Simulations and articles exploring how artificial intelligence and automation affect different occupations and job categories. As AI systems become more capable, certain tasks become automated while others are augmented or transformed. These models help visualize which jobs are most exposed to AI-driven change and how labor markets may evolve.
This widget shows one simple idea: AI may be able to do many tasks, but companies adopt it slowly. As the sim runs, you can see how that delay may affect some jobs, new hiring, and other work signals. It is a simple demo, not a prediction.
