Consumers should be more skeptical of artificial intelligence:
World Consumer Rights Day is celebrated annually on 15 March “to raise awareness?of consumer?rights, consumer protection and empowerment”. Since artificial intelligence (AI) has become such a ubiquitous presence in the lives of consumers globally, it is fitting that the theme for 2024 is Fair and Responsible AI for Consumers.
The original intent of AI was to build a neural network — essentially a brain — but what we’re getting is far smarter than that. Geoffrey Hinton, the godfather of AI, said, “We don’t know what AI is doing any more than we know what’s going on in [our] brains”.
Artificial intelligence has a learning potential that is exponentially greater than that of humans. For example, AI systems can learn collectively, drawing insights from diverse sources and benefiting from collaborative learning approaches. In contrast to humans, AI systems know what other AI systems have learnt.
Furthermore, the integrated circuits or chips that provide hardware support for operating AI algorithms are developing rapidly. The most complex chip design has more than 50 billion transistors on a 5-nanometer chip, which is the size of a fingernail.
The rapid progress of AI has also been driven by the unprecedented speed with which customers have embraced it. Traditionally consumers adopted technology at different times for different reasons. Reaching 50 million users took the telephone 75 years, the internet four years, and Facebook two years. But the adoption of AI is nearly automatic because consumers already have the tools, such as smartphones, needed to use it. The AI language model, ChatGPT, took only two months to reach 100 million users.
Invisible innovation
Artificial intelligence can transform stand-alone products into services by providing them with “senses” and “intelligence” that not only follow instructions but also make decisions. Take maps, for example. They used to be paper products, but because of digitalisation and AI they have evolved into services that provide clients with the most effective route while updating in real-time in response to traffic flow. This means that AI is largely invisible to consumers.
These technologies are being integrated behind the scenes into core products and services, especially in back-end services used to improve consumer-facing front-end services. As a result, consumers feel rather than see the effect of AI on their consumption experiences. Better customer service with little to no extra effort or expense is becoming the norm for consumers.
Society’s sentiment is changing in favour of service providers that use AI to do their jobs, according to content marketing speaker Andy Crestodina. As Andrew Carnegie, one of the wealthiest Americans in history, once said, “Capitalism aims to turn luxuries into necessities.” Likewise, where AI initially felt repulsive to some, consumers are starting to see AI integration as a requirement. But the added convenience of AI is presenting us with an ethical dilemma. We must decide between our desire to understand AI and the performance improvements it provides.
Consumers trust their computers or phones but don’t understand how they function. Similarly, AI models may be trusted too quickly. For example, trust that a given exercise routine is best through an AI fitness tracker or why a language-translation earpiece chose a particular word. This unconditional trust in AI outputs is driven by convenience, which tends to prevail in most cases when we use these technologies. If the training data set is incomplete or biased, the AI model may learn incorrect patterns, called AI hallucinations, and misinform consumers. In some instances, AI errors will be easily detected, but they become less obvious when complexity increases.
Generative AI models aim to duplicate existing content in unique ways, which can create significant value. But, garbage in, garbage out. This expression points out that flawed information produces a similar low-quality output. If the data set used to feed the AI model is biased, it might result in the reproduction of biases and power structures.
Some companies are aware of the effect of biases of AI models and are open about how they try to address the errors. For example, chatbots are being designed to stop processing and ask the user for help if it doesn’t know the answer to a particular question. But this is not the case for all AI models.
Trust issues
Important questions must be answered as generative AI models continue to spread throughout all parts of society with minimal or no regulatory control. These models are built on enormous amounts of data acquired from many sources, frequently without the consent of content creators such as artists, writers, journalists, Youtubers, and social media influencers. Not even selfies are safe. Concerns about responsibility, ownership, human rights, privacy and value distribution arise from this. Hopefully, some of these concerns will be addressed on World Consumer Rights Day.
As consumers get spoiled with better services and rely on their products to “do” things, not just “be” things, consumer experience will entail a degree of trust in the AI-enhanced products and companies. Explaining the product features and giving consumers more control will be essential. Google does this with its “incognito mode” and “clear search history”.
Nevertheless, consumers and companies should remain sceptical of AI outputs, as if they were sourced from a smart Wikipedia page with inherently political opinions.
Lisa Esterhuyzen is a junior lecturer in the department of business management at Stellenbosch University. She writes in her personal capacity.
Care workers trapped in UK’s ‘modern slave trade’:

Abena*, a migrant worker from Southern Africa, was repeatedly raped by her manager at a care home in the United Kingdom but did not report him to the police for fear of losing her job and her visa.
Bernice*, from Jamaica, was sexually harassed by her landlord in the accommodation arranged by her employer, which sponsored her work in the UK.
Then there’s Chidera*, a live-in carer from Ghana, who once went nearly four months without a day off. After complaining to a manager, she was threatened with being dismissed and having her visa revoked.
They are among dozens of migrant care workers who have travelled to the UK to fill vacancies, only to find themselves exploited and silenced. The Bureau of Investigative Journalism (TBIJ), working with Citizens Advice, has gathered the testimonies of almost 175 people working for about 80 care providers on the health and care worker visa.
Their stories show that the people who make up a vital section of the UK’s social care workforce fear raising concerns about labour abuses, in large part because the visa system makes them dependent on their employer for their right to stay and work in the country. Any complaint, even if upheld, can start a ticking clock leaving them with barely two months to avoid the risk of deportation.
“We work on a lot of difficult issues at Citizens Advice, but this is one of the most heartbreaking because of our limited ability to help people,” said Kayley Hignell, its interim director of policy.
“Our investigation shows that there are potentially thousands of people trapped in a system which leaves them vulnerable to abuse and threats, powerless to complain, and often losing thousands of pounds. These people are skilled professionals who keep our healthcare services running yet … the best we can sometimes do is help them access a food bank.”
Andrew Gwynne, the shadow minister for social care, said the findings highlighted how the government had failed in its promise to fix the crisis in social care. “It is vital that we ensure we have a system where exploitation of overseas workers is not tolerated, and steps must be put in place to stop those who perpetrate abuse.”
‘If she is dismissed, she will have nothing’
Early last year, staff at Citizens Advice, a charity that provides confidential support on issues including debt and housing, noticed an increase in calls from people who were on the health and care worker visa.
Concerned by the trend, Citizens Advice collected information recorded by its advisers to assess the scale of the problem. In total, the charity gathered evidence from 150 workers, although the true number of people affected is likely to be far higher.
The charity then shared anonymised information about the callers with the TBIJ as part of its investigation into exploitative and precarious working conditions faced by migrants in the UK.
In those calls and in interviews with the TBIJ, care workers described experiencing wage theft, paying up to £30 000 in illegal recruitment fees, receiving fewer hours than promised, and even being left destitute because of the working conditions experienced in the care sector.
Although some of these issues have been raised by campaign groups and in the media, one key factor that came up again and again has received less attention: that workers feel trapped in these situations because their visa arrangements penalise whistleblowing.
Workers depend on their employer for the right to stay and work in the UK; losing their job for any reason means they have, at most, 60 days to find a new work sponsor or leave the UK once they are contacted by the home office. Some also live in housing provided by their employers, which they can lose if they leave their job or are dismissed. All of this leaves them at greater risk of exploitation.
About a third of those who have been mistreated at work said they were afraid to raise concerns about their manager or employer because they feared reprisals, including losing their work and visa, and threats to their safety.
It has left some migrant workers in horrific circumstances.
Abena*, from Southern Africa, told Citizens Advice she had been raped by her boss, the manager of a care home, on several occasions, including while on an overnight training course.
She attended a rape crisis centre but decided not to go to the police. She told her manager she wanted their relationship to remain purely professional, and thinks that he punished her as a result by not giving her any shifts.
Bernice* lived in housing arranged by her employer while working as a carer. She told Citizens Advice she had been sexually harassed by her landlord. Again, fear of losing her job had stopped her raising a complaint. A clause in her contract said that if she was sacked or resigned she would have to repay the cost of her flights to the UK.
“If she is dismissed she will have nothing — she will have nowhere to live, no money, no right to access public funds, no sponsored work visa, and will have her final months’ wages taken off her,” noted the call handler.
A home office spokesperson told the TBIJ: “We strongly condemn offering health and care worker visa holders employment under false pretences and will not tolerate illegal activity in the labour market.
“We are committed to stamping out exploitation of those working in the care sector and have announced providers in England will only be able to sponsor migrant workers if they are undertaking activities regulated by the Care Quality Commission.”
‘A modern slave trade’
The latest government figures show almost 106 000 visas were granted to care workers in 2023 — a number that has tripled from the same period in 2022. People from India, Nigeria, Zimbabwe, Ghana, Bangladesh and Pakistan topped the list of nationalities travelling to the UK to plug the labour gap.
To get the visa, a person must have a job offer from an approved UK employer, also known as a sponsor. The worker remains tied to their sponsor for the length of their visa. This places employers in an “incredible position of power”, said Dora-Oliva Vicol, chief executive of the Work Rights Centre, an organisation that supports migrant workers.
“What the home office and labour enforcement agencies need to realise is that, in the current conditions, people don’t report exploitation because they don’t want it to backfire,” she said.
“Employment is a public good and you have these rogue employers operating unlawfully in the knowledge that no one’s going to check and then no one’s going to say anything because it will hurt them.”
Few of the workers who spoke to Citizens Advice or the TBIJ said they would be willing to blow the whistle on their sponsor. Demi*, a live-in care worker, said she was terrified about the financial power her agency has over her.
She was sometimes expected to work 20 hours a day, without rest breaks or time to recuperate between placements. But her complaints went nowhere, and her mental health suffered.
“If I keep going like this, I won’t survive,” she said. “I’m not sure how care companies in a first-world country are capable of getting away with abuse, exploitation and, simply put, a modern slave trade.”
In another case, a Nigerian worker who complained about earning below the minimum wage was told he would have to move about 500km for a different placement. The employer revoked their sponsorship because he refused.
Power imbalance
Neville returned to Jamaica in November last year after being dismissed from his job at a large care home in Torquay.
He believed the decision was unjust, but couldn’t bring an unfair dismissal claim because he hadn’t worked at the home for the necessary two years.
Instead of supporting residents, Neville and other migrant workers were initially made to work as cleaners and kitchen porters. “It was terrible,” he said. “I didn’t come here for that.”
Neville was also renting his housing from his employer. A month into his stay, he and the other tenants, who were also migrants, were told they would have to share their single rooms. Seventeen people were living in the property, Neville said.
He refused to share, so his room was changed while he was at work. “They’re telling us every day that we are to maintain residents’ dignity,” he said, “but what about ours?”
Unable to find another sponsor, he had to move out and ultimately returned to Jamaica. Neville said he was fearful of whistleblowing while in the UK because of the power imbalance between him and his employer.
No protections
Aké Achi founded the charity Migrants at Work, which scrutinises the intersection between immigration law, employment law and human rights. He told the TBIJ that immigration rules penalise whistleblowers, adding that they need to be protected from the home office as well as their employers.
It is unlawful for an employer to dismiss someone, make them redundant or force them to resign after whistleblowing, but Achi said they often do.
In fact, reporting can directly put their own and their colleagues’ jobs at risk, if the home office responds to allegations by revoking the company’s sponsorship licence.
Achi said: “[Workers] have to make a choice between either remaining in exploitation or reporting a sponsor to deal with their own problem, but at the same time, it potentially will affect those who have stayed behind.”
Achi said he knew of care workers who had cooperated with home office investigations only to lose their jobs and be given no support to gain new employment. In other cases they were identified to their employer, something that could both jeopardise their safety and lead to them being shunned by their community.
He said one solution would be to ensure that protections for whistleblowers are inserted into immigration rules.
In one case in our investigation, a Filipino worker travelled to the UK to be a carer only to find herself working at an assisted living home for prisoners. Feeling unsafe, she quit, but her employer argued she was in breach of contract and tried to make her return to work. She told Citizens Advice she was worried that reporting the company would cause problems for other Filipino employees.
In the end she did contact the home office, who told her she could seek alternative employment, but did not take action against the company.
But finding a new job is not always easy. The charity Skills for Care estimates there were about 152 000 vacancies in adult social care in 2022-23. Despite this, overseas workers who lose their jobs while in the UK can struggle to find new care companies to sponsor them. Some are refused references; others have unfair clawback clauses in their contracts that kick in if they quit. Citizens Advice spoke to one person whose employer said they would have to pay back £11 500 if they left the company within five years.
Nowhere to turn
Eshan* paid a recruitment agency in his home country, India, almost £17 000 before coming to the UK in April 2023 to work in care.
He was promised 40 hours of work a week with Swan Care Solutions, and in return he completed online training and bought a car that he needed for the job. But soon after he arrived, he visited the company’s offices and felt something was wrong.
The office, in Wolverhampton, was bare inside, the size of a single bedroom, and there was just one staff member present. Eshan saw no company signs or branding.
In the months that followed, Eshan claims he received no work or pay. He says his emails to management went unanswered. He has filed a claim with the employment tribunal that includes unpaid wages and unlawful recruitment fees.
He complained to the home office and the Care Quality Commission, the independent regulator for health and social care, but said neither authority replied. Swan Care Solutions is still registered to sponsor overseas care workers.
Elizabeth Chengeta, managing director of Swan Care Solutions, denied the allegations but said she could not comment further as it is an ongoing legal case. She says the company has multiple offices which have had visits from commissioners, councils and the Care Quality Commission and no concerns about the office have previously been raised.
“I went through a depression and I didn’t know what to do,” said Eshan. “I was sitting inside my room [by myself] … Everyone thought that I was doing my work but there’s nothing happening. “Everywhere in the UK it’s happening nowadays, with the same thing that I am facing”
Pursuing employment tribunal claims present many difficulties for migrant workers. Legal aid is not available for most employment matters, including unlawful deduction of wages, unfair dismissal and breach of contract.
Of the 172 migrant care workers the TBIJ and Citizens Advice spoke to, only six are known to have decided to escalate their case to an employment tribunal. Solicitors have to work at the intersection of immigration law and employment law, making it a “hugely complex area of advice”, said Vicol of the Work Rights Centre, which is supporting Eshan.
Licences revoked
The TBIJ can also reveal that 55 care providers that were granted sponsor licences have had employment tribunal judgments made against them since November 2017.
The home office publishes a list of all visa sponsors but does not make clear which of them are care providers, so the TBIJ cross-referenced the register with the Care Quality Commission’s list of service providers and the employment tribunal decisions database.
The government’s guidance for visa sponsors prohibits companies that have breached immigration law, but has no such restrictions regarding employment law. The home office told the TBIJ it could not assess whether sponsors had broken employment law because it was not a labour market regulator.
From August 2020 — when the health and care worker visa was launched — to March 2024, the number of care providers with visa sponsorship licences ballooned from just over 250 to more than 3 200. In that time, nearly 200 have been removed from the home office register.
The TBIJ has been unable to establish with the home office why those providers had their licences revoked. Experts said having this information would be crucial for the adult social care sector, especially if they are to help migrant care workers before they hit crisis point.
Half of the migrant care workers who contacted Citizens Advice were facing financial hardship by the time they made the call. Many only asked for help once they were already in debt and unable to pay for food, rent and other bills. Because of a visa condition known as “no recourse to public funds”, they could not claim most benefits or help with housing.
Even Citizens Advice staff struggled to support them. Helen Brown, an adviser with Citizens Advice Shropshire since 2021, told the TBIJ: “It was a whole learning curve of stuff we hadn’t interacted with before … At one point I remember thinking, ‘Oh, we can’t give them food bank vouchers’ and then having to ask around the office if it’s allowed because we didn’t know. Fortunately, it is, but it still feels like the bare minimum as to what we can offer them.”
Brown said she and other advisers find themselves “stuck in a catch-22”. She wants justice in cases of mistreatment as much as the callers do, but reporting an employer to the home office carries a huge risk — that the worker will lose their job and have limited time to find a new sponsor.
“This is such an open loophole that if you’re dismissed for whatever reason — if you’re exercising your employee rights to join a trade union or complain about racial discrimination — you can be dismissed, and that has no bearing on the home office’s decision. You have 60 days. That’s not enough time to go to an employment tribunal at all. That’s not enough time to take any action and then also find a sponsor.”
She described one case in which several migrant workers at a company were not being paid but their white British colleagues were. All she could offer were food bank referrals or help with energy bills, and it left her feeling hopeless.
“I did end up crying,” she said. “I just couldn’t do it.”
*Names have been changed to protect sources.
This story was produced by The Bureau of Investigative Journalism.
Kolisi captaincy future in doubt as Springboks plan ahead:
Springbok rugby coach Rassie Erasmus said on Tuesday that it was uncertain whether double World Cup-winning captain Siya Kolisi would continue to lead the team.
Speaking at a press conference in Cape Town, Erasmus said Kolisi’s contract with French club Racing 92 did not prevent him from playing for his country and that he would be considered for selection but not necessarily as captain.
“There are a lot of players who signed contracts with clauses that they will stop playing international rugby. Siya did not sign a clause like that so that tells you he wants to play for South Africa,” said Erasmus.
“He will be considered and I think he will play some Test matches.”
Kolisi, 32, captained the Springboks to victory in the 2019 and 2023 Rugby World Cups but the flank forward will be 36 when the next World Cup is played in 2027.
Erasmus said he preferred to have a captain who was based in South Africa – “it would be great to give the guy a call and spend the weekend together to discuss plans” – but he needed to know whether it was “doable” for Kolisi to continue in the role.
Erasmus said he had a good idea of which players would remain in contention for the 2027 World Cup defence, but added that older players remained part of his short-term plans.
“We know exactly which players we think can last another year and we have given them specific tasks to help the youngsters before they leave here,” he said.
‘Need to evolve’
The Springboks open their 2024 campaign with a match against Wales at Twickenham in London on June 22.
They then have a two-match home series against Ireland in Pretoria on July 6 and Durban on July 13.
Erasmus said he would call on his most experienced players for the match between the teams ranked one and two in the world.
Ireland were the only team to beat the Springboks during the World Cup, winning an epic battle 13-8 in Paris.
“We haven’t beaten Ireland since 2016 so we want to rectify that,” said Erasmus.
Erasmus said new Springbok assistant coaches Tony Brown (attack) and Jerry Flannery (defence) would bring new thinking to the team.
“As we said before last year’s tournament there was no way we would be successful if we kept doing things in the same way. We need to evolve our game once more as teams will have looked at how we play and how they think they can stop us.”
Former All Black Brown said he jumped at the opportunity to work with some of the most exciting players in the world.
“When Rassie phoned, I immediately said ‘yes’,” he said.
“I’m looking forward to spending time with the players to see what we can do to find those little things that we can add to our attacking plans. If we get our coaching right the Springboks will be a really dominant force.”
Flannery, a former Ireland international, who has previously worked with Erasmus at Munster in Ireland, said he was impressed with his first interactions with the players at a recent alignment camp.
“Watching the players’ eyes and the way they focused when the coaches were speaking tells me they really want to be there.”
© Agence France-Presse
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