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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…
Agents of Change in Environmental Justice
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コンテンツは Agents of Change in Environmental Justice によって提供されます。エピソード、グラフィック、ポッドキャストの説明を含むすべてのポッドキャスト コンテンツは、Agents of Change in Environmental Justice またはそのポッドキャスト プラットフォーム パートナーによって直接アップロードされ、提供されます。誰かがあなたの著作物をあなたの許可なく使用していると思われる場合は、ここで概説されているプロセスに従うことができますhttps://ja.player.fm/legal。
Agents of Change in Environmental Justice brings you the voices and stories of next generation environmental health and justice leaders from underrepresented backgrounds.
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111 つのエピソード
すべての項目を再生済み/未再生としてマークする
Manage series 2999949
コンテンツは Agents of Change in Environmental Justice によって提供されます。エピソード、グラフィック、ポッドキャストの説明を含むすべてのポッドキャスト コンテンツは、Agents of Change in Environmental Justice またはそのポッドキャスト プラットフォーム パートナーによって直接アップロードされ、提供されます。誰かがあなたの著作物をあなたの許可なく使用していると思われる場合は、ここで概説されているプロセスに従うことができますhttps://ja.player.fm/legal。
Agents of Change in Environmental Justice brings you the voices and stories of next generation environmental health and justice leaders from underrepresented backgrounds.
…
continue reading
111 つのエピソード
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Agents of Change in Environmental Justice

1 Reflections on the first five years of the Agents of Change program 15:23
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It’s been five years since the Agents of Change in Environmental Justice program launched, and at a recent retreat gathering the leadership team reflected on what we’ve learned and what environmental issues we’re watching closely as we near 2025.
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Agents of Change in Environmental Justice

Ufuoma Ovienmhada joins the Agents of Change in Environmental Justice podcast to discuss environmental injustice at prisons across the U.S.
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Agents of Change in Environmental Justice

1 Pradnya Garud on the role of unions in climate justice 34:40
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Pradnya Garud joins the Agents of Change in Environmental Justice podcast to discuss the role of unions in climate and environmental justice.
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Agents of Change in Environmental Justice

1 Laura Diaz on how social and environmental stress impact children’s health 36:56
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Laura Diaz joins the Agents of Change in Environmental Justice podcast to discuss the intersection of social and environmental stressors on children’s health.
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Agents of Change in Environmental Justice

1 Wellington Onyenwe on where toxicology, food and justice intersect 41:35
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Wellington Onyenwe joins the Agents of Change in Environmental Justice podcast to discuss using an environmental justice lens in looking at chemical exposure, and his passion for food and cooking.
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Agents of Change in Environmental Justice

1 Mokshda Kaul on making the clean energy transition work for all 47:28
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Mokshda Kaul joins the Agents of Change in Environmental Justice podcast to discuss the clean energy transition and how policymakers and other leaders can avoid mistakes of the past.
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Agents of Change in Environmental Justice

1 Elijah Hutchinson on New York City’s push for climate justice 38:04
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Elijah Hutchinson joins the Agents of Change in Environmental Justice podcast to discuss New York City’s first comprehensive study on environmental inequality and how communities can use it to advocate for themselves.
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Agents of Change in Environmental Justice

1 Timnit Kefela On treating plastic pollution as an environmental justice issue 45:09
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Dr. Timnit Kefela joins the Agents of Change in Environmental Justice podcast to discuss the the specific ways microplastics harm urban communities and some of her tips for reducing plastic use and exposure.
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Agents of Change in Environmental Justice

1 Brandon Rothrock on the environment and queer identities 46:07
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Brandon Rothrock joins the Agents of Change in Environmental Justice podcast to discuss the intersection of the environment and LGBTQ+ identities, and emerging climate and health issues in Appalachia.
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Agents of Change in Environmental Justice

1 Revisiting our conversation with Jennifer Roberts discussing nature as medicine 44:10
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As we enjoy the summer season, today we’re revisiting our conversation with Dr. Jennifer D. Roberts who discusses nature as medicine for our physical and mental health.
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Agents of Change in Environmental Justice

1 Maria Jose Talayero Schettino on using her research to advocate for environmental justice In Mexico 34:50
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Dr. Maria Jose Talayero Schettino joins the Agents of Change in Environmental Justice podcast to discuss why she switched careers from physician to environmental health research, and how she’s using this new training to advocate for environmental justice in Mexico.
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Agents of Change in Environmental Justice

1 Revisiting our conversation with environmental justice pioneer Dr. Beverly Wright 31:45
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Today we’re re-airing our conversation with Dr. Beverly Wright, who joined the Agents of Change in Environmental Justice podcast last year to discuss her journey as an environmental justice pioneer.
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Agents of Change in Environmental Justice

1 Alastair Lee Bitsóí on becoming a writer to advocate for Indigenous communities 29:43
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Alastair Lee Bitsóí joins the Agents of Change in Environmental Justice podcast to discuss how his Navajo upbringing and roots shape his writing and push for Indigenous food sovereignty.
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Agents of Change in Environmental Justice

1 Jose Ramon Becerra Vera On democratizing science 30:45
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Jose Ramon Becerra Vera joins the Agents of Change in Environmental Justice podcast to discuss arming residents in his native Inland Empire region of California with air pollution data to advocate for their health and community.
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Agents of Change in Environmental Justice

Liliana Sierra Castillo joins the Agents of Change in Environmental Justice podcast to discuss the concept of blue justice and how the expansion of aquaculture impacts small-scale fishery communities.
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