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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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「あとで再生する」
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気に入った1:14:43
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…
Center for Climate and Energy Solutions
すべての項目を再生済み/未再生としてマークする
Manage series 40752
コンテンツは Center for Climate and Energy Solutions, Center for Climate, and Energy Solutions 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、Center for Climate and Energy Solutions, Center for Climate, and Energy Solutions 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。
The Center for Climate and Energy Solutions (C2ES) is an independent non-profit, non-partisan organization promoting strong policy and action to address the twin challenges of energy and climate change. Launched in November 2011, C2ES is the successor to the Pew Center on Global Climate Change, long recognized in the United States and abroad as an influential and pragmatic voice on climate issues.
…
continue reading
13 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 40752
コンテンツは Center for Climate and Energy Solutions, Center for Climate, and Energy Solutions 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、Center for Climate and Energy Solutions, Center for Climate, and Energy Solutions 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。
The Center for Climate and Energy Solutions (C2ES) is an independent non-profit, non-partisan organization promoting strong policy and action to address the twin challenges of energy and climate change. Launched in November 2011, C2ES is the successor to the Pew Center on Global Climate Change, long recognized in the United States and abroad as an influential and pragmatic voice on climate issues.
…
continue reading
13 つのエピソード
すべてのエピソード
×C
Center for Climate and Energy Solutions

This podcast is about how the evolution of cars and the technologies inside them will improve our energy efficiency and impact on the environment.
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Center for Climate and Energy Solutions

This podcast takes us around the world to explore where energy comes from, how people use it, and what opportunities exist for those looking to have a lighter impact on the environment.
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Center for Climate and Energy Solutions

An interview with Sen. Jeff Bingaman (D-NM) about the Senate Energy hearing on the Clean Energy Standard Act of 2012.
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Center for Climate and Energy Solutions

An interview with C2ES President Eileen Claussen about business and government's roles in low-carbon innovation.
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Center for Climate and Energy Solutions

An interview with PEV Dialogue Group members Watson Collins of Northeast Utilities and Zoe Lipman of National Wildlife Federation about the group's action plan to get more plug-in electric vehicles into the market.
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Center for Climate and Energy Solutions

C2ES Manager of Transportation Initiatives Nick Nigro explains how U.S. transportation impacts climate and energy issues and discusses C2ES's Plug-in Electric Vehicle Dialogue.
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Center for Climate and Energy Solutions

C2ES Vice President for Strategic Outreach Manik Roy and Vice President for Technology and Innovation Judi Greenwald explain the basics of a clean energy standard.
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Center for Climate and Energy Solutions

C2ES Science & Policy Fellow Dan Huber explores recent extreme weather events and what they can teach us about adaptation.
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Center for Climate and Energy Solutions

An interview with Bob Hilton, Vice President of Power Technologies for Government Affairs at Alstom, on low-carbon business innovation.
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Center for Climate and Energy Solutions

A conversation between Eileen Claussen and David Crane, CEO and President of NRG Energy.
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Center for Climate and Energy Solutions

C2ES Senior Scientist Jay Gulledge explains some key points of climate science.
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Center for Climate and Energy Solutions

Andrew Hargadon from UC-Davis talks about the Center's low-carbon business innovation project.
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Center for Climate and Energy Solutions

A discussion with C2ES VP Judi Greenwald about the Climate Change 101 series, a set of reports meant to provide a reliable and understandable introduction to climate change.
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