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1 Understanding the Elegant Math Behind Modern Machine Learning 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…
SBS News
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Inhoud geleverd door SBS Audio. Alle podcastinhoud, inclusief afleveringen, afbeeldingen en podcastbeschrijvingen, wordt rechtstreeks geüpload en geleverd door SBS Audio of hun podcastplatformpartner. Als u denkt dat iemand uw auteursrechtelijk beschermde werk zonder uw toestemming gebruikt, kunt u het hier beschreven proces https://nl.player.fm/legal volgen.
A bulletin of the day’s top stories from SBS News.
…
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701 afleveringen
Markeer allemaal (on)gespeeld ...
Manage series 2825453
Inhoud geleverd door SBS Audio. Alle podcastinhoud, inclusief afleveringen, afbeeldingen en podcastbeschrijvingen, wordt rechtstreeks geüpload en geleverd door SBS Audio of hun podcastplatformpartner. Als u denkt dat iemand uw auteursrechtelijk beschermde werk zonder uw toestemming gebruikt, kunt u het hier beschreven proces https://nl.player.fm/legal volgen.
A bulletin of the day’s top stories from SBS News.
…
continue reading
701 afleveringen
Alle afleveringen
×Residents of Lismore in northern New South Wales, have been told they can return home with caution, with authorities warning ex-Tropical Cyclone Alfred is still making an impact. People in southeast Queensland are also being warned of heavy rainfalls and widespread blackouts in the coming week.
The Western Australian Labor Party will govern the state for a third consecutive term, after a resounding defeat over the Liberals. Labor premier Roger Cook says his party has been rewarded for delivering a sensible and stable government.
The Prime Minister says the ADF personnel involved in serious road crash are heroes; more than a 1,000 people killed in two days of fighting in Syria; Carlton star Charlie Curnow ruled out of the Blues' AFL season opener against Richmond.
Queensland recovering from one of the worst power outages ever caused by a natural disaster, Labor wins a third term in WA elections; the Waratahs surge to best start since 2009 with dominant win over Force.
Increased flood risk the main concern, as ex-tropical Cyclone Alfred approaches the Australian mainland; police investigate the theft of a flag from a mosque in Western Sydney; and in the AFL, the Dockers welcome the club's newest Indigenous players with a smoking ceremony.
Millions told to stay indoors as ex-cyclone Alfred makes landfall; 17-year-old under scrutiny over airport bomb threat; James Sicily shines as Hawthorn battle past Sydney in AFL season opener.
Cyclone Alfred expected to make landfall within hours and New Zealand now providing support; teen allegedly storms plane with shotgun, claims to have bombs at Avalon Airport; Hawthorn stuns Sydney with dominant win in season opener.
In this bulletin, Cyclone Alfred expected to lose strength as it makes landfall, calls for urgent industry action after a teen was arrested trying to board a flight to Sydney. And in sport, the Matildas drop to their lowest world ranking in two decades.
In this bulletin, residents brace themselves as Cyclone Alfred gets closer to making landfall, a Lithuanian rower rescued by the Australian navy reflects on the experience. And in athletics, Australian teenager sprint sensation Gout Gout's next sporting challenge.
Residents on high alert ahead of Cylone Alfred making landfall; Donald Trump delays most tariffs on Mexico; and in sport, Australia's tennis great Fred Stolle has died at age 86.
Cyclone Alfred's delay to prolong torrential rain; New racism register report highlights stereotypes confronting First Nations peoples; And in sport, Liverpool strike a lucky late goal to win first leg of Champions league clash.
A national disaster response plan activated ahead of Cyclone Alfred's arrival; President Trump issues a 'last warning' to Hamas; And in sport, a newly formed women's football club calls out inequality in the sport.
The United States says it has paused intelligence sharing with Ukraine... residents prepare for the worst ahead of Cyclone Alfred's arrival... and New Zealand beats South Africa to make the final of the Champions Trophy
The PM speaks in Brisbane as Cyclone Alfred approaches Queensland; President Trump heckled and cheered in first Congress address; And in sport, Broncos' CEO returns to Brisbane as cyclone approaches.
Northern New South Wales residents hoping for the best but preparing for the worst of Cyclone Alfred; The UN hails a new proposal for Gaza's reconstruction; And in sport, Football Australia defends delays on a promised security taskforce.
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