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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…
A golden age: Trump lays out the next four years at his inauguration
Manage episode 462190885 series 2505245
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.
Donald Trump has used his inauguration address as 47th President of the United States to flag his administration's agenda for the coming four years. The returning leader says he is committed to a wide range of policy reforms, including leaving the Paris Climate Accord, establishing an External Revenue Service, and officially recognising only two genders.
…
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2156 حلقات
Manage episode 462190885 series 2505245
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.
Donald Trump has used his inauguration address as 47th President of the United States to flag his administration's agenda for the coming four years. The returning leader says he is committed to a wide range of policy reforms, including leaving the Paris Climate Accord, establishing an External Revenue Service, and officially recognising only two genders.
…
continue reading
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1 Financial inequality in Australia at its greatest since 2001 4:52
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Australia's financial inequality is at its highest rate since 2001. This is according to the latest report into annual Household, Income and Labour Dynamics in Australia - the HILDA report. Single parents are found to be the most affected due to the increase of childcare costs, while the gender gap in unpaid work widens.…

1 Tropical Cyclone Alfred costs & oil at a 3-year low 11:42
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SBS Finance Editor Ricardo Gonçalves speaks with Craig Bennett from S&P Gobal Ratings to find out how Australian insurers are placed as TC Alfred prepares to make landfall; plus the day on the sharemarket with Elizabeth Tian from Citi.

1 Back into the golden age or the most divisive ever: reactions to Trump's speech are polarised 7:34
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Donald Trump's marathon speech to the US Congress at the start of his second term unveiled his sweeping conservative vision for America. Reaction to it has largely followed political lines, with Republicans hailing his remarks, and Democrats saying he has overstepped his constitutional authority and is causing widespread harm with his changes. And few in the international community are happy either.…

1 Trump warns Hamas this is their last chance to leave Gaza 5:46
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US President Donald Trump is again threatening Hamas with obliteration if it doesn't return all Israeli hostages in Gaza - dead or alive. But Mr Trump's Special Envoy continues to negotiate directly with Hamas, in contradiction to decades of previous US policy.

1 US 'takes a step back' and pauses relationship with Ukraine 6:05
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The US has paused intelligence-sharing with Ukraine, potentially undermining Kyiv's ability to target Russian forces. Despite this, diplomatic talks between Washington and Kyiv continue, with hopes of restoring relations. US National Security Adviser Mike Waltz indicated positive progress, while EU leaders discuss increasing defence spending and supporting Ukraine.…

1 NAB's Alan Oster reflects on 32 years as Chief Economist & GDP per capita recession ends 16:05
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SBS Finance Editor Ricardo Gonçalves speaks with NAB Chief Economist Alan Oster about the latest Australian economic growth report as he refects on his 32 years as Chief Economist at the bank and offers his advice for young students, plus the day on the sharemarket with Ben Richards from Seneca Financial Solutions.…

1 Teen charged over alleged 'Christchurch' threat to Sydney mosque 3:45
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A 16 year-old boy has been charged over an alleged threat made towards a south Sydney mosque on social media. The comments, directed at the Australian Islamic House mosque in the city's southwest, have been widely condemned as hateful and Islamophobic.

1 Zelenskyy 'regrets' volatile meeting with Trump 6:28
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Ukrainian President Volodymyr Zelenskyy has expressed regret over his tense meeting with Donald Trump, reaffirming his commitment to US leadership in pursuing peace. Following President Trump's decision to freeze military aid, President Zelenskyy has instructed his officials to seek clarity from the Trump administration, while also signalling Ukraine is still ready to sign a security and rare-earth minerals deal.…

1 Nuclear or renewables: where does Australia's energy future lie? 5:19
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Soaring power bills have forced both major parties to take Australia’s energy transition head on, offering two vastly different solutions to driving down prices and achieving net zero. The Coalition is proposing adding nuclear to the mix, including building two reactors in regional Queensland. SBS travelled to regional Queensland to see how the Coalition’s pitch is being received.…

1 Arab voices unite to adopt an alternative plan to 'Trump Gaza' 6:14
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Arab leaders have come together in a rare display of unity, unanimously adopting a plan for Gaza's reconstruction - without the displacement of Palestinians. It is a counterproposal to US President Donald Trump's call for the Gaza Strip to be depopulated and transformed into a beach destination.

1 Australian defence forces could support peacekeeping in Ukraine, says Albanese 3:25
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Prime Minister Anthony Albanese says a Labor government would consider sending troops to Ukraine if Australia's support is requested. It comes as both sides of politics express their continued support for Ukraine despite its declining relationship with the US.
The gender pay gap continues to narrow - but slowly, with women on average earning 78 cents for every dollar a man makes. That's a difference of about $28,500 per year, but it's worse in some industries.

1 US import tariffs smash markets & RBA's rate warning 15:47
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SBS Finance Editor Ricardo Gonçalves discusses the implications for investments and Australia, plus why the RBA says it can't committ to further interest rate cuts with Alex Joiner from IFM Investors and James Whelan from Barclay Pearce.
Donald Trump has ordered a pause on United States military aid to Ukraine, accusing the Ukrainian president of prolonging the war to gain continued Western support. European leaders are advocating for a ceasefire and renewed diplomacy, while Russia says any military aid given to Ukraine will only extend the conflict. Meanwhile, concerns grow over the shifting US-Russia relationship and its impact on the war’s trajectory.…

1 Cyclone Alfred approaches Queensland, northern New South Wales 5:23
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A cyclone is heading for a densely populated part of Australia's coast for the first time in 50 years. Tropical Cyclone Alfred is expected to U-turn towards southeast Queensland, before crossing the coast later in the week. Authorities are warning a significant disaster event is looming.
مرحبًا بك في مشغل أف ام!
يقوم برنامج مشغل أف أم بمسح الويب للحصول على بودكاست عالية الجودة لتستمتع بها الآن. إنه أفضل تطبيق بودكاست ويعمل على أجهزة اندرويد والأيفون والويب. قم بالتسجيل لمزامنة الاشتراكات عبر الأجهزة.