GPUs, TPUs, & The Economics of AI Explained | Gavin Baker Interview | Invest Like The Best

Patrick O'Shaughnessy interviews Gavin Baker about the current state and future of AI, covering topics such as Nvidia, Google's TPUs, scaling laws, and the impact of reasoning models. They discuss the competitive landscape among AI labs like OpenAI, Gemini, Anthropic, and XAI, as well as the potential for data centers in space. The conversation also explores the economic implications of AI, including cost advantages, ROI, and the role of Fortune 500 companies. Additionally, they touch on the potential of edge AI, the importance of usefulness in AI development, and the impact of AI on various industries.

Outlines

Part 1: AI Fundamentals and Hardware Landscape

Part 2: AI Applications and Business Impact

Part 3: Competitive Dynamics and Future Trends

Part 4: Market Outlook and Personal Reflections

Sign in to continue reading, translating and more.

Continue

GPUs, TPUs, & The Economics of AI Explained | Gavin Baker Interview

Invest Like The Best

Part 1: AI Fundamentals and Hardware Landscape

Introduction to AI and the Importance of Hands-On Experience

Scaling Laws, Hardware Bottlenecks, and Google's Economic Strategy in AI

Future Hardware Developments and Google's Strategic Calculus

The GPU vs. ASIC Debate and the Global Human Dividend of AI Development

Part 2: AI Applications and Business Impact

Near-Term AI Applications, ROI, and Potential Bear Cases

Frontier Model Progress, Usefulness, and the Fortune 500 Adoption

AI's Impact on Various Sectors and the Dynamics of Frontier Models

Part 3: Competitive Dynamics and Future Trends

Meta's AI Struggles, the Importance of Coherent GPU Clusters, and China's AI Strategy

The Competitive Landscape of AI Labs and the Potential of Data Centers in Space

The Convergence of Tesla, SpaceX, and XAI, and the Potential for a Compute Glut

The Rise of AI-Native Entrepreneurs and the SaaS Dilemma

Part 4: Market Outlook and Personal Reflections

Rolling Bubbles, Public Opinion Shifts, and the Passion for Investing

GPUs, TPUs, & The Economics of AI Explained | Gavin Baker Interview

Invest Like The Best

Part 1: AI Fundamentals and Hardware Landscape

00:00Introduction to AI and the Importance of Hands-On Experience

Introduction to AI and the Importance of Hands-On Experience

04:55Scaling Laws, Hardware Bottlenecks, and Google's Economic Strategy in AI

Scaling Laws, Hardware Bottlenecks, and Google's Economic Strategy in AI

12:00Future Hardware Developments and Google's Strategic Calculus

Future Hardware Developments and Google's Strategic Calculus

16:04The GPU vs. ASIC Debate and the Global Human Dividend of AI Development

The GPU vs. ASIC Debate and the Global Human Dividend of AI Development

Part 2: AI Applications and Business Impact

22:20Near-Term AI Applications, ROI, and Potential Bear Cases

Near-Term AI Applications, ROI, and Potential Bear Cases

27:40Frontier Model Progress, Usefulness, and the Fortune 500 Adoption

Frontier Model Progress, Usefulness, and the Fortune 500 Adoption

35:56AI's Impact on Various Sectors and the Dynamics of Frontier Models

AI's Impact on Various Sectors and the Dynamics of Frontier Models

Part 3: Competitive Dynamics and Future Trends

42:42Meta's AI Struggles, the Importance of Coherent GPU Clusters, and China's AI Strategy

Meta's AI Struggles, the Importance of Coherent GPU Clusters, and China's AI Strategy

49:05The Competitive Landscape of AI Labs and the Potential of Data Centers in Space

The Competitive Landscape of AI Labs and the Potential of Data Centers in Space

57:10The Convergence of Tesla, SpaceX, and XAI, and the Potential for a Compute Glut

The Convergence of Tesla, SpaceX, and XAI, and the Potential for a Compute Glut

1:04:18The Rise of AI-Native Entrepreneurs and the SaaS Dilemma

The Rise of AI-Native Entrepreneurs and the SaaS Dilemma

Part 4: Market Outlook and Personal Reflections

1:15:53Rolling Bubbles, Public Opinion Shifts, and the Passion for Investing

Rolling Bubbles, Public Opinion Shifts, and the Passion for Investing