Express Interviews podcast

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

منذ 7 أيام1:14:43

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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…

Express Interviews

منزل السلاسل•Feed

Listen to interviews and discussions organised by the Indian Express across our events and series, diving into the minds of public figures, artists, writers, experts and celebrities.

27 حلقات

#Society #Audioboom #Indian Express

Express Interviews

11 subscribers

updated منذ 6 أعوام

منزل السلاسل•Feed

Listen to interviews and discussions organised by the Indian Express across our events and series, diving into the minds of public figures, artists, writers, experts and celebrities.

27 حلقات

#Society #Audioboom #Indian Express

كل الحلقات

Express Interviews

1
27: Aparajita Sarangi and S Jothimani on politics, the women’ reservation Bill and more 27:29

منذ 6 years27:29

27:29

Listen to BJP MP Aparajita Sarangi and Congress MP S Jothimani talk about how they got into politics, what it’s like being women in Politics, the women’s reservation Bill and more

Express Interviews

1
26: Gajendra Singh Shekhawat on the Jal Shakti Ministry, water conservation and treatment 28:45

منذ 6 years28:45

28:45

Listen to Jal Shakti Minister Gajendra Singh Shekhawat talk about water conservation efforts, traditional water bodies, water-treatment solutions, business models in the sector and more.

Express Interviews

1
25: Ramesh Chand on agriculture policies, production and investment 30:55

منذ 6 years30:55

30:55

Listen to NITI Aayog member Ramesh Chand talk about agriculture, the Essential Commodities Act, government policy, increasing corporate investment in agriculture, GM crops and more.

Express Interviews

1
24: Veerappa Moily on the Congress party and 2019 elections 28:56

منذ 6 years28:56

28:56

Listen to Senior Congress leader, Veerappa Moily, talk about the direction of the Congress party and what their performance in the recent Lok Sabha elections means for the party.

Express Interviews

1
23: Mukhtar Abbas Naqvi on minorities, communalism and WhatsApp 32:51

منذ 6 years32:51

32:51

Listen to Minority Affairs Minister, Mukhtar Abbas Naqvi talk about the definition of minorities, education, the elections, communalism, WhatsApp, social media and more.

Express Interviews

1
22: Paddy Upton on coaching, mental toughness and his biggest professional mistake 34:05

منذ 6 years34:05

34:05

Listen to Rajasthan Royals head coach, Paddy Upton talk about his stint as mental conditioning coach with the 2011 World Cup-winning Indian team, why Dhoni’s "strategic brain", myths around mental toughness, his biggest professional mistake and more

Express Interviews

1
21: Kailash Vijayvargiya on BJP success in Bengal and communal politics 31:13

منذ 6 years31:13

31:13

Listen to BJP general secretary, Kailash Vijayvargia talk about his reasons for why the BJP was successful in Bengal during the 2019 general elections, communal politics, center-state relations and much more.

Express Interviews

1
20: Dr Rathin Roy on the economy, jobs and the development 25:51

منذ 6 years25:51

25:51

Listen to member of the PM's Economic Advisory Council, Dr. Rathin Roy, talk about the structural problems with the Indian economy, why government schemes don’t work for the long term, how to stimulate job growth, and much more.

Express Interviews

1
19: Chandrashekhar Azad on the Bhim army, BJP and prison 30:57

منذ 6 years30:57

30:57

Listen to the co-founder and chief of the Bhim Army, Chandrashekhar Azad talk about the formation the Bhim Army, why dalits are disappointed with the BJP, life in prison and more.

Express Interviews

1
18: K J Ramesh on cyclones, rainfall distribution and IMD data 35:40

منذ 6 years35:40

35:40

Listen to IMD Director General K J Ramesh, cyclones, dealing with extreme weather events, how unregulated development is a huge cause of flooding in cities, Monsoon predictions and commercial applications of IMD data

Express Interviews

1
17: Rajmohan Gandhi on South Indian history, the BJP and Islamophobia 27:01

منذ 6 years27:01

27:01

Listen to historian Rajmohan Gandhi, talk about South Indian history, soft v hard hindutva and how the BJP promotes Islamophobia.

Express Interviews

1
16: Ram Madhav on the elections, Pragya Singh Thakur and Kashmir 25:08

منذ 6 years25:08

25:08

Listen to BJP general secretary Ram Madhav, talk about BJP campaign, the next phases of the election, Pragya Singh Thakur, Jobs, the Citizenship Amendment Bill and Kashmir.

Express Interviews

1
15: Naushad Forbes on jobs, manufacturing and growth 18:42

منذ 6 years18:42

18:42

Listen to Naushad Forbes, the co-chairman of Pune-based manufacturing company Forbes-Marshall, talk about jobs, democratic institutions, investment and growth in manufacturing, the current political climate in the country and more.

Express Interviews

1
14: Arvind Subramanian on demonetisation, GST, loan waivers and the welfare state 24:55

منذ 6 years24:55

24:55

Listen to Former Chief Economic Adviser Arvind Subramanian talk about the effects of demonetisation, problems in the way GST was implemented, the efficacy of loan waivers and why (in a welfare state) subsidies are an inefficient way of wealth distribution.

Express Interviews

1
13: Ravi Shankar Prasad on the 2019 elections, jobs and women's reservation 27:41

منذ 6 years27:41

27:41

Listen to the current Union Minister for Law and Information Technology, Ravi Shankar Prasad talk about the upcoming 2019 elections, nationalism, jobs and unemployment, the Balakot air strike, women's reservation and more.

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