Stock 'N Roll podcast

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

5 gün önce1:14:43

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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…

Stock 'N Roll

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Stock 'N Roll is dedicated to unraveling the complexities of equity compensation and highlighting the challenges and best practices that shape the industry. We engage in meaningful conversations with industry experts and thought leaders, aiming to provide actionable insights and strategies for professionals across all levels.

4 bölüm

#Tech #Christoffer Herheim #Equity Compensation #Share Plans Administration #Equity Management Platform #Equity Plans #Esop #PSU #RSU #Options #Equity Incentives #CFO

Stock 'N Roll

updated 14 gün önce

Paylaş

Dizi sayfası•Feed

4 bölüm

#Tech #Christoffer Herheim #Equity Compensation #Share Plans Administration #Equity Management Platform #Equity Plans #Esop #PSU #RSU #Options #Equity Incentives #CFO

Tüm bölümler

Stock 'N Roll

1
Equity Incentives in Sweden: Regulations, Tax Strategies & ESG Trends 49:17

14 gün önce49:17

49:17

In this episode, we explore the complexities of equity incentives in Sweden—a market with unique regulatory requirements and evolving compensation trends. Joining me is Stefan Sundell, an industry expert with decades of experience in structuring global equity programs. Together, we’ll unpack companies' challenges when implementing incentive plans in Sweden, from navigating shareholder approval rules to optimizing tax efficiency. We’ll also explore the growing influence of ESG targets and discuss how multinational companies can adapt their plans for Swedish employees. Whether you're a startup, a multinational, or simply curious about the Swedish equity landscape, this episode is packed with practical insights. Let’s get started! For more information Check our website: https://www.optioincentives.com/stock-n-roll Follow Optio on LinkedIn: https://www.linkedin.com/company/optio-incentives Join Stock 'N Roll with Christoffer Herheim, CEO and co-founder of Optio, as we break down what works—and what doesn’t—in equity compensation, with insights you can act on.…

Stock 'N Roll

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Navigating Pay Transparency with Petri Sallinen 33:52

29 gün önce33:52

33:52

In this episode, we’re joined by Petri Sallinen, a seasoned leader in Total Rewards and Equal Pay, with extensive experience in both global organizations and consultancy. Together, we explore the transformative impact of pay transparency, from its role in shaping organizational culture to its implications for equity compensation and share plans across regions. Petri shares his insights on why transparency is poised to become one of the most significant shifts in our careers and what businesses need to know to stay ahead. Tune in for a conversation packed with actionable strategies and thought-provoking ideas! For more information Check our website: https://www.optioincentives.com/stock-n-roll Follow Optio on LinkedIn: https://www.linkedin.com/company/optio-incentives Read the blog: https://www.optioincentives.com/resource-hub/pay-transparency-biggest-shift-in-rewards Join Stock 'N Roll with Christoffer Herheim, CEO and co-founder of Optio, as we break down what works—and what doesn’t—in equity compensation, with insights you can act on.…

Stock 'N Roll

1
Introducing Stock 'N Roll 0:55

7 weeks önce0:55

0:55

Welcome to Stock 'N Roll—your backstage pass to the world of equity compensation! The host Christoffer Herheim, CEO of Optio Incentives, is thrilled to take through this exciting journey. At Stock 'N Roll, we unravel the complexities of equity compensation, from stock options to employee incentives, making sense of the challenges and exploring best practices that shape this fascinating industry. But don’t worry—it’s not all numbers and jargon. We keep things lively, approachable, and, yes, even fun! Why did we create this podcast? After years of helping companies manage over 1,000 equity programs across the globe, we realized that these critical conversations were often limited to boardrooms. With Stock 'N Roll, we want to change that—creating a space where fresh ideas and real-world experiences can be shared, inspiring professionals at all levels to better understand and navigate equity compensation. Each episode features engaging conversations with industry rockstars and thought leaders. We’ll dive into real stories, actionable insights, and practical strategies you can take back to your team. Whether you’re a seasoned HR professional, a CFO, or just curious about equity management, there’s something here for you. Join Stock 'N Roll with Christoffer Herheim, CEO and co-founder of Optio, as we break down what works—and what doesn’t—in equity compensation, with insights you can act on.…

Stock 'N Roll

1
Global Share Plans with Chris Fallon 34:42

7 weeks önce34:42

34:42

Employee share plans are effective tools for fostering alignment and engagement within organizations, but managing them across multiple jurisdictions presents unique challenges. From navigating tax regulations and cultural perceptions of equity to addressing administrative complexity, implementing these plans requires strategic planning and adaptability. This podcast explores insights shared by Chris Fallon, Legal Director at Tapestry Compliance, highlighting key trends such as broader employee participation, the rise of purchase-and-match models, and the preference for simplicity and transparency. It also delves into tax complexities, regional regulatory variations, and balancing global consistency with local customization. By prioritizing stakeholder collaboration, clear communication, and regular plan evaluation, companies can design impactful global share plans that drive long-term success while navigating a highly complex landscape. For more information Check our website: https://www.optioincentives.com/stock-n-roll Follow Optio on LinkedIn: https://www.linkedin.com/company/optio-incentives Read the blog: https://www.optioincentives.com/resource-hub/navigating-global-employee-share-plans Join Stock 'N Roll with Christoffer Herheim, CEO and co-founder of Optio, as we break down what works—and what doesn’t—in equity compensation, with insights you can act on.…

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

Stock 'N Roll

Stock 'N Roll

Dinlemeye Değer Podcast'ler

Tüm bölümler

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Equity Incentives in Sweden: Regulations, Tax Strategies & ESG Trends 49:17

1
Navigating Pay Transparency with Petri Sallinen 33:52

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Introducing Stock 'N Roll 0:55

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Global Share Plans with Chris Fallon 34:42

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Stock 'N Roll

Stock 'N Roll

Dinlemeye Değer Podcast'ler

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