Every day, we read something new about Artificial Intelligence - it'll take our jobs, it'll teach our kids, it knows more about us than we do ourselves... but how much of that is hype, and how much is, or will be reality? Part of our problem with AI is that it feels impenetrable and mysterious, especially when even those building it aren't entirely sure how it works. In a new series, Aleks Krotoski (The Digital Human, Radio 4) and Kevin Fong (13 Minutes to the Moon, BBC World Service) set out to 'solve' AI. Or at the very least, to answer our questions on all things artificial intelligence-related. These are the questions that really matter to us - is AI smarter than me? Could AI make me money? Will AI save my life or make me its slave? These questions predate the current frenzy created by the likes of Chat GPT, BARD and LlaMA. They've been in our collective psyche ever since the very first thinking machines. Now these fears and excitement are a reality. This series arrives at a critical moment.
Every day, we read something new about Artificial Intelligence - it'll take our jobs, it'll teach our kids, it knows more about us than we do ourselves... but how much of that is hype, and how much is, or will be reality? Part of our problem with AI is that it feels impenetrable and mysterious, especially when even those building it aren't entirely sure how it works. In a new series, Aleks Krotoski (The Digital Human, Radio 4) and Kevin Fong (13 Minutes to the Moon, BBC World Service) set out to 'solve' AI. Or at the very least, to answer our questions on all things artificial intelligence-related. These are the questions that really matter to us - is AI smarter than me? Could AI make me money? Will AI save my life or make me its slave? These questions predate the current frenzy created by the likes of Chat GPT, BARD and LlaMA. They've been in our collective psyche ever since the very first thinking machines. Now these fears and excitement are a reality. This series arrives at a critical moment.
Listener Gordon is worried that as AI content spreads across the web there'll be proportionally less and less human content for the AI’s to be trained on with the result their output will just get blander and blander.
He’s right to be worried, Aleks and Kevin explore the phenomena of ‘model collapse’ the inevitable breakdown of an AI to give useful results if its training data is already AI produced. Speaking to NYU data scientist Professor Julia Kempe the pair discover that training on AI generated data also means a brick wall in terms of improving AI performance.
There is hop however according to Shayne Longpre of the Data Provenance Initiative the answer is to put humans back in the loop to curate the data for the AI’s and teaching them what’s good data from bad.
Presenters: Aleks Krotoski & Kevin Fong Producer: Peter McManus The Artificial Human is a BBC Audio Scotland production for Radio 4