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…
CrossFit receives criticism for being inherently dangerous and therefore leads to injuries. The unresolved debate is whether these accusations hold any merit. This episode covers a study that looks into injuries in extreme conditioning programming and helps us get closer to concluding this argument.
Most gym rats and athletes have heard of and used arginine to improve their performance. The problem is, science has not been able to show the efficacy of arginine for trained individuals. This episode we cover one of the "corner stone" studies of arginine supplementation for athletes.
Military personnel and law enforcement officers are some of the most over looked athletes when it comes to strength and conditioning. When working with these operators you face a unique set of pain points that you do not see with field athletes. This episode covers exactly what to expect when working with such selfless individuals.…
Miraculously enough, the more powerful athletes tend to rise to the top. Being powerful is essential to being a successful athlete in many different sports. Learning how, and more importantly when, to develop power is what this episode covers.
On episode 1 we review a study on the effectiveness of the deadlift exercise as a modality of reducing lower back pain. Many athletes shy away from deadlifting when they are rehabilitating their lower back but that may be the least optimal approach.
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