The 7-stage roadmap for human-AI collaboration (2026 Edition)

The author presents an updated seven-stage roadmap detailing the evolution of human-AI collaboration, focusing on how a worker's role shifts from using AI for simple tasks to managing autonomous agent fleets. The progression moves through stages such as "cognitive extension" and "multi-tool agents," ultimately leading to a future where humans act as managers overseeing continuous, AI-driven work pods.