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TechSurge: Deep Tech VC Podcast
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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 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…
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Manage episode 199999195 series 1100614
Contenido proporcionado por Vox Veniae. Todo el contenido del podcast, incluidos episodios, gráficos y descripciones de podcast, lo carga y proporciona directamente Vox Veniae o su socio de plataforma de podcast. Si cree que alguien está utilizando su trabajo protegido por derechos de autor sin su permiso, puede seguir el proceso descrito aquí https://es.player.fm/legal.
Gideon discusses how examination needs to be an active part of our lives. What does it mean to “examine our hearts”? Genesis 22:1-3.
113 episodios
Manage episode 199999195 series 1100614
Contenido proporcionado por Vox Veniae. Todo el contenido del podcast, incluidos episodios, gráficos y descripciones de podcast, lo carga y proporciona directamente Vox Veniae o su socio de plataforma de podcast. Si cree que alguien está utilizando su trabajo protegido por derechos de autor sin su permiso, puede seguir el proceso descrito aquí https://es.player.fm/legal.
Gideon discusses how examination needs to be an active part of our lives. What does it mean to “examine our hearts”? Genesis 22:1-3.
113 episodios
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×Gena Minnix talks about what gets in the way of our listening and how we might practice listening to God together as a community [Mark 9:2-8]. Reflection What small experiment around listening to God am I curious to try? What might a community practice of listening to Love look like? Resources Video: NFL 2018 A Bad Lip Reading Book: Sorry for Your Troubles (Padraig O Tuama) Video: The Guy Who Finishes Your Sentences MWG: Discussion Guide…
Jason Minnix talks about the invitation to knowing and being known by God [Psalm 139:1-5, 12-17]. Reflection Where do I sense meaning and connection this morning? What gift am I being invited to receive today? Resources Film: Lucky MWG: Discussion Guide
Jason Minnix talks about the ways we and others have placed spiritual burdens on people that constrict our natural movement to seek healing and growth in Christ [Matthew 23:1-12]. Reflection : What burdens am I being invited to release today? What forgiveness do I need to extend or receive today? Resources : Video: SNL – Church Lady MWG: Discussion Guide…
Jason Minnix reflects on some of the ways God is present with us in this journey we are on [Exodus 33:12-23]. Reflection : How can I open myself to participate in God’s presence now? Where am I being invited to play? Resources : Video: Three Year Old Arguing MWG: Discussion Guide
Gena Minnix speaks about fulfillment and how Jesus invites us to meet our needs creatively [Matthew 14:13-21]. Reflection : What “self-talk” messages do I tell myself about my needs? Do I have a need that never seems fulfilled? How might I name that need to God and my community? Resources : Video: The Prestige Book: Nonviolent Communication by Marshall Rosenberg Video: Sharing Food MWG: Homily Discussion Guide…
Weylin Lee talks about the paradoxical freedom that God invites us to experience [Romans 6:12-18]. Reflection : What areas of our lives might need to experience death or for us to let go of? How might we practice discernment through a lens of grace? Who or what are we imitating? Resources : Podcast: This American Life: Alain de Botton Podcast: Fresh Air: Jay-Z…
Jason Minnix talks about our desires and examines the question that Jesus asked his disciples [John 1:35-42]. Reflection : What am I being invited to let go of and return to a relationship of enjoying? What desires am I being invited to carry with compassion this week? What does it mean that God is delighting in me today, as I am? Resources : Exercise: Nonviolent Communication Handout…
Gena Minnix talks about what it means to belong and the vision Jesus left us with for Christian community [Matthew 28:16-20]. Reflection : Who among us needs to hear the message, “You belong”? How do I enjoy being playful with God and others? Resources : Article: Don’t Think You Have a Yoga Body? Video: Whose Line is It Anyway Improv Video: Don’t Think Twice – The Art of Improv…
Gideon Tsang talks about the way we interact with community and how we might do it in a way that creates gratitude and joy [Philippians 1:3-9]. Reflection : What would it look like to participate in sharing your beauty in community? Who’s a safe person you can share a face plant story with this week? Resources : Video: Kids Kissing Podcast: On Being: Carlo Rovelli Book: Community and Growth by Jean Vanier Video: Andrew Bird Video: Beirut Podcast: This American Life: Grand Gestures…
Matt Worthington reflects on how we can reframe our divisions and walk a path of unity [1 Corinthians 1:10-18]. Reflection Where is God asking you to be on the journey towards unity? In what ways do we need healing in order to walk with others in our lives? In what ways can we reframe the language and perspective we adopt with others? Resources Video: TED Talk-Suzanne Barakat…
As we start a new year, John Chandler reflects on the story that we need to tell that is larger than the challenges and difficulties we have faced and will face [Numbers 6:22-27]. Reflection : What might it look like for you to spend more time in the shine of a face than the shine of a screen in the year to come? How might you serve as priest, a go-between, to another who needs to receive the blessing of YHWH?…
Weylin Lee explores what we’re invited to do in times of hopelessness as we wait for God’s original vision for us and our world to be fully restored [2 Thessalonians 2:13-17]. Reflection : How can we see ourselves and others the same way God sees us? How can our responses to hopelessness be more life giving instead of life limiting? How can we practice grace in the face of hopelessness? Resources : Film: Interstellar Film: The White Helmets…
Weylin Lee speaks about some different rhythms that facilitate our experience and practice of contentment [Luke 12:13-21]. Reflection : What are certain possessions or attachments which we might need to let go of because they generate anxiety and fear? What are the areas we have neglected in our pursuit of our possessions and attachments? What do our choices reflect about our value and perspective of our possessions? Resources Film: O.J. Made in America Book: The Cardinal and the Deadly Art: Megacities Asia Book: The Paradox of Choice…
Nicolas Acosta speaks about the kind of biblical justice that we should integrate into our conversations and lives [Amos 8:1-12]. Reflection : How can we think in terms of system and not individualizing issues? How can we stand and be near those who are suffering in order to learn more about who God is and who we are? How do we tend to both the spiritual and physical aspects of injustice and the gospel? Resources : Figure: Gustavo Gutierrez Short Story: Gabriel García Márquez The Handsomest Drowned Man in the World…
Gena Minnix talks about the invitation we have to practice freedom and what some of those practices might look like [Galatians 5:13-23]. Reflection : How might I use my freedom to practice love in a more concrete way? What would it look like to belong to Christ and others more freely? Resources Movie: Eddie the Eagle Vox Rhythm of Life…
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