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TechSurge: Deep Tech VC Podcast


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 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…
Central Vineyard Church Sermon Podcast
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Inhalt bereitgestellt von Central Vineyard Church. Alle Podcast-Inhalte, einschließlich Episoden, Grafiken und Podcast-Beschreibungen, werden direkt von Central Vineyard Church oder seinem Podcast-Plattformpartner hochgeladen und bereitgestellt. Wenn Sie glauben, dass jemand Ihr urheberrechtlich geschütztes Werk ohne Ihre Erlaubnis nutzt, können Sie dem hier beschriebenen Verfahren folgen https://de.player.fm/legal.
Sunday Gathering messages from Central Vineyard Church in Auckland NZ. For more information see www.centralvineyard.org
295 Episoden
Alle als (un)gespielt markieren ...
Manage series 1193170
Inhalt bereitgestellt von Central Vineyard Church. Alle Podcast-Inhalte, einschließlich Episoden, Grafiken und Podcast-Beschreibungen, werden direkt von Central Vineyard Church oder seinem Podcast-Plattformpartner hochgeladen und bereitgestellt. Wenn Sie glauben, dass jemand Ihr urheberrechtlich geschütztes Werk ohne Ihre Erlaubnis nutzt, können Sie dem hier beschriebenen Verfahren folgen https://de.player.fm/legal.
Sunday Gathering messages from Central Vineyard Church in Auckland NZ. For more information see www.centralvineyard.org
295 Episoden
همه قسمت ها
×We conclude our "Pursuing Jesus" series, focusing on discipleship as apprenticeship. Like Peter, we are invited to come, follow, and then be shown by Jesus how to live in His Kingdom. Apprenticeship is about living towards a future-orientation of who we are becoming, requires scaffolding and curiosity. It is ultimately for joining Jesus in His work of restoring all things, becoming fruitful for others and the world.…
Jesus’ invitation—“Follow me”—sounds simple, but like Peter, we often don’t realise what we’re signing up for. In this episode, we explore what it truly means to abide in Jesus, trust Him as Saviour, and walk in friendship with Him. What are you attached to? What’s shaping you? And is it producing the life you long for? Join us as we dive into John 15 and the call to a life well connected to Christ.…
Jesus invites us into His Kingdom like a host inviting guests to a great feast—abundant, joyful, and open to all. But the choice to accept is ours; excuses can keep us from the table. God won’t force us in, but His invitation remains: Come, I want you here. How will you respond?
Twelve years ago, Jesus invited us into something new, leading to the birth of Central Vineyard. For ten years, we’ve pursued Him together, learning to apprentice our lives to Him. Today, we reaffirm that calling with a fresh vision—still saying yes to His invitation. Will you come, follow Him, and let Him show you how?…
Walking in the way of Jesus isn’t just about belief—it’s about living it out with integrity and courage. Perpetua and Felicitas embodied this, stepping into the arena with joy, unity, and unwavering faith, leaving a lasting impact on those who witnessed their sacrifice. The early church prepared for moments like these through mentors, daily habits, and deep formation. Today, we face our own arenas, and the question remains: will we walk the way of Jesus? Note: Our apologies, but the final several minutes of this sermon did not record.…
Join us for "Contend” a series exploring how to practice life in the not-yet. We begin the series with Dan taking us to the teaching of Jesus about prayer and how we are to pray for God’s future.
Join us for a special occasion where on Matariki Weekend the AKL Vineyard combined together at Central Vineyard to hear from guest speaker Ted Kim.
Join us for "Living Outward” a series exploring mission. We conclude the series with David Christoffersen sharing a talk on how Michah 6:8 has been a core lens to his career, and how we can all partner with God to extend the Kingdom of God right where we are on Monday.
Join us for "Living Outward” a series exploring mission. We continue the series with Rob Wiseman sharing about his everyday life as a teacher and how this is his space - like so many of us - to be Jesus to the world in his everyday life.
Join us for "Living Outward” a series exploring mission. We continue the series with guest Alanna Chapman telling us the story of 27seconds Wine, sharing her journey of what it has looked like to turn a deeply compassionate encounter into entrepreneurship and create a wine brand that supports the work of ending sex trafficking.…
Join us for "Living Outward” a series exploring mission. We continue the series with Dan interviewing Scott Pollok about his upcoming trip to Ukraine; we hear the whole story from the early formation of compassion, to the beginning of partnership.
Join us for "Living Outward” a series exploring mission. Alisha continues the series by telling her own roller-coaster story of proximity and sharing on the example of Jesus.
Join us for "Living Outward” a series exploring mission. Dan continues the series by looking at how secular activism is trying to solve the world in secular ways, but how Pentecost reminds us we have a crucial distinction: we are people empowered by the Spirit and have been anointed in the power of love to serve the world in love.…
Join us for "Living Outward” a series exploring mission. Dan continues the series by looking at the mission of ministry, what ministry is, and how we are all called to be compassionate ministers.
Join us for "Living Outward” a series exploring mission. Dan begins by framing up the series looking at the priority of this for Central Vineyard and looking at Jesus’ commandment to be a light that shines in the darkness.
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