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Artificial intelligence is evolving at an unprecedented pace—what does that mean for the future of technology, venture capital, business, and even our understanding of ourselves? Award-winning journalist and writer Anil Ananthaswamy joins us for our latest episode to discuss his latest book Why Machines Learn: The Elegant Math Behind Modern AI . Anil helps us explore the journey and many breakthroughs that have propelled machine learning from simple perceptrons to the sophisticated algorithms shaping today’s AI revolution, powering GPT and other models. The discussion aims to demystify some of the underlying math that powers modern machine learning to help everyone grasp this technology impacting our lives, even if your last math class was in high school. Anil walks us through the power of scaling laws, the shift from training to inference optimization, and the debate among AI’s pioneers about the road to AGI—should we be concerned, or are we still missing key pieces of the puzzle? The conversation also delves into AI’s philosophical implications—could understanding how machines learn help us better understand ourselves? And what challenges remain before AI systems can truly operate with agency? If you enjoy this episode, please subscribe and leave us a review on your favorite podcast platform. Sign up for our newsletter at techsurgepodcast.com for exclusive insights and updates on upcoming TechSurge Live Summits. Links: Read Why Machines Learn, Anil’s latest book on the math behind AI https://www.amazon.com/Why-Machines-Learn-Elegant-Behind/dp/0593185749 Learn more about Anil Ananthaswamy’s work and writing https://anilananthaswamy.com/ Watch Anil Ananthaswamy’s TED Talk on AI and intelligence https://www.ted.com/speakers/anil_ananthaswamy Discover the MIT Knight Science Journalism Fellowship that shaped Anil’s AI research https://ksj.mit.edu/ Understand the Perceptron, the foundation of neural networks https://en.wikipedia.org/wiki/Perceptron Read about the Perceptron Convergence Theorem and its significance https://www.nature.com/articles/323533a0…
Kurt Fearnley and Sarah Shands talk with people with disability about what their lives are really like. The challenges, the discrimination, the triumphs — and everything in between.
Kurt Fearnley and Sarah Shands talk with people with disability about what their lives are really like. The challenges, the discrimination, the triumphs — and everything in between.
While Australia and the world has opened back up, there are thousands of Australians still isolating at home. Why? Because catching COVID could mean death. In this episode of Let Us In! we look at what can be done to make Australia safer for people with disability and chronic health conditions.Kurt Fearnley is a proud person with a disability and Sarah Shands is a mum of a child with a disability. Together they talk with people with disability and some key decision-makers about what life is really like and what we're doing to fix any issues. The challenges, the discrimination, the triumphs — and everything in between.…
Australia has long held a policy of segregating people with disability. In this episode we look at how this happens today and talk about why disability pride matters.Kurt Fearnley is a proud person with a disability and Sarah Shands is a mum of a child with a disability. Together they talk with people with disability and some key decision-makers about what life is really like and what we're doing to fix any issues. The challenges, the discrimination, the triumphs — and everything in between.…
COVID closed off air travel for most Australians but you could argue that for people with disability, it's never really been open. From wheelchair user limits, to inconsistent policies and inaccessible public transport, the disability community is increasingly isolated and unable to participate in society. We explore how people with disability feel about flying and some of the ways airlines discriminate against people with disability.Kurt Fearnley is a proud person with a disability and Sarah Shands is a mum of a child with a disability. Together they talk with people with disability and some key decision-makers about what life is really like and what we're doing to fix any issues. The challenges, the discrimination, the triumphs — and everything in between.…
The unemployment rate of Australians with a disability has been unchanged for about 30 years, sitting at around 10%. And nearly half of Australians with a disability live below the poverty line. Why aren't we seeing progress? This episode will look at why Australians don't think people with disabilities should be given the same opportunities to work.Kurt Fearnley is a proud person with a disability and Sarah Shands is a mum of a child with a disability. Together they talk with people with disability and some key decision-makers about what life is really like and what we're doing to fix any issues. The challenges, the discrimination, the triumphs — and everything in between.…
Parliament Square. Sounds like it should be accessible to all in a modern democracy, right? In 2016, David Cawthorne challenged that the planned redevelopment of Hobart's Parliament Square didn't meet that basic test. The developer says they meet their requirements under the law. The disability community says they do not. This battle made it all the way to the High Court of Australia. Kurt Fearnley is a proud person with a disability and Sarah Shands is a mum of a child with a disability. Together they talk with people with disability and some key decision-makers about what life is really like and what we're doing to fix any issues. The challenges, the discrimination, the triumphs — and everything in between.…
In July 2008, Australia ratified the United Nations Convention on the Rights of Persons with Disabilities. When it comes to housing, the convention states all people should be able "to choose their residence and where and with whom they live on an equal basis with others, and not be obliged to live in particular living arrangements". So is Australia living up to its responsibility?Kurt Fearnley is a proud person with a disability and Sarah Shands is a mum of a child with a disability. Together they talk with people with disability and some key decision-makers about what life is really like and what we're doing to fix any issues. The challenges, the discrimination, the triumphs — and everything in between.…
Education for children with disability is a divisive issue. Every parent wants what is best for their child. But what is best? Inclusive mainstream education or special schools? Or something in between? We take a look at one of the last bastions of segregation in Australia and why it still exists today.Kurt Fearnley is a proud person with a disability and Sarah Shands is a mum of a child with a disability. Together they talk with people with disability and some key decision-makers about what life is really like and what we're doing to fix any issues. The challenges, the discrimination, the triumphs — and everything in between.…
What's life like living with a disability in Australia? How do we measure up as an inclusive society? Kurt Fearnley is a proud person with a disability and Sarah Shands is a mum of a child with a disability. Together they talk with people with disability and some key decision-makers about what life is really like and what we're doing to fix any issues. The challenges, the discrimination, the triumphs — and everything in between.…
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