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TechSurge: Deep Tech VC Podcast

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TechSurge: Deep Tech VC Podcast podcast artwork

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Understanding the Elegant Math Behind Modern Machine Learning 1:14:43

5 days ago1:14:43

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 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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用声音，在一起

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60 episodes

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updated 6 years ago

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用声音，在一起

… continue reading

60 episodes

كل الحلقات

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1
wiegenlied 2:00

6 years ago2:00

2:00

Gute Nacht

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1
sukabumi - II 1:49

7 years ago1:49

1:49

可以帶我回到那個時候，天氣晴

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1
便利店人間 2 12:02

7 years ago12:02

12:02

便利店人間

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1
吉他與海 5:06

7 years ago5:06

5:06

recuerdos de la alhambra 真的不是在廁所哦

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1
by 雷 0:31

7 years ago0:31

0:31

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1
便利店人間 - 1 18:08

7 years ago18:08

18:08

讀到一本好書祝好晚安

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1
童声 pease putting hot 0:34

7 years ago0:34

0:34

感谢收听，期待你对本期节目的评论留言哦~

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1
Erawan Shrine 3:24

8 years ago3:24

3:24

13.7563° N, 100.5018° E 好久不見

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1
夢 4:37

8 years ago4:37

4:37

文字：一年前的凡子曲：I've got the world on a string - Anita O'day

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1
for sentimental reasons 2:06

8 years ago2:06

2:06

晚安

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1
很想你们 2:15

8 years ago2:15

2:15

你们会想我吗？有没有在等着我？我在这里晚安

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1
約會 1:43

8 years ago1:43

1:43

嗨，我在北緯一度，你在哪約會周夢蝶

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1
星球，私人擁有 25:02

8 years ago25:02

25:02

公轉，自轉，啟程去下一個星球晚安

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1
時間密道 22:21

8 years ago22:21

22:21

冬月好《單人旅行》繼續晚安

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1
開始與結束 11:56

8 years ago11:56

11:56

你在哪？我在一個下雪的夜。晚安

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