Herding Founders podcast

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

約 8 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 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…

Herding Founders

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Welcome to Herding Founders—the podcast where we dive deep into the real stories of startup founders. Join us as we explore the highs, lows, and lessons learned from navigating the chaotic and rewarding world of entrepreneurship.

Each episode features candid conversations with visionary founders who share their challenges, triumphs, and the pivotal moments that shaped their journeys. From bootstrapped beginnings to scaling smartly, we uncover the insights that every entrepreneur needs to know.

Whether you're a startup founder, aspiring entrepreneur, or simply fascinated by the art of building something from nothing, Herding Founders is your front-row seat to the world of innovation and resilience.

Tune in, get inspired, and discover how great ideas are transformed into thriving businesses.

4 つのエピソード

#Tech #Entrepreneur #Business #Kevin Sims

Herding Founders

updated 約 25 日前

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Tune in, get inspired, and discover how great ideas are transformed into thriving businesses.

4 つのエピソード

#Tech #Entrepreneur #Business #Kevin Sims

すべてのエピソード

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Episode 4 | From Marketplace to SaaS: How Anitra Davenport is Transforming the Tattoo Industry with Community and Innovation 34:44

約 25 日前34:44

34:44

keywords entrepreneurship, SaaS, tattoo industry, community building, project management, funding, startup journey, market needs, niche market, business growth summary In this episode, Anitra Davenport shares her entrepreneurial journey with inkzup, a platform designed for tattoo artists. She discusses the challenges she faced in the tattoo community, the pivot from a marketplace to a SaaS product, and the importance of community building. Anitra emphasizes the significance of understanding market needs, learning from mistakes, and the strategies that have helped her gain traction. She also provides valuable advice for aspiring entrepreneurs and outlines her future goals for inkzup. takeaways Anitra pivoted her business model based on market feedback. Community building is essential for niche markets. Understanding customer pain points is crucial for product development. Mistakes in partnerships can lead to valuable lessons. Having a financial safety net is important before leaving a job. Building a brand ambassador program can enhance community engagement. Simplicity in technology can help ease user adoption. Gaining traction often requires organic growth through community. Niche markets can provide unique opportunities for startups. Future goals include becoming a household name in the tattoo industry. titles From Marketplace to SaaS: Anitra's Journey Building Community in the Tattoo Industry Sound Bites "The market told me to pivot." "Building community was top priority." "I want people to think about inkzup up." Chapters 00:00 Introduction to inkzup Up and Its Mission 03:17 The Journey from Marketplace to SaaS 06:26 Funding and Community Building 09:14 Technical Development and Team Dynamics 12:15 Gaining Traction and Market Positioning 15:19 Challenges and Lessons Learned 18:06 Future Goals and Aspirations 34:45 Introduction to Herding Founders 35:16 Closing Thoughts and Encouragement 35:27 businessTech-transition-low.wav…

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Episode 3 | Transforming Research with AI: The Gentext Journey 39:00

5 weeks前39:00

39:00

Keywords AI, Gentext, Microsoft Word, project management, mental health, entrepreneurship, startup, customer insights, product development, industry-specific AI, venture capital, entrepreneurship, startup mistakes, balancing life, advice for entrepreneurs, GenTex, funding strategies, business growth, AI in decision making, startup journey Summary In this conversation, Kevin and Alex discuss the development of Gentext, an AI-powered Microsoft Word add-in designed to assist students and academics in writing research papers. Alex shares his journey from being an economist to an entrepreneur, highlighting the importance of industry-specific AI solutions. They delve into customer insights that led to the creation of a secondary product, Mental Note, aimed at mental health professionals. The discussion also covers the challenges of competition in the AI space and strategies for sustainable growth. In this conversation, Alex shares his journey as an entrepreneur, discussing the pivotal moments when he considered seeking venture capital, the mistakes he made early on, and the importance of balancing personal life with business responsibilities. He emphasizes the value of seeking help from others and the supportive nature of the entrepreneurial community. Looking ahead, Alex outlines his goals for GenTex, focusing on sustainable growth and exploring future opportunities. Takeaways Gentext is an AI add-in for Microsoft Word. The product aims to assist in accurate research citations. Alex's background as an economist influenced his entrepreneurial journey. Customer feedback significantly shaped product development. Mental Note was developed in response to user needs in mental health. Niche markets can provide a competitive advantage in AI. Building a strong developer relationship is crucial for non-technical founders. Customer acquisition remains a significant challenge for startups. Sustainable growth is prioritized over rapid expansion. Understanding user workflows is key to product success. Venture capital can accelerate growth but requires careful consideration. Mistakes in entrepreneurship are common and often fixable. Balancing personal life and entrepreneurship is a continuous struggle. Seeking help from others can provide unexpected support. Not every founder wants to pursue the venture capital route. Understanding the VC model is crucial for startup founders. Analysis paralysis can hinder progress; taking risks is essential. AI can assist in decision-making and reduce cognitive load. Building a supportive network is vital for entrepreneurial success. Future growth opportunities for startups can be diverse and exciting. Titles Transforming Research with AI: The Gentext Journey From Economist to Entrepreneur: Alex's Story Navigating the AI Landscape: Challenges and Strategies Sound Bites "Gentext is a Microsoft Word add-in." "When did it kind of make sense for you?" "You just put more fuel to the fire." "The VC model is predicated on unicorns." "I struggle with the balance." "Most people are kind and nice." "You're not alone in this journey." Chapters 00:00 Introduction to Gentext and Its Purpose 02:22 The Journey to Building Gentext 10:32 Customer Insights and Product Evolution 18:19 Challenges in the AI Landscape and Growth Strategies 21:31 Navigating Venture Capital: When to Seek Funding 24:16 Learning from Mistakes: Early Entrepreneurial Challenges 27:22 Balancing Life and Entrepreneurship: Finding Grounding Routines 32:20 Advice for Aspiring Entrepreneurs: Embracing Help and Support 34:28 Future Goals: Scaling GenTex and Exploring Opportunities…

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Episode 2 | Founder of Scalelist identified problems they can solve within their expertise. 33:20

6 weeks前33:20

33:20

Follow the Herdr Journey on our Website Summary In this conversation, Youssef, the founder of Scalelist, shares his entrepreneurial journey, detailing the challenges and successes he faced while transitioning from an agency model to a SaaS product. He discusses the importance of identifying market needs, the struggles of funding, and the significance of focus and delegation in business. Youssef also highlights effective marketing strategies and his future aspirations for Scalelist, emphasizing the importance of personal growth and wealth beyond just financial success. Takeaways Scalelist simplifies lead generation from LinkedIn. Every business requires effective sales strategies. Transitioning from agency to SaaS can be challenging. Financial management is crucial for startups. Recognizing when to pivot is key to success. Focus and delegation are essential for growth. Content marketing can significantly boost visibility. Protecting your time is vital for productivity. Personal growth is as important as business growth. Setting clear goals guides entrepreneurial actions. Titles From Agency to SaaS: The Scalelist Journey Navigating Entrepreneurship: Insights from Youssef Sound Bites "The transition was really painful." "Content is actually really the way forward." "Protect your time, that's my thing." Chapters 00:00 Introduction to Entrepreneurship and Backgrounds 03:06 Identifying Problems and Creating Solutions 05:58 Transitioning from Agency to SaaS 09:09 Challenges of Funding and Growth 12:08 Navigating Life as an Entrepreneur 15:11 Realizing Business Traction and Pivoting 20:20 Marketing Strategies for Growth 25:11 Focus, Routines, and Productivity 29:10 Future Goals and Aspirations 32:31 Introduction to Herding Founders 33:02 Closing Thoughts and Encouragement 33:13 businessTech-transition-low.wav…

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Episode 1 | Founder of Trotto Speaks on Challenges of Entrepreneurship 35:41

7 weeks前35:41

35:41

summary In this conversation, Andy Kim, co-founder of Trotto, discusses the journey of building the productivity tool GoLinks, the challenges of entrepreneurship, and the importance of taking action and being proactive in marketing and outreach. He shares insights on navigating the complexities of running a business, the significance of community support, and the pivotal moments that shape a startup's direction. Andy emphasizes the need for continuous improvement and adaptation in product development to meet the needs of users, particularly in the tech industry. takeaways Trotto's GoLinks is a productivity tool that simplifies resource sharing. The journey of entrepreneurship can be long and challenging. Effective marketing strategies are crucial for growth. Community support can alleviate the loneliness of entrepreneurship. Pivotal moments often dictate the future direction of a business. Taking action is essential for business success. Understanding customer needs is key to product development. Outreach is necessary, even if uncomfortable. Maintaining a balance between open source and commercial products is challenging. Continuous adaptation is vital for meeting user demands. titles Unlocking Productivity with GoLinks The Entrepreneurial Journey of Andy Kim Marketing Strategies for Startup Growth Sound Bites "You have to do outbound, it's uncomfortable." "It's a lonely endeavor." "We are at a pivotal moment right now." "You have to take action, right?" "You have to track it and you have to do it." "Outreach is hard, but necessary." Chapters 00:00 Introduction to Trotto and GoLinks 06:23 The Journey of Entrepreneurship 12:37 Marketing Strategies and Growth Challenges 16:31 Navigating Challenges as an Entrepreneur 20:01 Pivotal Moments and Strategic Decisions 24:39 Lessons Learned and Taking Action 26:10 Future Plans and Product Development…

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

Herding Founders

Herding Founders

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すべてのエピソード

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Episode 4 | From Marketplace to SaaS: How Anitra Davenport is Transforming the Tattoo Industry with Community and Innovation 34:44

1
Episode 3 | Transforming Research with AI: The Gentext Journey 39:00

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Episode 2 | Founder of Scalelist identified problems they can solve within their expertise. 33:20

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Episode 1 | Founder of Trotto Speaks on Challenges of Entrepreneurship 35:41

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プレーヤーFMへようこそ！

The Let Them Theory: A Life-Changing Tool That Millions of People Can't Stop Talking About

The Let Them Theory: A Life-Changing Tool That Millions of People Can't Stop Talking About

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