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

約 5 日前1:14:43

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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 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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14: Stolen Identity | True Stories of Fake Identity 33:05

約 4 年前33:05

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33:05

Your identity is what makes you, you. What happens when someone steals your identity and starts to claim they are you? What kind of damage can be done? That's what we talk about today on Cautionary Tales with Harper!Cautionary Tales With Harper による

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13: Twins & Psychic Connections 29:16

約 4 年前29:16

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29:16

Twins… Two people, that share the same genetic codes, right? Or, Could there be more to it? A connection that runs deeper than DNA… A supernatural Connection? That’s Today on Cautionary Tales With Harper.Cautionary Tales With Harper による

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12: Famous Mysteries Explained! 31:37

約 4 年前31:37

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31:37

The world is filled with mysteries… many of which have been solved, yet most people have no idea!! Today we examine some of the world's most famous mysteries on Cautionary Tales With Harper!Cautionary Tales With Harper による

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11: Family Secrets | Dark Family Stories 36:19

約 4 年前36:19

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36:19

Family Secrets… From selling your children to arranged marriages to going after your father with an ax! Some things just shouldn’t be talked about… but that’s what we’re discussing today on Cautionary Tales with Harper!Cautionary Tales With Harper による

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10: Dangers of Dream Vacations 42:54

約 4 年前42:54

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42:54

What do you do when your loved one goes mission on a vacation? Who took them? Did they fall, victim to a tragic accident? There are countless stories of what should have been dream vacations, turning into vacation nightmares. That's what we discuss today on Cautionary Tales With Harper.Cautionary Tales With Harper による

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9: Robert The Doll 32:00

約 4 年前32:00

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32:00

Is a doll just a toy? Or could it be something more, something with its own feelings, personality, and goals? What if one of those goals is murder? Today, the story of Robert the Doll on cautionary tales with harper.Cautionary Tales With Harper による

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8: Strange Phenomena 39:02

約 4 年前39:02

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39:02

Our planet is filled with mysterious sights, sounds, and experiences. Rocks that move by themselves through the desert. Frogs that rain from the sky… And more… Strange Phenomena today on Cautionary Tales With HarperCautionary Tales With Harper による

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10: Don't Eat Tie Pods!! | Best of Cautionary Tales With Harper 28:57

約 4 年前28:57

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28:57

Don’t Eat Tide Pods For some reason… Some people thought it would be “FUN” to ingest Tide Pods. If they only knew what would happen AFTER they took a bite! Today, what REALLY HAPPENS to your body when you eat detergent pods? That’s today on Cautionary Tales With Harper!Cautionary Tales With Harper による

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10: Dangerous Toy Stories! | Best of Cautionary Tales With Harper 33:01

約 4 年前33:01

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33:01

PUFFER FISH, CHEESE MADE BY WORMS… or CHERRY PITS? Today we learn about dangerous foods! Mom always says, finish your plate! But what if your plate is filled with things like PUFFER FISH, CHEESE MADE BY WORMS… or CHERRY PITS? Dangerous foods, today on Cautionary Tales With Harper!Cautionary Tales With Harper による

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8: Strange Cities | Who Would Live Here? 30:38

約 4 年前30:38

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30:38

A town with an eternal fire burning beneath it?! A city where everyone lives in the same building? A village with two million souls??? But they are ALL died? These are just some of the unusual places some call home. Today… Strange Cities on Cautionary Tales With Harper.Cautionary Tales With Harper による

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7: How to Sink The Titanic 31:46

約 4 年前31:46

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31:46

They called the ship of dreams… BUT…. IT Wasn’t… it really Wasn’t…. On its maiden voyage, struck an iceberg killing more than 1500 people. But what went wrong besides hitting a massive ice cube in the ocean? The Sinking of The Titanic, Today on Cautionary Tales With Harper.Cautionary Tales With Harper による

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5: Be Careful Where You Live 32:54

約 4 年前32:54

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32:54

Home, it’s a place that’s supposed to make you feels safe and secure. But what happens if you find out your home was once the scene of a horrible murder, demonic haunting, or a gangster hideout? Today, be careful of the house you call home… On Cautionary Tales With HarperCautionary Tales With Harper による

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6: Brain Eating Bugs | Best of Cautionary Tales With Harper 26:08

約 4 年前26:08

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26:08

Bugs… Sometimes they can be cute and exciting. OTHER TIMES THEY MAY BE ON A MISSION TO ENTER YOUR BODY, THROUGH YOUR EAR TO EAT YOUR BRAIN!!!! Or are they? Brain-Eating Bugs! Today on Cautionary Tales With Harper!Cautionary Tales With Harper による

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4: Be Careful Who Your Friends Are 30:44

約 4 年前30:44

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30:44

Friends. Some will always be by your side, but they also have their own secrets too. Some secrets may be harmless, like a secret crush. However, some go deep and much darker than that… all the way to murder. Today, Be Careful Who Your Friends Are, On Cautionary Tales With HarperCautionary Tales With Harper による

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3: How to Survive The Wild West 26:44

約 4 年前26:44

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26:44

Let's say you could go back in time to live in the wild west! Or, let's say the world just reverts back to old ways… How do you survive?! That's what we're talking about today on Cautionary Tales With Harper!Cautionary Tales With Harper による

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2: Dangers of Playing With Ouija Boards 35:15

約 4 年前35:15

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35:15

Ouija Boards, some of you might be scared of them. Some of you might want to interact with the dead. But what really happens when you play with an Ouija Board. Who are you really talking to? That’s today on Cautionary Tales With Harper.Cautionary Tales With Harper による

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2: Be Careful What You Write On Your Grave 33:28

約 4 年前33:28

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33:28

When you die, you die what do you want on your gravestone? Perhaps a pot of flowers, or your favorite cookie… Or something illuding to your murder or death by a demon. Be careful what you leave on your gravestone, Today on Cautionary Tales With Harper.Cautionary Tales With Harper による

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1: Don't Be A Karen 33:56

約 4 年前33:56

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33:56

Karen’s, we’ve all had to deal with them. Some we’ve watched from afar. Some we’ve had to put in their place. But what makes a Karen, a Karen? That’s today on Cautionary Tales With Harper.Cautionary Tales With Harper による

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1: Dangerous Pet Stories! 33:31

約 4 年前33:31

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33:31

So, you think taking an animal home from the zoo would be a good idea? Think again! Unless you want your face ripped off, your limbs dis-membered, or your eyes turned into a snack. It's best to keep these pets where they are!!Cautionary Tales With Harper による

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1: Dangerous Food Stories! 33:01

約 4 年前33:01

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33:01

Mom always says, finish your plate! But what if your plate is filled with things like PUFFER FISH, CHEESE MADE BY WORMS… or CHERRY PITS? Dangerous foods, today on Cautionary Tales With Harper!Cautionary Tales With Harper による

… continue reading

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1: Dangerous Toy Horror Stories! 41:04

約 4 年前41:04

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41:04

Parents always warn children… Play with your toy’s the “right way”. What could possibly go wrong, especially if you are playing with it “THE RIGHT WAY”? A bounce house flying to the clouds. Child eating dolls? Those are just some of the dangers we discuss today on Cautionary Tales With Harper!Cautionary Tales With Harper による

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1: The Dangers of Eating Tide Pods 28:57

約 4 年前28:57

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28:57

For some reason… Some people thought it would be “FUN” to ingest Tide Pods. If they only knew what would happen AFTER they took a bite! Today, what REALLY HAPPENS to your body when you eat detergent pods? That’s today on Cautionary Tales With Harper!Cautionary Tales With Harper による

… continue reading

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1: Are Brain Eating Bugs Real? 26:08

約 4 年前26:08

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26:08

Bugs… Sometimes they can be cute and exciting. OTHER TIMES THEY MAY BE ON A MISSION TO ENTER YOUR BODY, THROUGH YOUR EAR TO EAT YOUR BRAIN!!!! Or are they? Brain-Eating Bugs! Today on Cautionary Tales With Harper!Cautionary Tales With Harper による

… continue reading

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1: Is Halloween Candy Dangerous? 29:39

約 4 年前29:39

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29:39

It’s always a good idea to have a COMPETENT adult check your Halloween candy BEFORE eating it. But what are they checking for? And, is poisoned Halloween candy really something we need to be cautious about? That’s what talk about today on Cautionary Tales With Harper.Cautionary Tales With Harper による

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1: Is Thumb Sucking Dangerous? 30:03

約 4 年前30:03

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30:03

Almost all of us have done it… Thumb Sucking. While it may have started out as an innocent way to calm ourselves as infants… COULD sucking your thumb for too long lead to a life of depravity and regret that one can never escape? COULD SUCKING YOUR THUMB LITTEARLLY RUIN YOUR LIFE AND THE LIVES OF THOSE AROUND YOU? Don’t Suck You’re Thumb… Today on C…

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