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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…
Health Newsfeed – Johns Hopkins Medicine Podcasts
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コンテンツは Johns Hopkins Medicine 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、Johns Hopkins Medicine 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。
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コンテンツは Johns Hopkins Medicine 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、Johns Hopkins Medicine 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。
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Health Newsfeed – Johns Hopkins Medicine Podcasts

1 Does blood in your urine mean you have cancer? Elizabeth Tracey reports 1:05
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Blood in your urine, so-called hematuria, is fairly common, with a new genetic test being studied to rule out bladder cancer as a cause. William Nelson, director of the Kimmel Cancer Center at Johns Hopkins, says such a test would … Does blood in your urine mean you have cancer? Elizabeth Tracey reports Read More »…
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Health Newsfeed – Johns Hopkins Medicine Podcasts

1 Can a genetic test spot bladder cancer in people who have blood in their urine? Elizabeth Tracey reports 1:02
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Blood in your urine is definitely a reason to seek medical attention, and for many people cancer is a top concern. Now a new genetic test that can spot changes in the DNA known as mutations can help rule out … Can a genetic test spot bladder cancer in people who have blood in their urine? Elizabeth Tracey reports Read More »…
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Health Newsfeed – Johns Hopkins Medicine Podcasts

1 Are there advantages to receiving chemotherapy for cancer before surgery? Elizabeth Tracey reports 1:03
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Neoadjuvant chemotherapy translates to chemotherapy for cancer before surgery, with a recent study demonstrating its benefit for people with esophagus cancer. Kimmel Cancer Center director William Nelson at Johns Hopkins says this strategy is time tested. Nelson: Neoadjuvant therapy is … Are there advantages to receiving chemotherapy for cancer before surgery? Elizabeth Tracey reports Read More »…
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Health Newsfeed – Johns Hopkins Medicine Podcasts

1 What is the best way to treat esophageal cancer? Elizabeth Tracey reports 1:03
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Cancer of the esophagus is a tough cancer to treat, and more people worldwide are developing it. A recent study compares one regimen giving chemotherapy and radiation before surgery versus another strategy using four chemotherapy drugs plus surgery. William Nelson, … What is the best way to treat esophageal cancer? Elizabeth Tracey reports Read More »…
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Health Newsfeed – Johns Hopkins Medicine Podcasts

1 Is it possible to catch nerve pain early in cancer treatment and minimize it? Elizabeth Tracey reports 1:02
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Pain in nerves, called neuropathy, is more common when a couple types of cancer drugs are used or when someone has lung cancer versus other types of cancer, a new study concludes. Johns Hopkins Kimmel Cancer Center director William Nelson … Is it possible to catch nerve pain early in cancer treatment and minimize it? Elizabeth Tracey reports Read More »…
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Health Newsfeed – Johns Hopkins Medicine Podcasts

1 Can painful nerve pain following cancer therapy be avoided? Elizabeth Tracey reports 1:04
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Neuropathy, or painful nerves, are seen in more than 40% of people who’ve been treated for cancer, a recent study reports. Kimmel Cancer Center director William Nelson at Johns Hopkins says the magnitude of the problem is huge, although there … Can painful nerve pain following cancer therapy be avoided? Elizabeth Tracey reports Read More »…
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Health Newsfeed – Johns Hopkins Medicine Podcasts

1 How often does someone who’s been treated for cancer experience nerve pain? Elizabeth Tracey reports 1:04
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Nerve pain, or neuropathy, can be a big problem for some people who’ve been treated for cancer, with a new study showing just how big a problem it is. William Nelson, director of the Kimmel Cancer Center at Johns Hopkins, … How often does someone who’s been treated for cancer experience nerve pain? Elizabeth Tracey reports Read More »…
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Health Newsfeed – Johns Hopkins Medicine Podcasts

1 How does reporting symptoms impact cancer care for patients? Elizabeth Tracey reports 1:03
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A greater sense of control, feeling in partnership with their care team, and not finding reporting symptoms burdensome are just a few of the outcomes reported by people with advanced cancer in a study of an electronic intervention where they … How does reporting symptoms impact cancer care for patients? Elizabeth Tracey reports Read More »…
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Health Newsfeed – Johns Hopkins Medicine Podcasts

1 Is it helpful for people with advanced cancer to report their symptoms regularly? Elizabeth Tracey reports 1:02
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Imagine you have advanced cancer and your doctor asks you to report your symptoms electronically, so that intervention is possible before things like pain or breathing difficulties become especially troublesome. Kimmel Cancer Center director William Nelson at Johns Hopkins describes … Is it helpful for people with advanced cancer to report their symptoms regularly? Elizabeth Tracey reports Read More »…
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Health Newsfeed – Johns Hopkins Medicine Podcasts

1 Patients with advanced cancer can help in their own care, Elizabeth Tracey reports 1:02
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Helping people with advanced cancer is facilitated by having them fill out symptom questionnaires for their medical team, who can then intervene promptly, a new study demonstrates. William Nelson, director of the Kimmel Cancer Center at Johns Hopkins, applauds the … Patients with advanced cancer can help in their own care, Elizabeth Tracey reports Read More »…
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