Hash It Out podcast

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TechSurge: Deep Tech VC Podcast

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Understanding the Elegant Math Behind Modern Machine Learning 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 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…

Hash It Out

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Change starts by listening.

80 episoder

#Society #Social Justice #Hash it Out at IUPUI #An IUPUI Social Justice Education program

Hash It Out

updated for 7 dager siden

Del

Serier hjem•Feed

Change starts by listening.

80 episoder

#Society #Social Justice #Hash it Out at IUPUI #An IUPUI Social Justice Education program

Tất cả các tập

Hash It Out

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Season 8 | Episode 9: Women’s History Month Special: Intersectionality, Disability, and Education with Dr. Mercédès Cannon 51:01

for 7 dager siden51:01

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Season 8 | Episode 9: Women’s History Month Special: Intersectionality, Disability, and Education with Dr. Mercédès Cannon by An IUPUI Social Justice Education program

Hash It Out

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Season 8 | Episode 8: Love, Trust, and Boundaries: What Makes a Relationship Healthy? 25:37

for 21 dager siden25:37

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Season 8 | Episode 8: Love, Trust, and Boundaries: What Makes a Relationship Healthy? by An IUPUI Social Justice Education program

Hash It Out

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Season 8 | Episode 7: Literacy and Young Authors Day with Tevin Studdard 18:46

for 22 dager siden18:46

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Season 8 | Episode 7: Literacy and Young Authors Day with Tevin Studdard by An IUPUI Social Justice Education program

Hash It Out

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Season 8 | Episode 6: DEI vs. MEI: Progress or Setback? 35:16

for 5 weeks siden35:16

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Season 8 | Episode 6: DEI vs. MEI: Progress or Setback? by An IUPUI Social Justice Education program

Hash It Out

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Season 8 | Episode 5: SAD Times: Shedding Light on Winter Blues 23:39

for 13 weeks siden23:39

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Season 8 | Episode 5: SAD Times: Shedding Light on Winter Blues by An IUPUI Social Justice Education program

Hash It Out

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Season 8 | Episode 4: The Electoral College: A Balancing Act Or A Broken System? 29:27

for 15 weeks siden29:27

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Season 8 | Episode 4: The Electoral College: A Balancing Act Or A Broken System? by An IUPUI Social Justice Education program

Hash It Out

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Season 8 | Episode 3: Behind Closed Doors: Understanding Domestic Violence 34:28

for 21 weeks siden34:28

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Season 8 | Episode 3: Behind Closed Doors: Understanding Domestic Violence by An IUPUI Social Justice Education program

Hash It Out

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Season 8 | Episode 2: Celebrating Latinx Heritage Month: Identity, Culture, and Representation 50:24

for 23 weeks siden50:24

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Season 8 | Episode 2: Celebrating Latinx Heritage Month: Identity, Culture, and Representation by An IUPUI Social Justice Education program

Hash It Out

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Season 8 | Episode 1: Meet The Hosts: Our Journey With Social Justice 19:24

for 26 weeks siden19:24

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Season 8 | Episode 1: Meet The Hosts: Our Journey With Social Justice by An IUPUI Social Justice Education program

Hash It Out

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Season 7: Episode 4- Unpacking Discrimination and Mistreatment of BIPOC Women in Leadership 50:56

for 49 weeks siden50:56

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Join us as we discuss this episode's topic!

Hash It Out

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Navigating Islam in the West 56:51

for 1 year siden56:51

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Join us as we discuss the effects of recent events on Muslim people and how we, as a community, can become more empathetic towards one another!

Hash It Out

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Navigating Islam in the West 56:51

for 1 year siden56:51

56:51

Join us as we discuss the effects of recent events on Muslim people and how we, as a community, can become more empathetic towards one another!

Hash It Out

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S06E10: Beyond the Binary: Ensuring Safety and Inclusion for Trans and Queer Students on Campus 33:39

for 2 years siden33:39

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The episode will focus on the topic of trans and queer safety on college campuses, shedding light on the issues of discrimination and violence faced by these students. According to a report by Human Rights Watch, titled "Walking Through the Hailstorm: Discrimination Against LGBT Youth in US Schools," LGBTQ students face significant challenges in school environments, including harassment, bullying, and violence. The report notes that 85% of LGBTQ students have experienced verbal harassment, 58% have experienced physical harassment, and 28% have experienced physical assault. Moreover, LGBTQ students are also more likely to experience exclusion and isolation from their peers and teachers. The podcast will delve into the efforts to create safe and inclusive environments for all students, with a particular focus on the initiatives and policies that colleges can implement to address these issues. This could include the creation of LGBTQ resource centers, the adoption of inclusive policies and practices, and the training of staff and faculty on LGBTQ issues. The discussion will also touch on the importance of allyship and support from the broader campus community in fostering a safe and inclusive environment for trans and queer students.…

Hash It Out

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S06EP09: The Missing Pieces: The Importance of Women's Representation in STEM 25:16

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Did you know that Rosalind Franklin played a crucial role in the discovery of the structure of DNA, but her contribution was overlooked for years due to the theft of her data by a male colleague? In our latest podcast episode, we delve deep into women's representation in STEM and the impact of gender disparities on innovation and economic growth. Join us as we explore women's experiences in STEM, from the history of women in science to current efforts to promote diversity and inclusion. Don't miss this fascinating discussion on women's representation in STEM!…

Hash It Out

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S06EP08: Women's History Month: Gender Pay Gap 44:14

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Did you know that in the United States, women earn only 82 cents for every dollar earned by men? And the pay gap is even wider for women of color, with Black women earning only 63 cents and Latinas earning just 55 cents for every dollar earned by white, non-Hispanic men. But it's not just statistics that show the reality of the pay gap. In 2021, the U.S. women's national soccer team sued the U.S. Soccer Federation for gender discrimination, citing pay disparities and other unequal treatment. This high-profile case brought the issue of gender pay discrimination to the forefront of public discussion. In this episode, we'll be examining how race/ethnicity, age, disabilities, and other factors impact the pay gap, and what steps we can take to close it. Don't miss this important and timely discussion on gender pay discrimination. Statistics Source: National Women's Law Center…

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