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

for 14 dage siden1:14:43

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…

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A Hunter's Path, Craig Misuk Anuġi Billingsley

for 7 år siden 12:18

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MP3•Episode hjem

Indhold leveret af NANA Corporation. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af NANA Corporation 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.

This is part of series of interviews with NANA's once shareholder interns, showcasing their professional journey and depicting how their experiences during their internship lead to benefit their success today.

… continue reading

35 episoder

#Business #NANA Corporation #Development Corporation

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A Hunter's Path, Craig Misuk Anuġi Billingsley

NANA Corporation

published for 7 år siden

Del

MP3•Episode hjem

Indhold leveret af NANA Corporation. Alt podcastindhold inklusive episoder, grafik og podcastbeskrivelser uploades og leveres direkte af NANA Corporation 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.

This is part of series of interviews with NANA's once shareholder interns, showcasing their professional journey and depicting how their experiences during their internship lead to benefit their success today.

… continue reading

35 episoder

#Business #NANA Corporation #Development Corporation

Alle episoder

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Natural Resources Summer 2022 Update 30:21

for 2 years siden30:21

30:21

Natural Resources Summer 2022 Update by NANA

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Natural Resources Intern, Tahayla Baker 11:23

for 4 years siden11:23

11:23

Natural Resources Intern, Tahayla Baker by NANA

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Intern-to-Intern, Melinda Barr 8:17

for 6 years siden8:17

8:17

Intern-to-Intern, Melinda Barr by NANA

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Intern-to-Intern, Brennen Norton 2:26

for 6 years siden2:26

2:26

Intern-to-Intern, Brennen Norton by NANA

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Intern-to-Intern, Robert Sheldon II 3:23

for 6 years siden3:23

3:23

Intern-to-Intern, Robert Sheldon II by NANA

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Intern-to-Intern, Brandon Mills 4:24

for 6 years siden4:24

4:24

Intern-to-Intern, Brandon Mills by NANA

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Intern-to-Intern, Teigan Drake 7:12

for 6 years siden7:12

7:12

Intern-to-Intern, Teigan Drake by NANA

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Intern-to-Intern, Kaitlyn Theonnes 6:39

for 6 years siden6:39

6:39

Intern-to-Intern, Kaitlyn Theonnes by NANA

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Intern-to-Intern, Madison Schaeffer 5:17

for 6 years siden5:17

5:17

Intern-to-Intern, Madison Schaeffer by NANA

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Intern-to-Intern, Keirin Johnson 11:43

for 6 years siden11:43

11:43

Intern-to-Intern, Keirin Johnson by NANA

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Intern-to-Intern, John Reed 4:57

for 6 years siden4:57

4:57

Intern-to-Intern, John Reed by NANA

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Intern-to-Intern, Tanya Hall 9:59

for 6 years siden9:59

9:59

Intern-to-Intern, Tanya Hall by NANA

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NANA Natural Resources Summer 2019 Projects Update 13:06

for 6 years siden13:06

13:06

NANA Natural Resources Summer 2019 Projects Update by NANA

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Intern-to-Intern, Jeslyn Wieland 4:20

for 7 years siden4:20

4:20

This is part of a series of interviews with interns, by Melinda Barr, NANA Development Corporation Shareholder Relations Intern.

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Intern-to-Intern, John Reed 3:29

for 7 years siden3:29

3:29

This is part of a series of interviews with interns, by Melinda Barr, NANA Development Corporation Shareholder Relations Intern.

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NANA Corporation

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NANA Winter Update 2018, Wayne Westlake 8:27

for 7 years siden8:27

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NANA Winter Update 2018, Wayne Westlake by NANA

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NANA Corporation

NANA Corporation podcast artwork

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NANA Summer Update 2018, Wayne Westlake 13:10

for 7 years siden13:10

13:10

NANA Summer Update 2018, Wayne Westlake by NANA

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NANA Corporation

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Intern-to-Intern, Andrew Belanger 4:45

for 7 years siden4:45

4:45

This is part of a series of interviews with interns, by Melinda Barr, NANA Development Corporation Shareholder Relations Intern.

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NANA Corporation

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Intern-to-Intern, Trevor Peltola 4:20

for 7 years siden4:20

4:20

This is part of a series of interviews with interns, by Melinda Barr, NANA Development Corporation Shareholder Relations Intern.

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NANA Corporation

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Intern-to-Intern, Terrell Jones 7:07

for 7 years siden7:07

7:07

This is part of a series of interviews with interns, by Melinda Barr, NANA Development Corporation Shareholder Relations Intern.

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NANA Corporation

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Intern-to-Intern, Melinda Barr 17:21

for 7 years siden17:21

17:21

This is part of a series of interviews with interns, by Melinda Barr, NANA Development Corporation Shareholder Relations Intern

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NANA Corporation

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Elder Share, Thomas Pungalik 32:08

for 7 years siden32:08

32:08

This is part of a series of stories shared by Elders from the NANA region. These are excerpts from their conversations with Hilda Narvau?auraq Haas, translated from Iñupiaq. My name is Thomas Pungalik. I am 82 now. I have lived in Noorvik all my life. My dad (aapa) was Jack Pungalik. My mom (aaka) was Cora Kaummuaq Coffin Pungalik. She grew up in Kobuk. My aapa was an orphan and when he small, he moved from family to family. He and my aaka had 18 children. I am number 16. People settled in Noorvik because the fish and wood were plentiful. I was born here in this house (#4), the fourth house in town, built in 1914. The stories I am about to tell are true. There was a boy whose shoulders were hoary marmot and his bottom half was beaver. He lived on a mountain where he could watch for other shaman (a?atkuq). Two young men from the Upper Kobuk went looking for a?atkuq. First they traveled by kayak, then they climbed the mountain where the hoary marmot lived. At the top, the men ate and fell asleep. One of them woke and saw that the other had been eaten by the hoary marmot and beaver. The man ran to the water, got in his kayak and traveled swiftly down the river. He stopped at an old lady’s cabin and told her he had been followed by the shaman’s watchdogs. She told him not to be afraid and to sleep. After he rested, she told him to not stop until he got home. The man told his friends about what had happened. He tried and tried, but he could not sleep. After two nights, the man died. This is a true story. I will tell another story. An old lady lived here (in Noorvik). She told us stories. She told us, shamans ruled, before anyone had heard God’s word. This was years ago. When she was young, her best friend (uumaa) took a young man as her husband. When the berries were ripe, they went out picking. The young wife vanished. Her husband looked and looked for her. When he finally found her, a year later, she told him she had been living in heaven where there was no suffering. She wanted to go back. So she died again and went back to heaven. Her name was Kadesh. I will tell you another story. This one is very short. A long time ago, five men went caribou hunting on the Upper Kobuk. They climbed a hill where, there had once been an avalanche. Only two had survived. The men put on snowshoes and climbed uphill, where the snow slides. When the snow started to go, the men went with it. When the snow takes you, you are supposed to shout out loud. You can stop moving snow by shouting. When one of the men yelled, the avalanche stopped. This is what I want people to know. This is what I heard.…

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NANA Corporation

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Elder Share, Mildred Black 40:16

for 7 years siden40:16

40:16

Elder Interview: Mildred Black from Shungnak My name is Mildred Ulusik (?) Black. I was born in Shungnak in 1933 (?). When I was about six years old, my family moved upriver to our summer fish camp. It was named Kagiak (?). That fall, we did not return home because our big cabin in Shungnak caved in. For many years, we stayed at Kagiak year-round. We did not go into town at all. Later, we moved to Aayaluk (?) because it had a big sandbar. I had an older sister, Pearl, and an older brother, Joseph, and a younger sister, Nina. We would play by ourselves with whatever we had. We did not play all the time. We worked hard, but we had fun while working. At camp, I learned from our mom how to take care of fish and how to dry fish. The fish needs to be cleaned and scaled before you hang it on the rack to dry. It needs to be turned from the sun. When the fish is cut too thick, it does not dry. It will be raw. You have to watch it very carefully. In summer, my uncle would go to different places to check for berries. When he saw berries, here and there, we would go berry picking. We went by boat and we rowed, because we had nothing, no outboard motor and no gas. We had a hard time at camp. We were raised with almost nothing. My uncle had a monthly income of about $40 and that was all we had. We would sometimes go to Harry Brown’s store in Kobuk and buy supplies on credit. Until the 1940s, there were no caribou up that way. Then all of the sudden, they started to come. One day, a caribou came out of the water just below Kagiak. My uncle and Joseph were out hunting. Pearl looked for the gun, and found only one shell. With one shot, she shot the caribou down. We felt real lucky. That was the first time we ate caribou. In early winter, around November, Nina and I would set traps for ti?iaq (weasel) or rabbits. The next day, we would check the traps. We worked together. This is how we were raised. Long time ago, everyone spoke Iñupiaq. My parents only spoke Iñupiaq, only using English words to refer to something. In school, kids were learning how to speak English from the white teachers, but I had a hard time understanding English. I was about 17 years old when I went back to school, but I didn’t stay very long. I had nothing, no clothes and no food and no one to help me. It was lonely. But even without attending school, I was able to work. I started as a bilingual Iñupiaq substitute teacher, even without an education, working two hours a day. After they gave me more hours, it did not give me much time to go to my camp. Our ways have changed. The weather has changed. Even the air is different.…

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NANA Corporation

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A Hunter's Path, Aja Qualauq Mann 16:18

for 7 years siden16:18

16:18

This is part of series of interviews with NANA's once shareholder interns, showcasing their professional journey and depicting how their experiences during their internship lead to benefit their success today.

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NANA Corporation

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A Hunter's Path, Michael Qutan Scanlan 22:16

for 7 years siden22:16

22:16

This is part of series of interviews with NANA's once shareholder interns, showcasing their professional journey and depicting how their experiences during their internship lead to benefit their success today.

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NANA Corporation

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A Hunter's Path, Jade Mann 22:05

for 7 years siden22:05

22:05

This is part of series of interviews with NANA's once shareholder interns, showcasing their professional journey and depicting how their experiences during their internship lead to benefit their success today.

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NANA Corporation

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A Hunter's Path, Michael Aanamiaq Allan Kowalski 20:32

for 7 years siden20:32

20:32

This is part of series of interviews with NANA's once shareholder interns, showcasing their professional journey and depicting how their experiences during their internship lead to benefit their success today.

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NANA Corporation

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A Hunter's Path, Krystin Napanguak Bogan 26:00

for 7 years siden26:00

26:00

This is part of series of interviews with NANA's once shareholder interns, showcasing their professional journey and depicting how their experiences during their internship lead to benefit their success today.

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NANA Corporation

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Intern-to-Intern, Lindsey Wells 7:08

for 7 years siden7:08

7:08

This is part of a series of interviews with interns, by Cheyenne Ticket, NANA Development Corporation Shareholder Relations Intern.

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NANA Corporation

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A Hunter's Path, Craig Misuk Anuġi Billingsley 12:18

for 7 years siden12:18

12:18

This is part of series of interviews with NANA's once shareholder interns, showcasing their professional journey and depicting how their experiences during their internship lead to benefit their success today.

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