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TechSurge: Deep Tech VC Podcast


1 Understanding the Elegant Math Behind Modern Machine Learning 1:14:43
1:14:43
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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 mathematical concepts that power 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…
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Manage episode 461372912 series 2282069
Вміст надано RTÉ and RTÉ Radio 1. Весь вміст подкастів, включаючи епізоди, графіку та описи подкастів, завантажується та надається безпосередньо компанією RTÉ and RTÉ Radio 1 або його партнером по платформі подкастів. Якщо ви вважаєте, що хтось використовує ваш захищений авторським правом твір без вашого дозволу, ви можете виконати процедуру, описану тут https://uk.player.fm/legal.
Canada will soon have a new Prime Minister after the resignation of Justin Trudeau. A number of Nordic countries have begun creating domestic contingency plans in case of war, and in Italy authorities in Rome have drawn up plans to charge a fee for visiting the Trevi Fountain.
…
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98 епізодів
Manage episode 461372912 series 2282069
Вміст надано RTÉ and RTÉ Radio 1. Весь вміст подкастів, включаючи епізоди, графіку та описи подкастів, завантажується та надається безпосередньо компанією RTÉ and RTÉ Radio 1 або його партнером по платформі подкастів. Якщо ви вважаєте, що хтось використовує ваш захищений авторським правом твір без вашого дозволу, ви можете виконати процедуру, описану тут https://uk.player.fm/legal.
Canada will soon have a new Prime Minister after the resignation of Justin Trudeau. A number of Nordic countries have begun creating domestic contingency plans in case of war, and in Italy authorities in Rome have drawn up plans to charge a fee for visiting the Trevi Fountain.
…
continue reading
98 епізодів
Усі епізоди
×Canadians have reacted strongly to the threat by Donald Trump of tariffs against Canada. In the Democratic Republic of Congo the UN has warned of a risk of a full scale regional war as rebels and Rwandan forces continue to take territory, and in Turkey there is hope of an end to the 40 year rebellion by Kurdish militants…
Syrian prisons used during the al Assad regime are being revisited by former detainees trying to process the cruel treatment they suffered there. In India the worlds largest religious festival is winding down in the city of Prayagraj, and in Denmark mink farming returns to the country after millions of animals were culled during the Covid pandemic.…
In Tunisia human rights abuses have prompted a review of EU funding. In Australia it has been another exhausting week for firefighters battling wildfires in the state of Tasmania and in France wine producers are raising concerns about tariffs, climate change and lower consumption amoung young people.…
In Togo, 14 people, including an Irish citizen, accused of taking part in demonstrations against the Togolese regime are sentenced to ten years in prison. In the UK a plan to phase out diesel/ petrol vehicles by 2030 has raised alarm in the automotive industry, and Nigeria's government increases telecommunications tariffs on calls and data to 50%.…
The killing of an eight-year-old girl in Turkey last year became a national scandal, but her family members' trial, who were responsible, has disappointed many. India is refusing to comply with Bangladesh's request to extradite former Prime Minister Sheik Hasina. The German city of Chemnitz is celebrating as it becomes European Capital of Culture.…
Indigenous communities in Honduras are coping with intense storms and hurricanes due to deforestation and climate change. In Denmark discussions are to take place with Donald Trump over the future of the Arctic region, and in Italy a priest in Bari could face manslaughter charges over the death of a newborn baby left at his church in early January.…
Relations between Ukraine and Slovakia have deteriorated sharply in recent weeks, in a dispute over supplies of Russian gas to Central Europe. Along the Mexico-US border - migrant shelters are preparing for mass deportations ahead of the inauguration of Donald Trump and in Australia a federal inquiry is examining the closure of live music venues.…
Canada will soon have a new Prime Minister after the resignation of Justin Trudeau. A number of Nordic countries have begun creating domestic contingency plans in case of war, and in Italy authorities in Rome have drawn up plans to charge a fee for visiting the Trevi Fountain.
Donald Trump's idea of buying Greenland has stirred up questions on geopolitics, sovereignty, & the island’s future. In Argentina, President Javier Milei has brought radical change: slashing state spending by a third, and removing vital subsidies for energy costs, transport and groceries. In Mexico, researchers are trying to save rare salamanders.…
Deadly turf wars and drive-by shootings linked to the drugs trade are spreading in France. In India an 81-year-old bridge is in the news because the Indian government has roped in the same British firm for maintenance which had designed it, and in Australia 94,000 Irish born people will be hoping for sunshine and clear skies for the festive season.…
A recent attack on a military base in Chad, which resulted in the deaths of 40 soldiers, has been blamed on Boko Haram. In Estonia the government is moving to restrict non-citizens from voting in local elections. In Tenerife holidaymakers are being encouraged to look beyond the beaches… to visit the volcanic landscapes and UNESCO heritage sites.…
As the 13 year old civil war in Syria flares up again, what role is Turkey playing and what are the interests of the country's president Recep Tayyip Erdogan? In Canada there is concern over the threat by Donald Trump to impose tariffs from goods crossing the border. In France birth rates have fallen to levels last seen at the end of WWII.…
Over 1.2 million displaced Lebanese began to return home after a ceasfire was announced between Israel and Hezbollah. In Mexico the country's new president Claudia Sheinbaum faces a battle to contain cartel violence, and in Thailand, animal welfare groups want greater protections for the Asian elephant.…
The air pollution crisis has escalated across South Asia, with both India and Pakistan grappling with alarming levels of smog. In Norway a strict minimum wage is to be enforced to limit social media use. In the Czech Republic one of the world’s oldest airlines made its final flight, bringing to a close just over 100 years of aviation history.…
Climate change is believed to be changing the way wildfires in California are spreading. In Ukraine there are concerns over the election of Donald Trump as US President and in Italy scientists believe over 2,000 people who died when the ancient city of Pompeii was destroyed by the eruption of Mount Vesuvius in 79 A.D may have been misidentified.…
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