. It’s the AI ethics equivalent of getting a clean bill of health from a dishonest doctor.

An expression people will likely be less familiar with – or so I hope, because I think I have just invented it – is ‘us-washing’. This too is to be avoided, but because it’s a less familiar idea, some explanation is needed. 

Us-washing is like ethics-washing except that what gets ethically whitewashed is not AI, but ourselves. It’s an important notion because it’s important to avoid an implication that’s all too easy to draw from my (justified) disdain for ethics-washing, that the bit of the world occupied by AI – a bit of the world that’s growing all the time – is ethically black and white: on one side big bad AI, and on the other good little us, with only ethics to defend ourselves. A serious AI ethics – indeed the serious ethical examination of anything – should not be in the business of lending respectability to these simplistic oppositions or to the idea that it is always the business of ethics to oppose AI, any more than it should be in the business of ethics-washing.

But why ‘us-washing’? The answer is that the simplistic picture which pits big bad AI against good little us ethically flatters us, and flatters us because to the extent that AI is bad – and surely it sometimes is and sometimes isn’t – its badness is our badness. Wagging our fingers at AI is thus a convenient way of whitewashing ourselves.  

But why ‘us-washing’? The answer is that the simplistic picture which pits big bad AI against good little us ethically flatters us, and flatters us because to the extent that AI is bad – and surely it sometimes is and sometimes isn’t – its badness is our badness. Wagging our fingers at AI is thus a convenient way of whitewashing ourselves.  

The mechanism at work here is the same as in scapegoating: the badness of the community is loaded symbolically onto the sacrificial animal so the community comes out ritually purified. Psychoanalysts find this mechanism all over the place, especially perhaps in practices of blaming: we project disquieting aspects of ourselves onto others and condemn them at a safe distance. That’s a lot easier than facing up to something disagreeable that’s within us. 

Here is a more concrete example of what I have in mind. A few years back I was paying for something at a railway station and leant across – this bit of the story shows it must have been pre-COVID – to get my change. It was then that I spotted a little notice taped to the back of the cash register, ‘smile when you give change’. But what is a smile to order really worth? Routinizing smiles in this way nullifies the value of the human presence by reducing it to an instrument – supposedly – of customer satisfaction. But now don’t be surprised that the same species that invented these working practices also invented LLMs, indeed LLMs with human faces, that ‘ask’ you how you are feeling, or ‘commiserate’ with you when you have lost a relative. Humans – that is to say, we – did our very best with the production line to reduce our conspecifics to machines. No surprise, then, that we have now invented actual machines to do the same thing. (Indeed, that might be an improvement, as long as the humans can be found something else to do.) 

Nor should this line of thought be mistaken for a counterblast against greedy producers, in which consumers are the innocents. That would be us-washing all over again. 

It’s still a puzzle to me why people ‘chat’ to LLMs, because the very fact that LLMs are machines should mean that their ability to ‘listen’ for hours on end isn’t a sign of patience, and so has nothing like the value a patient human being would have. 

But our appetite as consumers for instrumentalization – that is, for reducing something to its ability to gratify our desires – which is so vividly on display here has been well honed already by pre-digital consumerism, starting with people who are all smiles at the checkout but also roping in the Lonely Hearts column – remember those? – in which people recite a checklist of what they’re after in their perfect romantic partner.  

The latest AI-driven iterations of these things – whether chatbots, dating websites or some third thing – should be no surprise at all. If we are uncomfortable with those inclinations within us that lead us to instrumentalize our fellow human beings, we’re surely not wrong. 

But we should rein in our inclination always to point the finger at AI and own those less flattering features of ourselves.  

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Confusion as Oxfordshire football legends event cancelled

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Didcot Town FC sent out a reminder yesterday (Saturday March 28), that its event today (Sunday, March 29) has been cancelled.

The show was billed as an afternoon with “three Leeds United Legends… Gordon Strachan and Mel Sterland and Jon Newsome”.

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Mr Strachan is perhaps the best known of the three having also managed Southampton, Celtic, Middlesbrough and Scotland.

To be held at the football club, its description said: “A night you don’t want to miss.

“Filled with historic stories from the lads at their time at the club, funny inside memories and much more.”

Didcot Town Football Club (Image: Didcot Town Football Club)

However, the event was cancelled and Didcot Town said that despite its request for tickets to be taken off sale by TD Promotions, they were still showing as on sale yesterday.

Today, the event is listed on TD Promotions’ website as being ‘sold out’ and does not mention that it has been cancelled.

A statement from Didcot Town Football Club said: “The Gordon Strachan, Mel Sterland and Jon Newsome event at Didcot Town this Sunday has been cancelled.

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“Despite our request for tickets to be taken off sale by TD Promotions, they are still showing as on sale.

“TD Promotions have said they will be in contact with everyone that bought a ticket next week to sort out refunds.

“Any issues contact didcotmedia@gmail.com and I will give you their details.”

Jermaine Beckford and Luciano Becchio at Didcot Town FC (Image: Didcot Town FC)

Didcot Town welcomed former Leeds United strikers Jermaine Beckford and Luciano Becchio in September 2025 for an event through TD Promotions.

Didcot’s event featured an auction and raffle, with comedian Jed Stone as the compere and saw a turnout of around 200 people.

This followed on from other high profile events at the club over the past two years which includes the late boxing legend Ricky Hatton and former England footballer Paul Gascoigne.





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UK murder investigation after child dies with two arrested

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Thames Valley Police said on Saturday morning that its investigation continues after a duo were arrested on Thursday, March 26 across the county border from Oxfordshire in Berkshire.

A 27-year-old man and a 28-year-old woman from Slough were arrested on suspicion of murder and grievous bodily harm.

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The force said both adults had been released on conditional police bail “pending further enquiries”.

The arrests come after a child “sustained serious injuries” and “tragically passed away in hospital”, according to Detective Inspector Nick Hind from the Major Crime Unit.

The detective said the force’s enquiries are “still at an early stage” and acknowledged the incident is likely to cause “significant concern” in the community.





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Oxfordshire’s Hailey CE Primary School opens new library

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Hailey CE Primary unveiled the library in conjunction with World Book Day, funded through donations from the Friends of Hailey School, community grants, local business donations and our generous families.

Mrs Davies, headteacher, said: “The school is proud that together we are building a brighter future for our children through the power of reading.”

The library offers a wide selection of books across different genres to help children improve their literacy skills and discover new interests.

Excitement is high within the school community.

Mrs Davies said: “We’re so excited about the opening of our library that everyone’s peeking through the doors to catch a glimpse.

“I cannot wait to unfold the magic behind the books.”





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