The podcast explores biases in AI and smart speakers, using the example of incorrect information about sports events. They discuss AI's role in drug and vaccine discovery, as well as meeting Wikipedia's top editors. They also discuss the consequences of biased algorithms and the importance of adequate training data. The podcast explores how AI can revolutionize vaccine development by analyzing trillions of combinations. They also discuss Sense City's augmented reality telescope and the benefits of using technology to enhance visitor experiences at heritage sites.
AI algorithms can exhibit biases due to a lack of training data, leading to incorrect or incomplete information.
AI has the potential to revolutionize drug discovery by analyzing large datasets, speeding up the process and reducing costs.
Deep dives
AI Bias in Smart Assistants
The podcast discusses the issue of bias in AI algorithms, specifically focusing on the case of Amazon's Echo device. When asked about the Women's Football World Cup, the AI only provided information about the men's game, indicating a lack of training data for women's football. The conversation highlights how AI algorithms are only as intelligent as the data they are trained on and emphasizes the need for transparency, scrutiny, and accountability in the development of AI systems.
AI and Revolutionizing Drug Discovery
The episode explores the potential of AI technology in revolutionizing the process of drug discovery. By analyzing vast amounts of data and identifying promising starting points for drugs or vaccines, AI can significantly speed up the drug development process and reduce costs. The conversation also addresses the challenges of accessing and using healthcare data for AI training and highlights the need for greater transparency and collaboration in the healthcare and AI industries.
Augmented Reality Telescopes and Enhancing Heritage Sites
The podcast features a startup called Sense City that is developing augmented reality telescopes to bring historical sites to life. These telescopes provide visitors with immersive experiences by overlaying 3D animations and sounds onto real-world views. The discussion emphasizes the potential of this technology to enhance the visitor experience at heritage sites worldwide, while also addressing the challenges of data connectivity and access to healthcare data for AI training.
Have you ever turned to a smart assistant on your phone or a speaker to catch up on the progress of a big sports match? During the Women's Football World Cup one popular device failed to recognise the women's semi-final as a football match. We explore why, and other biases that exist in AI. We also answer another listener question to explore AI in drug and vaccine discovery, and meet the people in Malaysia and Japan who are among Wikipedia’s top editors.
(Photo by Cameron Spencer/Getty Images: Goal picture from the World Cup semi-final match between Australia and England at Stadium Australia on August 16, 2023)
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