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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 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…
Midday News Bulletin 31 January 2025
Manage episode 464097268 series 2848562
المحتوى المقدم من SBS Audio. يتم تحميل جميع محتويات البودكاست بما في ذلك الحلقات والرسومات وأوصاف البودكاست وتقديمها مباشرة بواسطة SBS Audio أو شريك منصة البودكاست الخاص بهم. إذا كنت تعتقد أن شخصًا ما يستخدم عملك المحمي بحقوق الطبع والنشر دون إذنك، فيمكنك اتباع العملية الموضحة هنا https://ar.player.fm/legal.
In this bulletin, the government defends its record on combating antisemitism in Australia, Donald Trump blames a deadly US plane crash on diversity initiatives. And in sport, Tottenham makes the Europa League final 16 as coach Ange Postecoglou remains defiant.
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618 حلقات
Manage episode 464097268 series 2848562
المحتوى المقدم من SBS Audio. يتم تحميل جميع محتويات البودكاست بما في ذلك الحلقات والرسومات وأوصاف البودكاست وتقديمها مباشرة بواسطة SBS Audio أو شريك منصة البودكاست الخاص بهم. إذا كنت تعتقد أن شخصًا ما يستخدم عملك المحمي بحقوق الطبع والنشر دون إذنك، فيمكنك اتباع العملية الموضحة هنا https://ar.player.fm/legal.
In this bulletin, the government defends its record on combating antisemitism in Australia, Donald Trump blames a deadly US plane crash on diversity initiatives. And in sport, Tottenham makes the Europa League final 16 as coach Ange Postecoglou remains defiant.
…
continue reading
618 حلقات
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×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.

1 Australians prepare for Tropical Cyclone Alfred | Morning News Bulletin 6 March 2025 7:01
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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.

1 Mosque alleged threat: teen arrested | Morning News Bulletin 5 March 2025 5:18
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A teenager arrested over alleged threats to a mosque in western Sydney; Ukraine's President says he's ready to make a deal on minerals with the US President; Australia eliminated from the Champions Trophy, as India books a spot in the final.
Donald Trump's 25 per cent tariffs on Canada and Mexico take effect; Queensland residents hunker down or plan to evacuate ahead of impending cyclone; And in sport, AFL season launch postponed amid cyclone warnings.
Residents urged not to panic buy, as preparations continue ahead of Cyclone Alfred's arrival; A multi-billion funding boost for public schools in New South Wales; And in golf, the Women’s PGA Championship cancelled due to Cyclone Alfred.

1 Gender pay gap won't go away | Morning News Bulletin 4 March 2025 5:10
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The size of the gender gap in Australia revealed; Donald Trump criticises Volodymyr Zelenskyy for saying the end of the war with Russia is "very, very far away"; in cricket, Australia anticipating a tough contest against India in the Champions Trophy semifinals.
Peter Dutton "disappointed" in Donald Trump's White House clash; Paul Tazewell becomes the first black man to win an Oscar for Costume Design; And in sport, AFL season opener looks set to proceed despite wild weather.
A rower rescued off the Queensland coast after he was caught in cyclonic conditions; The Oscars get underway in Hollywood; And in sport, Australia to face India in the first semifinal of the Champions Trophy.

1 European leaders unite to discuss peace for Ukraine | Morning News Bulletin 3 March 2025 5:23
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European leaders meet in London to discuss plans to end the war in Ukraine; residents in Queensland warned to prepare for Tropical Cyclone Alfred; and in sport, the Asian Football Confederation congratulates Australia on winning their first Under-20 Asian Cup title.
A New South Wales prison returns to public hands; Authorities search for a missing Lithuanian rower off the Queensland coast; And in golf, an Australian rookie six shots from the lead in the PGA Tour.
The UK signs a $4.57 billion loan agreement to bolster Ukrainian defence capabilities; Israel says it will adopt a US proposal for a temporary ceasefire in Gaza for the Ramadan and Passover periods; and in football, the Young Socceroos win the Under-20 Asian Cup for the first time in its 66-year history.…
Sir Keir Starmer says Ukraine has Britain's full backing as US support hangs in the balance; Labor vows to open an extra 50 bulk billing urgent care clinics by mid-2026; in AFL, a call for action to address a series of injuries during games this pre-season.
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