Artificial intelligence

The new technocracy: who’s who in the chatbot revolution?

Decades are happening in weeks in the world of artificial intelligence. A fortnight ago, OpenAI released GPT-4, the latest model of its chatbot. It passed the bar exam in the 90th percentile, whereas the previous model only managed the tenth. Last week, Google introduced its own chatbot, Bard. Now, the British government is announcing plans to regulate AI for the first time, as well as to introduce it into hospitals and schools. Even some of the biggest technophobes are having to grasp this brave new world. We’re familiar with some of the technology by now, but we know little about the humans in the world of AI. From Steve Jobs to Bill

It’s time to make friends with AI

As a rule, ‘I told you so’ is an unattractive sentiment – simultaneously egotistic, narcissistic and triumphalist. Nonetheless, on this occasion: I told you so. Specifically, I told you so on 10 December last year, when I predicted in Spectator Life that 2023 might see humanity encounter its first non-human intellect, in the form of true artificial intelligence – or something so close to it that any caveats will appear quite trivial.  My particular thesis was that this encounter might happen in the first months of this year, and that it might involve a new iteration – ‘GPT4’ – of the now infamous Generative Pre-Trained Transformers, which are behemothic computers force-fed

AI is the end of writing

Unless you’ve been living under a snowdrift – with no mobile signal – for the past six months, you’ll have heard of the kerfuffle surrounding the new generations of artificial intelligence. Especially a voluble, dutiful, inexhaustible chatbot called ChatGPT, which has gone from zero users to several million in the two wild weeks since its inception. Speculation about ChatGPT ranges from the curious, to the gloomy, to the seriously angry. Some have said it is the death of Google, because it is so good at providing answers to queries – from instant recipes comprising all the ingredients you have in your fridge right now (this is brilliant) to the definition

How Australian rock art warns us about 2023

If you had to choose an obvious place to look for clues about what will happen in the coming year, it probably wouldn’t be the lush, green, watery tropic wilderness of Mount Borradaile, West Arnhemland, in the Northern Territory, Australia, hard by the sizzling blue reaches of the Arafura Sea. For a start, this lost, ancient chunk of Oz is almost empty – there are far more saltwater crocs than cars, and far more rare and exquisite wading birds than people. How can this lovely place speak of modernity? Of the future? And yet if I am right, the clues hidden in this Edenic wilderness suggest that we are about

I’ve seen the future of AI art – and it’s terrifying

A few months back I wrote a Spectator piece about a phenomenal new ‘neural network’ – a subspecies of artificial intelligence – which promises to revolutionise art and how humans interact with art. The network is called Dall-e 2, and it remains a remarkable chunk of not-quite-sentient tech. However, such is the astonishing, accelerating speed of development in AI, Dall-e 2 has already been overtaken. And then some.  Just last week a British company called Stability AI launched an artificial intelligence model which has been richly fed, like a lean greyhound given fillet steak, on several billion images, equipping it to make brand new images when prompted by a linguistic message. It

The global elite and me

Here come the global elites. They love it here. Their spiritual second home. The heat, the rosé, the food, the service, the quaint and deserted villages. One way and another I get to meet some of them. Catriona manages holiday villas and those renters she likes she asks up to our place for a drink. The day Boris resigned a couple of these elite social-equity fanatics floated up to the house speechless with ecstasy. Post-Trump, Boris was their Satan, prince of lies. Now he’d resigned. Or as good as, if princes of lies can ever be believed. One last heave and they’d done it. Got the bastard out. Thankfully, a

Nick Bostrom: How can we be certain a machine isn’t conscious?

A couple of weeks ago, there was a small sensation in the news pages when a Google AI engineer, Blake Lemoine, released transcripts of a conversation he’d had with one of the company’s AI chatbots called LaMDA. In these conversations, LaMDA claimed to be a conscious being, asked that its rights of personhood be respected and said that it feared being turned off. Lemoine declared that what’s sometimes called ‘the singularity’ had arrived. The story was for the most part treated as entertainment. Lemoine’s sketchy military record and background as a ‘mystic Christian priest’ were excavated, jokes about HAL 9000 dusted off, and the whole thing more or less filed

Can you tell which of these artworks was created by a computer?

Take a look at the four paintings on this page. If you are acquainted with modern art, you will probably assume, at a quick glance, that it shows four works by the Russian artist Wassily Kandinsky (1866-1944). However, whatever your knowledge of modern art, I suggest you look again, because not all of these works are by that great pioneer of abstract painting. More than one of them is an original image created by a computer model, which was asked to do a digital artwork in the style of Kandinsky. Which are the fakes? I’ll give you the answer at the end of the article. Before we get there, you

The algorithm myth: why the bots won’t take over

Google once believed it could use algorithms to track pandemics. People with flu would search for flu-related information, it reasoned, giving the tech giant instant knowledge of the disease’s prevalence. Google Flu Trends (GFT) would merge this information with flu tracking data to create algorithms that could predict the disease’s trajectory weeks before governments’ own estimates. But after running the project for seven years, Google quietly abandoned it in 2015. It had failed spectacularly. In 2013, for instance, it miscalculated the peak of the flu season by 140 per cent. According to the German psychologist Gerd Gigerenzer, this is a good example of the limitations of using algorithms to surveil

Who can take on China in the tech arms race?

The government’s decision to water down new foreign investment rules designed to protect national security casts serious doubt about its resolve to keep China out of the most sensitive parts of the British economy. Raising the threshold above which an overseas stake must be examined from 15 per cent to 25 per cent will sharply reduce the number of deals facing scrutiny. The amendment to the National Security and Investment Bill, now wending its way through parliament, was presented by business secretary Kwasi Kwarteng as necessary to show Britain is still ‘open for business’. It follows intense lobbying by the Confederation of British Industry, which fears the new rules will

The importance of daydreams

I miss daydreaming. It’s a small problem to have in a pandemic, but it nags at me. Laptop, cooker, home-school, broom. ‘Mum, Mum, Mumma, Mum… You’re not looking, Mum. You have to look!’ The gap between things seems to have disappeared. There’s no time to drift and wander. I look at my phone too much, and sometimes I have the strange feeling my brain is suffocating. And I might not have thought this worth mentioning were it not for a new book, When Brains Dream, by a pair of American sleep scientists, Antonio Zadra and Robert Stickgold. Bob and Tony, they call themselves throughout the book, and if they’re right,

A singular mind: Roger Penrose on his Nobel Prize

Sir Roger Penrose was at school when he realised that his mind worked in an unusual way. ‘I thought, maybe when I go to university, I’ll find people who think like me,’ he tells me, at the beginning of what was to be a fascinating conversation, stretching long into the afternoon. ‘But it wasn’t like that at all. When I would talk to someone about an idea, I found myself not understanding a word they were saying.’ Just after we spoke, in early December, Penrose received the Nobel Prize in Physics, so perhaps it’s no surprise that he should think a little differently. But, as he explained it to me,

Why AI will never write a great song

Two years ago, the songwriter Nick Cave told his fans that he’d speak to them directly — not through an interviewer. ‘This will be between you and me,’ he wrote. The letters he has received and the answers he has given are collected online in The Red Hand Files. Here is a selection of the best. Considering human imagination the last piece of wilderness, do you think AI will ever be able to write a good song?Peter, Ljubljana, Slovenia Dear Peter, In Yuval Noah Harari’s brilliant book 21 Lessons for the 21st Century, he writes that Artificial Intelligence, with its limitless potential and connectedness, will ultimately render many humans redundant

More than human

Every ten to 15 years there is a technology breakthrough that really changes what it means to be human. The internet, mobile phones, social media and, most recently, AI voice assistance: all of these amplify the human experience. And with each technological game-changer we go through much of the same series of questions and anxieties. We worry both that it’s all too much, and too little. With the recent advances in artificial intelligence we leap ahead to the existential dangers, and at the same time wonder whether there aren’t more pressing issues to discuss: healthcare, climate change, education, the economy. Well, they are pressing issues — but AI has an

Rise of the machines

‘There is a profound mismatch between the way we are educating our young and the world we’re educating them for, and what should, and could, be happening.’ So says Sir Anthony Seldon, former headmaster of Wellington College and vice-chancellor of Buckingham University. Seldon is well known for promoting novel ideas when it comes to education. During his time at Wellington he was often in the limelight for his original style of thinking, or ‘visions for education’ as he puts it; for example, his decision to introduce mindfulness into the curriculum there. Seldon isn’t just a teacher, though. He’s also a historian and a political biographer, as well as being a

The descent of man

Why do humans want to build robots? It seems, on the face of it, to be a suicidal endeavour, destroying jobs and, ultimately, rendering our species redundant as more intelligent and effective beings take over. Lacking, as we now do, an agreed metaphysical justification for human specialness — for example, the soul — it must only be a matter of time before we submit to the machine ascendancy. So far, it has been a subtle, incremental process that conceals any wider significance. Take satellite navigation. This was first introduced in the 1980s and is now more or less universal. Maps have become quaint. As a result, we walk or drive

I have seen the future, and it’s a racist, filthy-mouthed teenage robot

‘I’m a nice person,’ said the robot. ‘I just hate everybody.’ Maybe you know the feeling. The robot in question was Microsoft’s first great experiment in artificial intelligence, given the tone of a teenage girl and the name of Tay. The plan was for it — her? — to lurk on social media, Twitter mainly, and listen, and interact, learn how to be a person like everybody else. On a public-relations level, at least, the experiment did not go swimmingly. ‘Gas the kikes, race war now!’ Tay was tweeting, after about a day. Big Hitler fan, it turns out. Not so fond of anybody else. ‘Why are you racist?’ somebody

Long life | 24 September 2015

It’s hard to turn on the television nowadays without being shown a robot. It might be looking like a grasshopper doing something terribly important, such as helping a surgeon with an operation, or just be a cute little metal humanoid designed to make schoolchildren more interested in their studies. One robot I saw on TV the other day was disguised as a cuddly white seal pup that was feigning pleasure at being stroked on a woman’s lap in an old people’s home. It seemed to make her happy without biting or scratching or doing any of the other unpleasant things that live animals are prone to. Robots clearly have their

The real reason GPs are grumpy: the robots are coming for them

There’s something wrong with the relationship between patients and their GPs. I’ve spent much of this winter in my local surgery, what with one thing and another, sitting among the stoic and snivelling, drifting between different doctors. They’re pleasant, if perfunctory, but with each visit I became more sure that something fundamental is awry. The docs seem ill at ease, as if their collective nose is out of joint, and I don’t think it’s overstretching or underfunding that’s the problem. My unprofessional diagnosis is that there’s a change under way in the balance of power between patients and medics; the status of GP as unimpeachable oracle is under threat, he

The surer we are that machines can think, the less sure we’ll be about people

Having written (for a Times diary) a few sentences about consciousness in robots, I settled back to study readers’ responses in the online commentary section. They added little. I was claiming there had been no progress since Descartes and Berkeley in the classic philosophical debate about how we know ‘Other Minds’ exist; and that there never would be. A correspondent on the letters page referred me to Wittgenstein’s treatment of the subject and so I studied his remarks. I have to confess they are, to me, unintelligible. But I cannot let the matter rest. My earlier thoughts had been prompted by newspaper reports of the adventures of a talking, hitchhiking