Author: The Conversation

As nearly half of all Australians say they have recently used artificial intelligence (AI) tools, knowing when and how they’re being used is becoming more important. Consultancy firm Deloitte recently partially refunded the Australian government after a report they published had AI-generated errors in it. A lawyer also recently faced disciplinary action after false AI-generated citations were discovered in a formal court document. And many universities are concerned about how their students use AI. Amid these examples, a range of “AI detection” tools have emerged to try to address people’s need for identifying accurate, trustworthy and verified content. But how do these tools actually work? And are they…

If last week’s trillion-dollar slide of major tech stocks felt familiar, it’s because we’ve been here before – when hype about innovation last ran headlong into economic reality. As markets slump on the back of investor unease over soaring valuations of artificial intelligence (AI) companies, commentators are asking the same question they were during the dotcom crash 25 years ago. Can technology really defy basic economics? It’s a question I discussed in my inaugural professorial lecture at the University of Otago back in August 2000, just as internet stocks were tumbling and hundreds of dotcoms were failing. I argued then that many internet firms were…

The Southern African Large Telescope (SALT) celebrates 20 years of observing the sky. SALT is the largest optical telescope in the southern hemisphere. It’s been steadily revealing new science knowledge, ranging from the discovery of planets outside our solar system to understanding the unusual physics around black holes. It’s also 20 years of doing science for society. SALT is where I conducted much of my PhD research. I’d grown up in rural Eastern Cape, marvelling at the diamond night skies. My first fascination for astronomy was sparked when learning about the concept of SALT at a science fest in high school.…

People often take walking for granted. We just move, one step after another, without ever thinking about what it takes to make that happen. Yet every single step is an extraordinary act of coordination, driven by precise timing between spinal cord, brain, nerves, muscles and joints. Historically, people have used stopwatches, cameras or trained eyes to assess walking and its deficits. However, recent technological advances such as motion capture, wearable sensors and data science methods can record and quantify characteristics of step-by-step movement. We are researchers who study biomechanics and human performance. We and other researchers are increasingly applying this data to improve human…

The robots were taking our jobs – or so we were told over a decade ago. The same warnings are regularly heard today about the likely impact of artificial intelligence (AI). Tech breakthroughs have long stirred fears of workplaces being wiped out by automation, with generative AI platforms such as ChatGPT inspiring the latest round of occupational angst. We often see this dread of AI replacing our livelihoods in news articles reporting on new worker survey findings, or in online forums talking of AI “job massacres”. A similar gloom pervaded earlier research speculating about the future impact of automation and an impending…

The term “black swan” refers to a shocking event on nobody’s radar until it actually happens. This has become a byword in risk analysis since a book called The Black Swan by Nassim Nicholas Taleb was published in 2007. A frequently cited example is the 9/11 attacks. Fewer people have heard of “grey swans”. Derived from Taleb’s work, grey swans are rare but more foreseeable events. That is, things we know could have a massive impact, but we don’t (or won’t) adequately prepare for. COVID was a good example: precedents for a global pandemic existed, but the world was caught off guard anyway. Although he…

The International Space Station (ISS) is one of the most remarkable achievements of the modern age. It is the largest, most complex, most expensive and most durable spacecraft ever built. Its first modules were launched in 1998. The first crew to live on the International Space Station – an American and two Russians – entered it in 2000. Nov. 2, 2025, marks 25 years of continuous habitation by at least two people, and as many as 13 at one time. It is a singular example of international cooperation that has stood the test of time. Two hundred and ninety people from…

Last week, artificial intelligence (AI) music company Udio announced an out-of-court settlement with Universal Music Group (UMG) over a lawsuit that accused Udio (as well as another AI music company called Suno) of copyright infringement. The lawsuit was brought forward last year by the Recording Industry Association of America, on behalf of UMG and the other two “big three” labels: Sony Music and Warner Records. The lawsuit alleged Udio – which offers text-to-audio music-generating software – trained its AI on UMG’s catalogue of music. But beyond agreeing to settle, the pair have announced a “strategic agreement” to create a new product, to…

A South African court case made headlines for all the wrong reasons in January 2025. The legal team in Mavundla v MEC: Department of Co-Operative Government and Traditional Affairs KwaZulu-Natal and Others had relied on case law that simply didn’t exist. It had been generated by ChatGPT, a generative artificial intelligence (AI) chatbot developed by OpenAI. Only two of the nine case authorities the legal team submitted to the High Court were genuine. The rest were AI-fabricated “hallucinations”. The court called this conduct “irresponsible and unprofessional” and referred the matter to the Legal Practice Council, the statutory body that regulates legal practitioners in…

Social media has reached more than half (63.9%) of the world’s population since it got started in 1996. Social network platforms grew from 970 million users in 2010 to 5.41 billion in July 2025. The average social media user engages with between six and seven platforms. The average person spends two hours 21 minutes on social media per day. All this time on social media shapes people’s perceptions, influences emotions and fuels anxieties, but its impact on social stress remains difficult to measure. Herkulaas MvE Combrink is a specialist in computational infodemiology, a field which studies the spread of information in digital spaces, at high volumes…