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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…
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Conteúdo fornecido por Taylor Gage. Todo o conteúdo do podcast, incluindo episódios, gráficos e descrições de podcast, é carregado e fornecido diretamente por Taylor Gage ou por seu parceiro de plataforma de podcast. Se você acredita que alguém está usando seu trabalho protegido por direitos autorais sem sua permissão, siga o processo descrito aqui https://pt.player.fm/legal.
Wellbeing through returning, connecting, deepening. Slow living, creativity, nature, embodiment, community, mystery.
234 episódios
Marcar/Desmarcar tudo como reproduzido ...
Manage series 1958901
Conteúdo fornecido por Taylor Gage. Todo o conteúdo do podcast, incluindo episódios, gráficos e descrições de podcast, é carregado e fornecido diretamente por Taylor Gage ou por seu parceiro de plataforma de podcast. Se você acredita que alguém está usando seu trabalho protegido por direitos autorais sem sua permissão, siga o processo descrito aqui https://pt.player.fm/legal.
Wellbeing through returning, connecting, deepening. Slow living, creativity, nature, embodiment, community, mystery.
234 episódios
Todos os episódios
×We tend to think of "mental" health/illness and "physical" health/illness as separate things, but are they? Nurse practitioner and naturopathic doctor Erica Matluck talks to us about the connection between our physical, mental, emotional, and spiritual parts, and reminds us that all of our components are connected and cannot be decontextualized as easily as we may like. Erica’s Website Erica’s Newsletter Erica’s Instagram **** SUBSCRIBE | Join my newsletter **** Did you enjoy this episode? Leaving a review is a TOTALLY FREE way to share the love and support the show. Thank you!…
The news these days is filled with atrocities and horrors, destruction and hate. Life can feeling daunting when we’re mired in doom and grief. So today I’m sharing some things that I have been practicing that keep me connected to joy, to people, and to all that is GOOD in the world — and I hope it helps you access that infinite well of goodness, too. **** SUBSCRIBE | Join my newsletter **** Did you enjoy this episode? Leaving a review is a TOTALLY FREE way to share the love and support the show. Thank you!…
Am I making the right choice? Did I make a huge mistake? Is this where I should be? These are questions a lot of us consider when reflecting on the path our life has taken, or will take. Today I wanted to share a mixed bag of thoughts, metaphors, and reflections that will hopefully help us move from a state of regret or doubt, into one of trust, as we think about the path of our life. **** SUBSCRIBE | Join my newsletter Did you enjoy this episode? Leaving a review is a TOTALLY FREE way to share the love and support the show. Thank you!…
Have your friendships been dwindling, feeling unbalanced, or difficult to maintain lately? Relational health educator Danielle Bayard Jackson is an expert on women’s friendships and today she’s sharing some easy ways that we can rekindle our existing friendships, deepen and strengthen them, and get better at forming new bonds — no matter what stage we’re at in life. Danielle’s WEBSITE Danielle’s BOOK Danielle’s INSTAGRAM **** SUBSCRIBE | Join my newsletter **** Did you enjoy this episode? Leaving a review is a TOTALLY FREE way to share the love and support the show. Thank you!…
America LOVES to be in a hurry — we are always rushing from one thing to the next, multitasking everything and feeling completely burnt out and overwhelmed by trying to keep up. Whether you’re leaning into the tones of winter, have a goal to scroll less or use less tech, or are just interested in feeling more present, I’m sharing the simple things I do in my life to reject the capitalist forces of URGENCY and live a slower life. SUBSCRIBE | Join my newsletter STA | Join the waitlist **** Did you enjoy this episode? Leaving a review is a TOTALLY FREE way to share the love and support the show. Thank you!…
It’s January, and the new year is here! But you’re exhausted, unmotivated, and feel like all you want to do is lie on a pile of warm laundry and eat bread. Is it seasonal affective disorder, or is it the capitalist culture you live in urging you to carry on like a machine when your body is responding perfectly to the change in your environment? Here’s an invitation to sync to the cycles of the natural world instead of the clock or calendar, where/when possible. SUBSCRIBE | Join my newsletter STA | Join the waitlist **** Did you enjoy this episode? Leaving a review is a TOTALLY FREE way to share the love and support the show. Thank you!…
Breathwork and Somatic Experiencing Coach Conni Biesalski takes us on a tour of our nervous systems and teaches us how we can help our bodies move from heightened states into a calm, centered embodied presence. We cover how to spot activated energy, how to feel your emotions, understanding stress response cycles, and lots more, including a short guided breath work session at the end. **** Conni’s Instagram: https://www.instagram.com/breathwork.alchemy Conni’s Website: https://www.breathworkalchemy.co/ **** SUBSCRIBE | Join my newsletter STA | Join the waitlist **** Did you enjoy this episode? Leaving a review is a TOTALLY FREE way to share the love and support the show. Thank you!…
My relationship with my phone has been of peak interest to me lately, and I have been working on ways to rely on in less, and in turn, reclaim some of my humanness — and return to the present moment and world that surrounds me at all times. If you’re trying to use your phone less, tune in to hear what I’ve been doing on this front, and then come join the discussion on my recent post here . SUBSCRIBE | Join my newsletter STA | Join the waitlist **** Did you enjoy this episode? Leaving a review is a TOTALLY FREE way to share the love and support the show. Thank you!…
Our four years of sailing the world have come to an end, and I am kicking off a new chapter of life on land. Join me for a quick chit chat where I bring you up to speed on things and dust this show off, almost seven years to the day that I first launched it. SUBSCRIBE | Join my newsletter **** Did you enjoy this episode? Leaving a review is a TOTALLY FREE way to share the love and support the show. Thank you!…
Alua Arthur is one of America’s most prominent death doulas and the founder of Going with Grace, an end-of-life planning organization. She shares with us why and how we can explore our own relationship to death in ways that will help us reach a new, deeper, and more fulfilling level of living. Alua’s website: https://goingwithgrace.com/ Buy Alua’s book, Briefly, Perfectly Human: https://amzn.to/3UQcAU4 Watch Alua’s TED Talk: https://www.ted.com/talks/alua_arthur_why_thinking_about_death_helps_you_live_a_better_life?language=en **** ASK ME ANYTHING | Submit your Qs here SUBSCRIBE | Join my newsletter STA | Join the waitlist Did you enjoy this episode? Leaving a review is a TOTALLY FREE way to share the love and support the show. Thank you!…
Technology has improved our lives in countless ways, but we might have begun to rely on it a bit too heavily in some places — subsequently outsourcing vital components of our humanness. If we want to establish a clearer connection with our intuition, if we want to reconnect with our bodies and minds and with the features of our own humanity, if we want to rewild ourselves, then these are some places where we might want to stop looking to our screens and instead look up, or look within. ASK ME ANYTHING | Submit your Qs here SUBSCRIBE | Join my newsletter STA | Join the waitlist **** Did you enjoy this episode? Leaving a review is a TOTALLY FREE way to share the love and support the show. Thank you!…
We know that we feel better when we are close to nature, and yet many of us also feel chronically distanced from the natural world. You don’t have to move to the woods to deepen this relationship — here are simple practices that can offer big results, even in a city. ASK ME ANYTHING | Submit your Qs here SUBSCRIBE | Join my newsletter STA | Join the waitlist **** Did you enjoy this episode? Leaving a review is a TOTALLY FREE way to share the love and support the show. Thank you!…
How can we heal in aloneness without hiding in it? Solitude can be one of, if not THE most powerful force for our own personal and spiritual growth. But if we’re not careful, we can misuse this time and it can add to a sense of loneliness. ASK ME ANYTHING | Submit your Qs here SUBSCRIBE | Join my newsletter STA | Join the waitlist **** Did you enjoy this episode? Leaving a review is a TOTALLY FREE way to share the love and support the show. Thank you!…
These days more than ever, we have enormous levels of system “input”, and most of it isn’t great: news, social media, emails, etc. Where does all of this stress and angst and horror go? Let’s discuss how we can let some of this energy flow through us instead of accumulating within us. ASK ME ANYTHING | Submit your Qs here SUBSCRIBE | Join my newsletter STA | Join the waitlist **** Did you enjoy this episode? Leaving a review is a TOTALLY FREE way to share the love and support the show. Thank you!…
As humans, we all crave comfort and ease and safety, and it’s important that we establish these for ourselves through decisions and time. But for many of us, there is a point where the pursuit of safety or stability is no longer protecting us, and starts hurting us — turning into a cage that we become more and more scared to step out of. ASK ME ANYTHING | Submit your Qs here SUBSCRIBE | Join my newsletter STA | Join the waitlist **** Did you enjoy this episode? Leaving a review is a TOTALLY FREE way to share the love and support the show. Thank you!…
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