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TechSurge: Deep Tech VC Podcast
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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 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…
Podcast Humor com Ciência
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Content provided by HumorcomCiencia. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by HumorcomCiencia or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ro.player.fm/legal.
Divulgando a ciência e assuntos de conhecimentos gerais por meio de Podcast, Talk"Show" e Áudio Drama.
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8 episoade
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Content provided by HumorcomCiencia. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by HumorcomCiencia or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ro.player.fm/legal.
Divulgando a ciência e assuntos de conhecimentos gerais por meio de Podcast, Talk"Show" e Áudio Drama.
…
continue reading
8 episoade
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1 Iconografia | Talk"Show" s01e03 51:33
51:33
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Para saber mais acesse: http://www.humorcomciencia.com/podcast/talkshow-s01e03
Para saber mais, acesse: http://www.humorcomciencia.com/podcast/humor-com-ciencia-s01e06/
Para saber mais, acesse: www.humorcomciencia.com/podcast/
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1 Talk"Show" Computação s01e02 1:00:44
1:00:44
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►Para saber mais: Instituo nacional de pesquisas espaciais: http://www.inpe.br/webelat/homepage/menu/noticias/release.php?id=49 Conselhos do He-man (economista, conselho 5): https://www.youtube.com/watch?v=tZPQHPRbSCQ A chance de acertar na mega sena: http://www1.folha.uol.com.br/folha/educacao/ult305u10267.shtml Site da Caixa econômica federal: http://www1.caixa.gov.br/loterias/loterias/megasena/megasena_resultado.asp Como ganhar na mega sena superinteressante professores usp e mackenzie: http://super.abril.com.br/cotidiano/como-ganhar-loteria-627698.shtml Falácia do apostador: http://pt.wikipedia.org/wiki/Fal%C3%A1cia_do_apostador Jogo de azar: http://pt.wikipedia.org/wiki/Jogo_de_azar Aumentar chances de ganhar na mega sena: http://ultimosegundo.ig.com.br/mega-sena/2013-11-30/mega-da-virada-matematico-da-dicas-para-aumentar-as-chances-de-ganhar.html Simulador da Mega-Sena: http://noticias.terra.com.br/loterias/simulador-mega-sena/ Como funciona a mega-sena? http://lazer.hsw.uol.com.br/mega-sena2.htm Vídeo que mostra como funciona o sorteio da mega sena: http://g1.globo.com/bom-dia-brasil/noticia/2014/01/veja-os-bastidores-e-saiba-como-funciona-o-sorteio-da-mega-sena.html RPM (revista do professor de matemática), nº43, página 15 – A mídia e a mega-sena acumulada.…
Ouça o novo podcast e descubra qual é a "verdadeira" história do Xadrez. Para saber mais: http://www.humorcomciencia.com/podcast/humor-com-ciencia-s01e03/
►Para saber mais: Equívocos sobre a razão áurea: http://shookrun.com/documents/misconsfibo.pdf Não se deixe enganar: http://www.uff.br/cdme/rza/rza-html/rza-misconceptions-br.html Construção do Partenon: https://labeca.mae.usp.br/media/filer_public/2013/07/16/florenzano_pericles__o_partenon_.pdf Homem vitruviano: http://pt.wikipedia.org/wiki/Homem_Vitruviano_(desenho_de_Leonardo_da_Vinci) A beleza de uma razão surpreendente (Rosania Maria Queiroz): http://www.uel.br/projetos/matessencial/superior/pde/rosania-razao-aurea.pdf ►Referência sobre fidias: “Sabemos também que apesar de ter sido Fídias, com toda a probabilidade, o responsável geral pelos programas de reformas de Péricles, o arquiteto do Partenon, especificamente, foi Ictino” p.5 https://labeca.mae.usp.br/media/filer_public/2013/07/16/florenzano_pericles__o_partenon_.pdf ►Outros links: http://www.dec.ufcg.edu.br/biografias/Fidias00.htm http://pt.wikipedia.org/wiki/Partenon http://pt.wikipedia.org/wiki/F%C3%ADdias ►Referência bibliográfica: Razão áurea, a história de fi, um número surpreendente. Mario Lívio. Ed. Record. Páginas 73, 183, 186, 187, 203 -208…
Uma breve história do Efeito Mpemba: http://www.rsc.org/mpemba-competition/mpemba-competition-history.asp O paper do próprio Mpemba: http://www.rsc.org/images/Cool-Mpemba-Osborne1969_tcm18-222099.pdf O próprio Mpemba falando sobre o efeito: https://www.youtube.com/watch?v=dOAUdJR0SIo Grandes nomes da ciência: http://ceticismo.net/2011/01/11/grandes-nomes-da-ciencia-erasto-mpemba/ Efeito Mpemba no wikipedia: https://pt.wikipedia.org/wiki/Efeito_Mpemba Congelamento curioso: http://chc.cienciahoje.uol.com.br/congelamento-curioso/ Trabalho de Nikola Bregović: http://www.rsc.org/images/nikola-bregovic-entry_tcm18-225169.pdf…
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