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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…
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Content provided by Pure Trance Sessions. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Pure Trance Sessions 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.
Trance from around the globe with dj's Suzy Solar, Carolin, Laura May and Westerman & Oostink.
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10 episoade
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Manage series 3005149
Content provided by Pure Trance Sessions. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Pure Trance Sessions 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.
Trance from around the globe with dj's Suzy Solar, Carolin, Laura May and Westerman & Oostink.
…
continue reading
10 episoade
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Pure Trance Sessions
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1 Westerman & Oostink pres. Pure Trance Sessions 692 (Classix 2024 Yearmix) 1:00:00
1:00:00
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Westerman & Oostink pres. Pure Trance Sessions 692 (Classix 2024 Yearmix) 01. Minimalistix Close Cover (Airscape Remix) | CD-R 02. Tranquility Base Razorfish (Above & Beyond Full On Mix) | Anjunabeats 03. 8 Wonders Fading Memories | A State Of Trance 04. Jordan & Baker Explode (Marc van Linden Remix) | TRAK MUSIC 05. Foreign Force Ozone | A State Of Trance 06. Dave202 Louvre | ARVA 07. Billy Hendrix Body Shine (Club Version) | Armada Music Albums 08. Floyd Come 2 Gether | Spinnin' Records 09. John Rees vs. Helios Beta Blocker (Jr Trance Mix) | Mindworx 10. Klubbheads Let The Party Begin (Green Court Remix) | Klubbkontrol…
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Pure Trance Sessions
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1 Miss Cortex pres. Pure Trance Sessions 691 1:00:00
1:00:00
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Miss Cortex pres. Pure Trance Sessions 691 01. AlterEmotion Te Esperare (Elissandro Remix) | Your Melodies 02. C-System ft. Hanna Finsen Surrender | Amsterdam Trance Records 03. Craig Conelly, Alina Renea, Nicholas Gunn Miss You (Extended Remix) | Blue Dot Trance 04. RAM ft. Roxanne Emery Echeos (Craig Conelly Remix) | Black Hole Recordings 05. Daniele Filaretti (Re)Purpose (Extended Remix) | Aerodynamica Music 06. Jody Poye, Petereese Bed Of Roses (Vocal Mix) | Beyond The Stars Reborn 07. Laucco Blue Moon Of Josephine | Aerodynamica Music 08. Jochen Gareth First Impulse (State 72 Extended) | Aerodynamica Music 09. Etasonic Wonder Of This Planet | Defcon Recordings…
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Pure Trance Sessions
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1 Laura May pres. Pure Trance Sessions 690 1:00:00
1:00:00
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Laura May pres. Pure Trance Sessions 690 01. Tom Exo Dare To Dream Big (Extended Mix) | Suanda Dark 02. Dennis Sheperd, Kita Outer Space (Sean Tyas Extended Remix) | Black Hole Recordings 03. DJ X-Tromic Planetary Orbit (Extended Mix) | Think Trance 04. Headstrong ft. Stine Grove Tears (Laura May Bootleg Remix) | CD-R 05. Greg Downey Roulette (Extended Mix) | VII 06. Hans Zimmer Tick-Tock (Mark Sherry Remix) | CD-R 07. U-Mount and Trance Reserve In Your Mind (Extended Mix) | Trance Reserve Music 08. Andrea Ribeca Around You (Extended Mix) | FSOE 09. AIWEN Connection (Extended Mix) | 2Rock Uplifting 10. May-i Control Your Thoughts (Extended Mix) | Rubber Duck Recordings 11. David Forbes The Lies (Extended Mix) | Outburst Records 12. Steve Blake I Get A Rush (Phutek Extended Remix) | HTE Recordings 13. Ryan K & Laura May Oh My! (Extended Mix) | Damaged Records 14. Indecent Noise 303 Bastard (Extended Mix) | Calamity…
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Pure Trance Sessions
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1 Suzy Solar pres. Pure Trance Sessions 689 1:00:00
1:00:00
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Suzy Solar pres. Pure Trance Sessions 689 01. Layton Giordani, Eli Brown, OFFAIAH When I Push (Extended Mix) | Drumcode 02. Eelke Kleijn Transmission (Nifra Hypermix Bootleg) | CD-R 03. Lysa Chain Concrete Angel (Extended Mix) | Reload Black Label 04. Key4050 & Plumb I Love You (Karney Extended Dark Dub) | Armind 05. Simon Patterson Do Do Do (Extended Mix) | Armada Music 06. Steve Dekay Magical Music (Extended Remix) | Amon Vision 07. Harshil Kamdar ft. Jordan Grace Love Again (Extended Mix) | Amsterdam Trance Records 08. Ralphie B & Frank Waanders pres. Collide1 Quantum Shift (Extended Mix) | FSOE 09. Steve Allen Rise Like A Phoenix (Extended Mix) | Uplift Recordings 10. The R.Y.E Speaking In Silence (Adam Taylor Remix) | Cheeky Tracks 11. Guava Project Way Of Life (Extended Mix) | Reason II Rise 12. Craig Connelly Nathan's Song (Extended Mix) | Higher Forces Records 13. Alan Fullmer ft. Maia Swan Sunshine In The Rain (Extended Mix) | AVA White…
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Pure Trance Sessions
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1 Westerman & Oostink pres. Pure Trance Sessions 688 1:00:00
1:00:00
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Westerman & Oostink pres. Pure Trance Sessions 688 01. Candle Di & Tycoos The Way We Lead (Extended Mix) | 2Rock Recordings 02. Mostfa & Mostfa vs. Emanuele Congeddu Last Moment (Sunset Remix) | Aerodynamica Music 03. Tone In Your Name (Extended Mix) | Synchronized Muzik 04. Adam Ellis ft. Aylin Tears Of Lys | ARVA 05. Lost Witness & Laura Ly Weight Of The World (Mark Versluis Extended Remix) | 2Rock Recordings 06. Planisphere Deep Blue Dream | Bonzai Classics 07. tranzLift Time (Extended Mix) | Abora Recordings 08. CANE & DAYWALKER, Ayda van Helden, Joyline Snow Forget About The Past (Extended Dub) | Abora Recordings 09. Elgfrothi Disbelive | Endlessky Audio 10. RYDEX Reflection | TFB Records 11. Ruslan Radriges, Alexander Turok, WhiteLight Unstoppable (Extended Mix) | 2Rock Recordings 12. Armin van Buuren Be In The Moment (ASOT 850 Anthem) | A State Of Trance…
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Pure Trance Sessions
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1 Miss Cortex pres. Pure Trance Sessions 687 1:00:00
1:00:00
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Miss Cortex pres. Pure Trance Sessions 687 01. Etasonic & Dany G Flying In A Dream (Sentimental Mix) | Abora Recordings 02. Dan Iwan & Miss Cortex ID | CD-R 03. Robby Seid Touch Of Memory (Extended Mix) | Find Your Harmony 04. Maor Levi, Iian Bluestone, Emma Hewit Now We Are Free | Black Hole Recordings 05. DreamLife Mountain Waterfall | Abora Recordings 06. Talla 2XLC, Maria Naylor Love Waits (Extended Mix) | Amsterdam Trance Records 07. Alex M.O.R.P.H., A.R.D.I. Guadalupe (Extended Mix) | FSOE 08. DJ Dean & DJ Fait Euphoria | Dean Beatz 09. Kaimo K, Sarah Russel Be My Guide (Stargaters Extended Mix) | Amsterdam Trance Records 10. Kita-Kei Aquamarine (Extended Mix) | Uplift Recordings 11. Ciro Visione, Toregualto Epico (Extended Mix) | Phoenix Recordings…
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Pure Trance Sessions
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1 Laura May pres. Pure Trance Sessions 686 1:00:00
1:00:00
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Laura May pres. Pure Trance Sessions 686 01. Sergey Salekhov & Andrew Mirt & Sandro Mireno Triada (Extended Mix) | Abora Recordings 02. Brian McCalla, James Black Presents & Sinéad McCarthy Eclipse Of The Sun (Pierre Pienaar Remix) | Pure Trance NEON 03. DJ X-Tromic & Sunryz Time Machine (Extended Mix) | Phoenix Recordings 04. Nik Andre Peace Tranquility & Harmony (DJ Tony Magic Extended) | 2Rock B Side 05. Nico Hartt & Belinda Mako Suave (Extended Mix) | Radiation Recordings 06. Wavetraxx & Hypersia & NELLY TGM Ballet Dancer (Wavetraxx Extended Mix) | Interplay Unity 07. Klaus Kaz Don't Forget Me (Extended Mix) | Outburst Twilight 08. Allen Watts & Awaken Protocol (Extended Mix) | Subculture 09. David Forbes Vulcan (Extended Mix) | FSOE 10. Talla 2XLC pres. RRAW! Adagio For Strings (Extended Mix) | Technoclub Pure 11. Laura May Warning May Contain Drums (Extended Mix) | Rubber Duck Recordings 12. Mauro Picotto & Riccardo Ferri New Time New Place | Armada Music 13. Steve Dekay Massive (Extended Mix) | Interplay Records…
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