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Understanding the Elegant Math Behind Modern Machine Learning 1:14:43

8 dagen geleden1:14:43

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1:14:43

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…

We're Still Standing

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What's it like to be caught up in the juvenile justice system as a child? Formerly incarcerated youth share their journeys of hope and courage.

24 afleveringen

#Non-Profit #Business #Every Youth Every Facility

We're Still Standing

updated ongeveer een jaar geleden

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What's it like to be caught up in the juvenile justice system as a child? Formerly incarcerated youth share their journeys of hope and courage.

24 afleveringen

#Non-Profit #Business #Every Youth Every Facility

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Second Chances 51:10

44 weeks geleden51:10

51:10

What do second chances provide young people in our juvenile justice system? During Second Chance Month, Administrator Liz Ryan of the Office of Juvenile Justice and Delinquency Prevention, U.S. Department of Justice, sat down with host Scott Larson, and guests Tristan, Nate and Kyle, to focus on their lived experience in the juvenile justice system, their vision for ever-better services and support, and the reality that many children at risk need first chances to help them stay out of the system altogether. This document was prepared under Cooperative Agreement Number 15PJDP-23-GK-02210-SCAX from the Office of Juvenile Justice and Delinquency Prevention, Office of Justice Programs, U.S. Department of Justice. The opinions, findings, conclusions, or recommendations expressed in this document are those of the authors and do not necessarily represent the official position or policies of the U.S. Department of Justice.…

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Yvan: Full Participation 29:00

1 year geleden29:00

29:00

So many times, young people in the juvenile justice system begin living their labels. Labels like "born for trouble, slow learner, just like your father..." These labels have huge impact. In Ready4Life, Yvan discovered that the key to changing his situation was changing his mindset. BONUS: Hear one of Yvan's music tracks in the outro of this episode!…

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Kyle: Vision 22:15

1 year geleden22:15

22:15

For youth who are leaving lock-up, the emphasis on all they things they must avoid in order to stay out of trouble can seem like a big list of "NO's". But when they have a vision for life, they have the opportunityt to say "YES" and move forward into a new future. In this episode, Kyle shares what it takes to pursue a vision in life. Things like focus, commitment and trust.…

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Christian: Thinking About My Thinking 29:40

1 year geleden29:40

29:40

Growing up, Christian didn't have many role models. He learned what he could from the streets he grew up on. When he participated in Ready4Life, he discovered that unresolved issues become repeat thought patterns. Today he's sharing what it means to make peace, let go, and forgive. Including a life-changing conversation with his mother.…

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Alex: Strongholds 29:53

1 year geleden29:53

29:53

Traumatic events in childhood left Alex wondering who he could trust. He started pushing people away to protect himself. It was a survival strategy that became a stronghold. Today he's challenging this stronghold and discovering new ways to navigate relationships.

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Kyle: Trust 18:07

2 years geleden18:07

18:07

Growing up, Kyle says he always had a goal in life, but never had a reason to follow it. Today he shares how Ready4Life helped him define his vision and discover the power of trust.

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Joey: "Good Luck with That Kid!" 43:27

3 years geleden43:27

43:27

Joey was locked up at age 15, and remembers people saying things like "Joey Berry?! Good luck with that kid!" Not many people had faith in Joey at that time in his life -- but he'll never forget the few that did.

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Nickolas, Part 2: Finish Strong 18:13

3 years geleden18:13

18:13

"Even if you start wrong, you can finish strong. When you look at my story, there’s really no ingredients for success. That’s what I want to let the world know, it doesn’t matter…there is redemption.” Part 2 of an incredible conversation with Nickolas DeJarnette, successful businessman, job creator, speaker, husband, father…and an inspiration to anyone who hears his story. If you haven’t listened to part 1 of Episode 5, you may want to go back and start at the beginning.…

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Nickolas, Part 1: Even if you start wrong... 23:53

3 years geleden23:53

23:53

Nick says that from his earliest memory, life played out like a cautionary tale rather than the preamble to an eventual success story. His formative years were the stuff of nightmares that included bouncing from youth care and foster homes to shoot-outs, prostitution and murder. It wasn't long before Nick joined what he calls "the family business" and followed an example that had only one of two outcomes; prison or the mortuary. Until an encounter with God changed everything.…

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Durell, Part 3: Finding True Freedom 19:03

3 years geleden19:03

19:03

Re-entry was rough for Durell. As he says “A lot of people were skeptical of me because I was released to the same community that I was just terrorizing.” But thanks to some good mentors, Durell experienced community that wasn’t criminal-related. Community that helped him live freely and purposefully.…

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Durell, Part 2: What Was the Truth? 14:11

3 years geleden14:11

14:11

Now in prison, Durell did not want to be where he was at. He could feel the weight of the hopelessness, depression and anger that surrounded him. He began to search for spiritual truth. In this episode, Durell shares what he discovered.

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Durell, Part 1: Man of the House 21:15

3 years geleden21:15

21:15

When his father went to jail, Durell became the man of the house - at age 10. Looking back, he recognizes that he was simply a hurt, angry child trying to assume adult responsibilities. Hear how that played out in his life.

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Don't Talk? Learning How and When to Open Up 32:59

3 years geleden32:59

32:59

Often we're told to keep family matters private -- what happens at home stays at home . But sometimes the secrets we keep are harming us. Andre grew up in a home with a "don't talk" rule. Hear his story and how he learned that being heard can be healing.

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Forgiving my Father 26:49

3 years geleden26:49

26:49

Life lessons learned in lock-up: While Jason was growing up, his mother struggled to support their family while his father battled an addiction. Life got even more challenging when his father was sent to jail. As the years went by, Jason's frustration and resentment led him into troubles of his own. Eventually he found himself locked up in the same jail as his father. Hear what happened next.…

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Learning to Forgive 24:49

3 years geleden24:49

24:49

Life lessons learned in lock-up: Growing up in an abusive home, Olivia decided that to survive she would "hurt you before you could hurt me". She used her anger to protect herself as she was bounced in and out of lock-up. But that all changed when she discovered the true power of forgiveness. Today, she's sharing her remarkable journey with us.…

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