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TechSurge: Deep Tech VC Podcast


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 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 Freshman Class
Manage episode 435658671 series 2549889
Вміст надано Don's Basement Tapes. Весь вміст подкастів, включаючи епізоди, графіку та описи подкастів, завантажується та надається безпосередньо компанією Don's Basement Tapes або його партнером по платформі подкастів. Якщо ви вважаєте, що хтось використовує ваш захищений авторським правом твір без вашого дозволу, ви можете виконати процедуру, описану тут https://uk.player.fm/legal.
From the Acme Studios in Mayville, Wisconsin. It's Back to School time, and we are welcoming the Freshman Class. The best of the Debut albums, with deep tracks of Vintage Rock from Bad Company, Molly Hatchet, Montrose, Ted Nugent and more.
…
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500 епізодів
Manage episode 435658671 series 2549889
Вміст надано Don's Basement Tapes. Весь вміст подкастів, включаючи епізоди, графіку та описи подкастів, завантажується та надається безпосередньо компанією Don's Basement Tapes або його партнером по платформі подкастів. Якщо ви вважаєте, що хтось використовує ваш захищений авторським правом твір без вашого дозволу, ви можете виконати процедуру, описану тут https://uk.player.fm/legal.
From the Acme Studios in Mayville, Wisconsin. It's Back to School time, and we are welcoming the Freshman Class. The best of the Debut albums, with deep tracks of Vintage Rock from Bad Company, Molly Hatchet, Montrose, Ted Nugent and more.
…
continue reading
500 епізодів
Усі епізоди
×From the Acme Studios in Mayville, Wisconsin. It was the year that Chicago serial killer John Wayne Gacy was arrested, the Susan B. Anthony dollar was introduced, the cartoon Garfield premiered, WKRP hit the airwaves on CBS, Grease, Animal House, Halloween, and Superman were on the big screen, and we bought new vinyl from Rainbow, The Who, AC/DC, and Rush. It was the year that was, 1978.…
From the Acme Studios in Mayville, Wisconsin. It's Oscar Time! And as they hand out the Acaademy Awards, we're saluting Soundtracks That Rock. Featuring deep tracks of Vintage Rock from Queen, Steely Dan, The Beatles, Pink Floyd and more.
From the Acme Studios in Mayville, Wisconsin. Shakespeare said it best. The eyes are the window to the soul. Let's put Bill's statement to the test. Deep tracks of Vintage Rock that you can see, from The Alan Parsons Project, Night Ranger, Jethro Tull, The Moody Blues and more.
From the Acme Studios in Mayville, Wisconsin. In honor of the Philadelphia Eagles winning Super Bowl LIX (59 for you non-Romans), we are presenting Things with Wings. Featuring deep tracks of Vintage Rock from Pink Floyd, The Eagles, Rush, The Alan Parsons Project and more.
From the Acme Studios in Mayville, Wisconsin. It was the year that 7 Watergate indictments were handed down, People magazine made it's debut, and Deep Purple headlined the California Jam. On the Big Screen, we watched Blazing Saddles, Young Frankenstein, and The Godfather, Part Two.And we bought new vinyl from Bad Company, Supertramp, Lynyrd Skynyrd, and a new band called Judas Priest. It was the year that was, 1974.…
It's Grammy Awards season, and while many Vintage Rockers did go home with a Gramaphone, many didn't. Now, we'll salute those that came up empty. Deep tracks of Vintage Rock from Queen, Lynyrd Skynyrd, The Who, Jimi Hendrix and more. This is the "...And The Winner Isn't" episode.
There are those that consider 1975 to be one of the greatest years in music. Some of the greatest albums were released that year, but there were a small number of them that you had to have in your collection. Albums wth Deep tracks from Aerosmith, Rush, Paul McCartney and Wings, Queen and more. These albums are celebrating their 50th anniversary this year. They are known as "The Essentials".…
From the Acme Studios in Mayville, Wisconsin. The Holidays are over and its time to Pay the Piper! Deep pocket tracks of Vintage Rock from The Kinks, AC/DC, REO Speedwagon, The Alan Parson Project and more.
From the Acme Studios in Mayville, Wisconsin. We shoved '24 out the door, and we welcome 2025, with the New Years Baby Edition. Featuring deep tracks of Vintage Rock from Ted Nugent, Sammy Hagar, Led Zeppelin, Dave Mason and more.
From the Acme Studios in Mayville, Wisconsin. I guess you could call it, "Songs You Won't Hear On The Hallmark Channel". We prefer "A Not So Silent Night" Our annual Christmas show, featuring Holiday tunes from Cheap Trick, Jethro Tull, Bryan Clarke Lubeck , The Trans Siberian Orchestra and more.
From the Acme Studio. It was the year that America celebrated it's 200th Birthday, Apple Computer Company was formed in California, Jimmy Carter was elected President, Rocky, Taxi, and The Outlaw Josie Wales were on the big screen, and we bought new yinyl from Bad Company, Rainbow, Blue Oyster Cult, and AC/DC. It was the year that was, 1976.…
From the Acme Studios in Mayville, Wisconsin. The Holiday Shopping Season is underway, and as everyone checks their lists, we thought it would be the perfect time to roll out Artists that Sold Out and used their songs to help Madison Avenue. Featuring deep tracks of Vintage Rock from Canned Heat, The Who, Judas Priest, The Beatles and more.…
From the Acme Studios in Mayville, Wisconsin. Do you feel like a spoke in a great big wheel? Like a tiny blade of grass in a great big field? Just another consensus on the street? Feeling like a number? We have a show for you. Songs and artists with numbers in the title, featuring Deep Tracks of Vintage Rock from Robert Plant, Bob Seger and the Silver Bullet Band, The Who, Queen and more.…
From the Acme Studios in Mayville, Wisconsin. It was the year that brought the end of the Vietnam War, the World Trade Center officially opened, Secretariat won the Triple Crown, The Exorcist, The Sting, and American Graffiti were in the Big Screen, and we bought new albums from The Doobie Brothers, Led Zeppelin, Queen and Pink Floyd. It was the year that was 1973.…
From the Acme Studios in Mayville, Wisconsin. It's all about time we turn the clocks back an hour this weekend. Featuring deep tracks of Vintage Rock from The Rolling Stones, Rush, The Zombies, Grand Funk Railroad and more.
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