Dónal and Ciarán discuss some of the concerns about misinformation and disinformation that have emerged with the rise of impressively capable GenAI models, and provide some detail on what their effects might be. They discuss the calls for regulation and how this has begun to take shape in the EU, Ireland, and elsewhere.Topics in this episodeWhat are the implications for misinformation inherent in the current and emerging GenAI models?Why have there been calls to pause development, and why did this not lead anywhere?How have the various language, image, audio, and video models already been used for problematic content?Is social media ready for the onslaught to come?Can we regulate AI to combat this and how is that beginning?Why should we be critical of offers to self-regulate from the tech companies?What's the EU AI Act? And why is Ireland using the word "doomsayers" in policy documents about AI?Resources & LinksThe EU's AI Act: https://artificialintelligenceact.eu/Some of ISD's work on AI & Misinformation: https://www.isdglobal.org/digital_dispatches/disconnected-from-reality-american-voters-grapple-with-ai-and-flawed-osint-strategies/More on the Slovak Deepfake case discussed by Ciarán: https://misinforeview.hks.harvard.edu/article/beyond-the-deepfake-hype-ai-democracy-and-the-slovak-case/GenAI & ISIS: https://gnet-research.org/2024/02/05/ai-caliphate-pro-islamic-state-propaganda-and-generative-ai/?The Irish Government's "Friend or Foe" Report: https://www.gov.ie/en/publication/6538e-artificial-intelligence-friend-or-foe/You can get in touch with us - [email protected] - where we'd love to hear your questions, comments or suggestions!
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04 Digesting The Data
Dónal and Ciarán discuss the vast ocean of data that Large Language Models (LLMs) depend on for their training, covering some of the issues of access to that data and the biases reflected within it. This episode should help you better understand some aspects of the AI training process.Topics in this episodeWhat data is being used to train models like ChatGPT?What are "supervised" or "unsupervised" machine learning methods?How have the owners of copyright data, like news organisations, reacted to the use of their text?What issues of bias arise in training models based on existing text?What happens when AI models train on AI output?How do we morally and ethically align the actions of AI models, as part of their training?You can get in touch with us - [email protected] - where we'd love to hear your questions, comments or suggestions!
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03 Meet The Models
Dónal and Ciarán talk you through everything that's emerged since capable Large Language Models entered the chat a few years ago - up to late 2024, at least! This episode covers the companies, models, and tools that have become central to contemporary GenAI, and will broaden your understanding of where things are beyond ChatGPT.Topics in this episodeWhat are Transformer models and why are these significant?How did OpenAI come to dominate this space?Who are the other organisations to know and what other GenAI models should you be aware of?You can get in touch with us - [email protected] - where we'd love to hear your questions, comments or suggestions!
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02 Long Time Coming
Dónal and Ciarán go back, back, back to see how the long history of computing machines connects to the AI revolution we're in now.Topics in this episodeHow far back does the history of humans building machines to aid our thinking go?Why are French weaving machines and alcoholic poet's daughters involved?How does the history of computing go through County Cork in the 1800s?Who are Turning and Shannon, and why do workplace disagreements leading to new companies fracturing off seem to be a repeating theme?What are the key developments in the evolution of computing that allow us to build AI systems now?Links & ResourcesThe Antikythera Mechanism (Wikipedia)Information about George Boole's time in Cork (UCC Website)Crash Course video on Boolean Logic (YouTube)An image of "The Mechanical Turk" (WikiMedia Commons)Tom Standage's (2002) The Turk: The Life and Times of the Famous Eighteenth-Century Chess-Playing Machine Information about and images of the Jacquard Loom (Science & Industry Museum)The portrait of J.M. Jacquard, woven in silk by his loom, which took 24,000 punch cards to program (WikiMedia Commons)Photograph of a young Claude Shannon, juggling on a unicycle (Ray Soni, Photo courtesy of the Shannon family)Ray Cavanaugh's (2016) article Claude Shannon: The Juggling Unicyclist Who Pedaled Us Into the Digital Age (Time Magazine)You can get in touch with us - [email protected] - where we'd love to hear your questions, comments or suggestions!
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01 Let's Get Started
Dónal and Ciarán start the series with some explainers that should help you sound much more knowledgeable discussing the state of contemporary AI at your next dinner party.Topics in this episodeWhat is AI? Why has it seemed to appear so recently and become so important?What's the difference between AI and GenAI?What is ChatGPT and how do models like it work?What are the other important AI tools to be aware of?What does this technology hold for the future of science and society?Are we all doomed?Links & ResourcesDario Amodei's Essay, Machines of Loving Grace You can get in touch with us - [email protected] - where we'd love to hear your questions, comments or suggestions!
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