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TechSurge: Deep Tech VC Podcast
1 Understanding the Elegant Math Behind Modern Machine Learning 1:14:43
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PlăcutArtificial 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…
The Classical Music Minute
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Content provided by Steven Hobé, Composer & Host and Steven Hobé. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Steven Hobé, Composer & Host and Steven Hobé 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.
Ever wonder who were the Florentine Camerata? Where did the conductor’s baton come from? Or the difference between Opera Buffa and Opera Seria? These little nuggets of classical music trivia are what this podcast is all about. Come hop around music history with me, Steven Hobé, as we take a minute to get the scoop!
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212 episoade
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Manage series 2924017
Content provided by Steven Hobé, Composer & Host and Steven Hobé. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Steven Hobé, Composer & Host and Steven Hobé 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.
Ever wonder who were the Florentine Camerata? Where did the conductor’s baton come from? Or the difference between Opera Buffa and Opera Seria? These little nuggets of classical music trivia are what this podcast is all about. Come hop around music history with me, Steven Hobé, as we take a minute to get the scoop!
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212 episoade
All episodes
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Description Mozart in Paris: A Stormy Prelude in 60 Seconds. Take a minute to get the scoop! Fun Fact Mozart’s 1778 trip to Paris was filled with frustration, rejection, and tragedy. His letters to his father reveal disdain for aristocrats, financial worries, and grief over his mother’s death. Despite composing great music, his Parisian experience left him deeply disillusioned. __________________________________________________________________ About Steven, Host Steven is a Canadian composer & actor living in Toronto. Through his music, he creates a range of works, with an emphasis on the short-form genre—his muse being to offer the listener both the darker and more satiric shades of human existence. If you're interested, please check out his music website for more. Member of the Canadian League Of Composers. __________________________________________________________________ You can FOLLOW ME on Instagram. 👋 Please Buy Me A Coffee 🤓☕️ Support the show…
Description Swan Lake: Tchaikovsky’s Enchanting Ballet of Love and Tragedy in 60 Seconds. Take a minute to get the scoop! Fun Fact Tchaikovsky’s Swan Lake is a legendary ballet of love and tragedy, featuring an unforgettable score. Despite initial rejection, it became an enduring masterpiece. Its haunting melodies and dramatic storytelling capture the grace of ballet and the depths of human emotion, securing its place as a timeless classic. __________________________________________________________________ About Steven, Host Steven is a Canadian composer & actor living in Toronto. Through his music, he creates a range of works, with an emphasis on the short-form genre—his muse being to offer the listener both the darker and more satiric shades of human existence. If you're interested, please check out his music website for more. Member of the Canadian League Of Composers. __________________________________________________________________ You can FOLLOW ME on Instagram. 👋 Please Buy Me A Coffee 🤓☕️ Support the show…
Description The Blue Danube: Strauss’s Timeless Waltz of Elegance and Flow in 60 Seconds. Take a minute to get the scoop! Fun Fact Johann Strauss II’s On the Beautiful Blue Danube epitomizes elegance, fluidity, and grandeur. Originally a choral piece, it became an iconic waltz, symbolizing Vienna’s culture and charm. Despite its initial lukewarm reception, it gained worldwide acclaim, remaining a beloved staple in New Year’s celebrations and classical music history. __________________________________________________________________ About Steven, Host Steven is a Canadian composer & actor living in Toronto. Through his music, he creates a range of works, with an emphasis on the short-form genre—his muse being to offer the listener both the darker and more satiric shades of human existence. If you're interested, please check out his music website for more. Member of the Canadian League Of Composers. __________________________________________________________________ You can FOLLOW ME on Instagram. 👋 Please Buy Me A Coffee 🤓☕️ Support the show…
Description Verdi’s Nabucco: A Triumph of Freedom and Song in 60 Seconds. Take a minute to get the scoop! Fun Fact Giuseppe Verdi's Nabucco is a landmark opera that established his reputation as a composer. Featuring the iconic "Chorus of the Hebrew Slaves," it blends dramatic storytelling with powerful music, reflecting themes of exile and freedom. Its success marked the rise of Verdi as a towering figure in Italian opera. __________________________________________________________________ About Steven, Host Steven is a Canadian composer & actor living in Toronto. Through his music, he creates a range of works, with an emphasis on the short-form genre—his muse being to offer the listener both the darker and more satiric shades of human existence. If you're interested, please check out his music website for more. Member of the Canadian League Of Composers. __________________________________________________________________ You can FOLLOW ME on Instagram. 👋 Please Buy Me A Coffee 🤓☕️ Support the show…
Description Holst's The Planets: Astrology, Emotion, and Musical Genius in 60 Seconds. Take a minute to get the scoop! Fun Fact Gustav Holst's The Planets transforms astrological symbolism into a stunning orchestral journey. Each movement captures the unique emotional essence of a planet, showcasing Holst's innovative orchestration and introspective artistry. With its groundbreaking techniques and universal themes, the suite remains a timeless masterpiece of imagination, depth, and musical storytelling. __________________________________________________________________ About Steven, Host Steven is a Canadian composer & actor living in Toronto. Through his music, he creates a range of works, with an emphasis on the short-form genre—his muse being to offer the listener both the darker and more satiric shades of human existence. If you're interested, please check out his music website for more. Member of the Canadian League Of Composers. __________________________________________________________________ You can FOLLOW ME on Instagram. 👋 Please Buy Me A Coffee 🤓☕️ Support the show…
Description Erik Satie: The Velvet Gentleman of Musical Eccentricity in 60 Seconds. Take a minute to get the scoop! Fun Fact Erik Satie’s first known composition, Allegro (1884), reflects the young composer’s early exploration of classical piano forms. Though relatively conventional compared to his later experimental works, it hints at his developing style. Satie’s distinctive voice, blending simplicity and eccentricity, would soon emerge, marking him as a true musical original. __________________________________________________________________ About Steven, Host Steven is a Canadian composer & actor living in Toronto. Through his music, he creates a range of works, with an emphasis on the short-form genre—his muse being to offer the listener both the darker and more satiric shades of human existence. If you're interested, please check out his music website for more. Member of the Canadian League Of Composers. __________________________________________________________________ You can FOLLOW ME on Instagram. 👋 Please Buy Me A Coffee 🤓☕️ Support the show…
Description Arnold Schoenberg: The Maverick Composer with a Fear of 13 in 60 Seconds. Take a minute to get the scoop! Fun Fact Arnold Schoenberg's most famous piece, Pierrot Lunaire (1912), is a groundbreaking work blending atonal music with Sprechstimme —a vocal style between speaking and singing. Featuring a haunting mix of chamber instruments and surreal poetry, it redefined modern music, capturing the eerie, fragmented emotions of early 20th-century expressionism. __________________________________________________________________ About Steven, Host Steven is a Canadian composer & actor living in Toronto. Through his music, he creates a range of works, with an emphasis on the short-form genre—his muse being to offer the listener both the darker and more satiric shades of human existence. If you're interested, please check out his music website for more. Member of the Canadian League Of Composers. __________________________________________________________________ You can FOLLOW ME on Instagram. 👋 Please Buy Me A Coffee 🤓☕️ Support the show…
Description The Haunting Brilliance of Bach’s Toccata and Fugue in D Minor in 60 Seconds. Take a minute to get the scoop! Fun Fact The exact date and location of Bach’s Toccata and Fugue in D Minor premiere remain unclear, but it likely debuted in the early 1700s, showcasing Bach’s virtuosity as an organist. Originally performed on a church organ, its dramatic opening and intricate fugue highlighted his mastery of Baroque composition and improvisation. __________________________________________________________________ About Steven, Host Steven is a Canadian composer & actor living in Toronto. Through his music, he creates a range of works, with an emphasis on the short-form genre—his muse being to offer the listener both the darker and more satiric shades of human existence. If you're interested, please check out his music website for more. Member of the Canadian League Of Composers. __________________________________________________________________ You can FOLLOW ME on Instagram. 👋 Please Buy Me A Coffee 🤓☕️ Support the show…
Description The Soulful Majesty of St. Matthew Passion in 60 Seconds. Take a minute to get the scoop! Fun Fact Bach’s St. Matthew Passion premiered on Good Friday, April 11, 1727, at St. Thomas Church in Leipzig. Performed as part of the church service, its emotional depth and intricate structure made a lasting impression. Though initially modest in reception, it later gained recognition as one of Bach’s greatest masterpieces. __________________________________________________________________ About Steven, Host Steven is a Canadian composer & actor living in Toronto. Through his music, he creates a range of works, with an emphasis on the short-form genre—his muse being to offer the listener both the darker and more satiric shades of human existence. If you're interested, please check out his music website for more. Member of the Canadian League Of Composers. __________________________________________________________________ You can FOLLOW ME on Instagram. 👋 Please Buy Me A Coffee 🤓☕️ Support the show…
Description Silent Night: The Humble Song That Captured the World in 60 Seconds. Take a minute to get the scoop! Fun Fact The Silent Night Chapel in Oberndorf, Austria, stands on the site where Silent Night was first performed in 1818. Built in 1937 after the original church was destroyed, it honors the carol’s creation by Joseph Mohr and Franz Xaver Gruber. The chapel hosts a special Christmas service each year. __________________________________________________________________ About Steven, Host Steven is a Canadian composer & actor living in Toronto. Through his music, he creates a range of works, with an emphasis on the short-form genre—his muse being to offer the listener both the darker and more satiric shades of human existence. If you're interested, please check out his music website for more. Member of the Canadian League Of Composers. __________________________________________________________________ You can FOLLOW ME on Instagram. 👋 Please Buy Me A Coffee 🤓☕️ Support the show…
Description The Mystery and Majesty of 'O Come, All Ye Faithful' in 60 Seconds. Take a minute to get the scoop! Fun Fact A fun fact about O Come, All Ye Faithful is that it’s sometimes called the “Portuguese Hymn.” Legend has it that it was performed at the Portuguese royal chapel, leading some to mistakenly believe it originated there. This international mix-up only adds to its enduring charm and intrigue! __________________________________________________________________ About Steven, Host Steven is a Canadian composer & actor living in Toronto. Through his music, he creates a range of works, with an emphasis on the short-form genre—his muse being to offer the listener both the darker and more satiric shades of human existence. If you're interested, please check out his music website for more. Member of the Canadian League Of Composers. __________________________________________________________________ You can FOLLOW ME on Instagram. 👋 Please Buy Me A Coffee 🤓☕️ Support the show…
Description Celebrating 200 Episodes & Anton Bruckner (born 1824) in 60 Seconds. Take a minute to get the scoop! Fun Fact Anton Bruckner’s Symphony No. 4 in E-flat major, known as the "Romantic," is his most famous work. Celebrated for its majestic themes, sweeping orchestration, and evocative depiction of nature and medieval life, it captures Bruckner's deep spirituality and dramatic vision, solidifying his place among the great symphonic composers of the Romantic era. __________________________________________________________________ About Steven, Host Steven is a Canadian composer & actor living in Toronto. Through his music, he creates a range of works, with an emphasis on the short-form genre—his muse being to offer the listener both the darker and more satiric shades of human existence. If you're interested, please check out his music website for more. Member of the Canadian League Of Composers. __________________________________________________________________ You can FOLLOW ME on Instagram. 👋 Please Buy Me A Coffee 🤓☕️ Support the show…
Description The Plot of Madame Butterfly in 60 Seconds. Take a minute to get the scoop! Fun Fact The most famous aria from Madame Butterfly is "Un bel dì, vedremo" ("One Fine Day, We'll See"). Sung by Cio-Cio-San (Madame Butterfly), it expresses her unwavering hope for her husband's return. This poignant aria is a masterpiece of longing and optimism, beautifully showcasing Puccini's emotional depth and melodic genius. __________________________________________________________________ About Steven, Host Steven is a Canadian composer & actor living in Toronto. Through his music, he creates a range of works, with an emphasis on the short-form genre—his muse being to offer the listener both the darker and more satiric shades of human existence. If you're interested, please check out his music website for more. Member of the Canadian League Of Composers. __________________________________________________________________ You can FOLLOW ME on Instagram. 👋 Please Buy Me A Coffee 🤓☕️ Support the show…
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The Classical Music Minute
Description The Soulful Journey of the Oboe: From Ancient Reeds to Modern Mastery in 60 Seconds. Take a minute to get the scoop! Fun Fact One of the most famous pieces for oboe is Alessandro Marcello’s Oboe Concerto in D minor. Composed in the early 18th century, this Baroque gem highlights the oboe’s lyrical and expressive qualities. The slow, emotive Adagio movement is particularly beloved, showcasing the instrument’s ability to sing with haunting beauty. Often performed and recorded, the concerto remains a favorite in the oboe repertoire, offering both technical brilliance and profound emotional depth. __________________________________________________________________ About Steven, Host Steven is a Canadian composer & actor living in Toronto. Through his music, he creates a range of works, with an emphasis on the short-form genre—his muse being to offer the listener both the darker and more satiric shades of human existence. If you're interested, please check out his music website for more. Member of the Canadian League Of Composers. __________________________________________________________________ You can FOLLOW ME on Instagram. 👋 Please Buy Me A Coffee 🤓☕️ Support the show…
Description From Bone to Brilliance: The Flute’s Fabulous Evolution in 60 Seconds. Take a minute to get the scoop! Fun Fact One of the most iconic classical pieces for the flute is Claude Debussy's "Prélude à l'après-midi d'un faune" (1894). This masterpiece opens with an enchanting flute solo, evoking the dreamy musings of a faun in a sunlit glade. The delicate, flowing melody pushes the flute’s expressive range, blending impressionistic colours with ethereal charm. Revolutionary for its time, the piece redefined orchestral music and remains a cornerstone for flutists, captivating audiences with its hypnotic beauty. __________________________________________________________________ About Steven, Host Steven is a Canadian composer & actor living in Toronto. Through his music, he creates a range of works, with an emphasis on the short-form genre—his muse being to offer the listener both the darker and more satiric shades of human existence. If you're interested, please check out his music website for more. Member of the Canadian League Of Composers. __________________________________________________________________ You can FOLLOW ME on Instagram. 👋 Please Buy Me A Coffee 🤓☕️ Support the show…
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