Andrew Ng on Startup Speed, AI Trends, and Responsible Innovation

In a talk at Startup School, Andrew Ng shared lessons from building startups at AI Fund, emphasizing that execution speed is the strongest predictor of success. He urged founders to focus on concrete, buildable ideas, rapid prototyping using AI coding tools, and fast user feedback loops. Ng discussed the rise of agentic AI, the growing importance of understanding AI’s building blocks, and how automation is shifting bottlenecks from engineering to product design. He cautioned against AI hype, defended open source, and stressed ethical, responsible innovation.

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