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1 Understanding the Elegant Math Behind Modern Machine Learning 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…
MoonShadow
Manage episode 409117496 series 99514
Indhold leveret af MaasNeotek.com. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af MaasNeotek.com eller deres podcastplatformspartner. Hvis du mener, at nogen bruger dit ophavsretligt beskyttede værk uden din tilladelse, kan du følge processen beskrevet her https://da.player.fm/legal.
Musique Mécanique par le Théâtre Électrique ::
"Moonshadow" by Cat Stevens
Lyrics ::
I'm being followed by a Moonshadow
Moonshadow, Moonshadow
Stealing my smokes and hubcaps, Moonshadow
Moonshadow, Moonshadow
At first I tried to call the cops
They hung up, called me nuts
And then I texted Special Ops
And they said, "Jump in a lake," and go fuck yourself
So if I ever find a rock
Wnen this Moon follows me
Oh, if I ever find a rock
Oh, I will bash the face of this Moon asshole
Oh, I'm being followed by a Moonshadow
Moonshadow, Moonshadow
Stay the fuck away from me, you Moonshadow
Moonshadow, Moonshadow
And if I find a Neutron Bomb
I won't pause and I won't frown
Oh, if I find a Neutron Bomb
Oh, I will bring death down on Moonshadow Town
And if I'm ever at the beach
And I sense Moons undersea
And if I'm ever at the beach
I will raise Tidal Waves until you drown
How did you even find me?
Facebook or Instagram?
Why do you even stalk me?
What did I ever do to moons?
Oh, you're a fucking bastard, Moonshadow
Moonshadow, Moonshadow
Touch me and I'll kick your ass, Moonshadow
Moonshadow, Moonshadow
Moonfucker, Moonfucker
50 episoder
Manage episode 409117496 series 99514
Indhold leveret af MaasNeotek.com. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af MaasNeotek.com eller deres podcastplatformspartner. Hvis du mener, at nogen bruger dit ophavsretligt beskyttede værk uden din tilladelse, kan du følge processen beskrevet her https://da.player.fm/legal.
Musique Mécanique par le Théâtre Électrique ::
"Moonshadow" by Cat Stevens
Lyrics ::
I'm being followed by a Moonshadow
Moonshadow, Moonshadow
Stealing my smokes and hubcaps, Moonshadow
Moonshadow, Moonshadow
At first I tried to call the cops
They hung up, called me nuts
And then I texted Special Ops
And they said, "Jump in a lake," and go fuck yourself
So if I ever find a rock
Wnen this Moon follows me
Oh, if I ever find a rock
Oh, I will bash the face of this Moon asshole
Oh, I'm being followed by a Moonshadow
Moonshadow, Moonshadow
Stay the fuck away from me, you Moonshadow
Moonshadow, Moonshadow
And if I find a Neutron Bomb
I won't pause and I won't frown
Oh, if I find a Neutron Bomb
Oh, I will bring death down on Moonshadow Town
And if I'm ever at the beach
And I sense Moons undersea
And if I'm ever at the beach
I will raise Tidal Waves until you drown
How did you even find me?
Facebook or Instagram?
Why do you even stalk me?
What did I ever do to moons?
Oh, you're a fucking bastard, Moonshadow
Moonshadow, Moonshadow
Touch me and I'll kick your ass, Moonshadow
Moonshadow, Moonshadow
Moonfucker, Moonfucker
50 episoder
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