# Taking the AI Red Pill with Reid Hoffman

Highlights 16:31 My background building deep-research-like AI tooling 19:03 I built AI research workflows before the phrase “AI” was normal 20:59 Practical lessons from building agentic AI prototypes 21:54 Why robust, scalable AI systems matter