Chat GPT, Gemini etc are most people's idea of artificial intelligence. But are the limitations of the large language models (LLMs) that underpin them an obstacle to achieving Ai that understand the world beyond what its learnt from the internet. That's increasingly the opinion of leading researchers who despite the industries fixation with LLMs are voting with their feet and setting up their own research labs to look at other ways to achieve Ai.

Aleks and Kevin talk with Michael Woolridge, Professor of the Foundations of Artificial Intelligence at the University of Oxford to understand why he thinks LLMs are a hack, before speaking with long time tech innovator Jeff Hawkins about his why his 1000 brains Ai project could produce models that actually understand the world much more like we do.

Presenters: Aleks Krotoski and Kevin Fong

Aleks and Kevin look at how Ai chatbots and summaries might kill the web as we know it. When people get all the answers they want from their AI, can the sites they've scraped for content survive if no one visits them? Sajeeda Merali of the professional publishers association discusses the challenges her members face. And the original disruptor of spreading information, Wikipedia founder Jimmy Wales, talks about the reliance of Ai on the work of his legions of volunteer 'wikipedians' and why attribution is such an issue.

Presenters: Aleks Krotoski and Kevin Fong

In the final instalment of our AI Bubble mini-series, Aleks and Kevin take a look at what it would mean if the AI bubble were to burst - not just for the industry, but for the future of AI itself.

They’re joined by Adrian Lepers, Head of Monetization Operations and Strategy at Hugging Face. Sitting right at the centre of the open-source AI ecosystem, Adrian shares how Hugging Face sees its role in the market and how the industry could evolve from here.

Also on the programme is Gary Marcus - cognitive scientist, psychologist, author, and one of the earliest voices warning that the AI boom could be heading for a crash. With the landscape shifting fast, Gary gives his take on what might come next and where he thinks the AI industry is headed.

Presenters: Aleks Krotoski and Kevin Fong

In part two of their exploration of the economics of Ai Aleks and Kevin ask, what are the consequences of the anticipated financial bubble bursting, and would a crash stop there?

There's massive uncertainty over whether the Ai industry can make enough money to warrant the astronomical sums being invested, making 2026 a make-or-break year for the sector in the eyes of many experts. We're joined by Dame Diane Coyle economist at the University of Cambridge to look at how far the blast radius of an Ai crash might reach. Nathanael Benjamin from the Bank of England will explain why they issue a warning over inflated Ai business valuations and explain what the bank are doing to protect the economy from any shocks. And Jerry Kaplan Silicon valley insider and expert on the social and economic impact of Ai shares his experience of booms and busts in the technology industry and his thoughts on who might be left standing should the wheels come off the Ai financial band wagon.

Presenters: Aleks Krotoski and Kevin Fong

Aleks and Kevin explore the biggest story in the Ai business. Markets are growing sceptical that the eye-watering sums being invested in Ai will show a return and comparisons with the dot-com crash are being widely made - so is the Ai bubble about to burst?

Over the next three episodes we'll explore the Ai business landscape, look at the evidence for a bubble and consider the consequences of a 'major correction' to the valuation of the big players.

Presenters: Aleks Krotoski and Kevin Fong

Aleks and Kevin explore the world of Ai agents, artificial intelligence that can go out and act in the world on your behalf. And with festive season only weeks away, what they really want to know is could it do your Christmas shopping for you?

They hear from Peter Cross, ex-customer experience director at John Lewis and Waitrose, and author of Start with the Consumer, about whether an Ai could ever be your personal shopper before finding out from human-computer interaction researcher Professor Tamilla Triantoro about how far off these technologies are and will they ready before we have to brave the high street in that last minute Christmas dash.

Presenters: Aleks Krotoski & Kevin Fong

Aleks & Kevin explore how people turned to Ai to solve Charlie Kirk's murder, enhancing grainy CCTV pictures or asking chatbots to help them investigate, but did it help or hinder?

They're joined by Lauren Fichten and Julia Ingram from US broadcaster CBS; they watched in real time as the Ai generated content began to trickle in after the shooting finally reaching a frenzy of activity. They then turn to deep fake and misinformation expert Henry Ajder to understand the motivations of those so desperate for information after such events that they turn to Ai to fill in the blanks.

Presenters: Aleks Krotoski & Kevin Fong

A report by the National Centre for Social research show that political orientation shapes attitudes toward AI technologies and their regulation. With people on the right more open to Ai while those on left are more sceptical. Aleks Krotoski and Kevin Fong explore why that might be the case and whether it has implications for how quickly people adopt Ai tools.

They speak to Helen Margetts from the Oxford Internet Institute about the research and what it tells us, before exploring with Thomas Ferretti from Greenwich university what it is about is about these political ideologies that might lead people to feel that way. Finally, we hear from Jillian Fisher at University of Washington about why creating a politically neutral Ai is impossible.

Presenters: Aleks Krotoski and Kevin Fong

According to the Harvard Business Review companionship has become the number one use case for generative Ai. But what if the model gets updated and the Ai chum you've been confiding in and sharing your life with disappears? Who picks up the pieces and do the creators of these technologies be more careful?

Aleks Krotoski and Kevin Fong explore the latest and most high-profile incident of this when Open Ai replaced GPT 4o with GPT 5. At a stroke, all personas that users had shaped their use and careful prompting got wiped causing a wave of emotion from ranging from irritation at the lack forewarning to genuine distress of people denied the opportunity to prepare and say goodbye.

They'll hear from Casey Fiesler, Professor in the Department of Information Science at the University of Colorado Boulder about how this all went down and whether Open Ai could or should have done things differently. They also be joined by Alan Cowen from Hume Ai about how you can create highly personable Ai responsibly.

Presenters: Aleks Krotoski and Kevin Fong

For years disabled and marginalised communities have fought for representation in what we see in the media. Aleks and Kevin find out if AI risks undoing all those hard-won victories.

Presenters: Aleks Krotoski & Kevin Fong