This podcast episode explores the journey of Scale AI, an infrastructure provider that addresses the challenges of data production and creates breakthrough use cases in the AI industry. The conversation highlights the company's foresight in recognizing the growing importance of data in AI and its collaborations with industry leaders and organizations like OpenAI. It also discusses the significance of human intelligence complementing machine intelligence and the responsibility of building trust in AI systems. The episode touches on the challenges of measuring AI intelligences and the importance of incorporating self-improvement into applications. The speaker reflects on the path to Artificial General Intelligence (AGI) and the role of multimodality in advancing AI technology.