Interactive tools built for serious analysis. Model displacement scenarios with custom parameters, assess your career's AI exposure, and track the acceleration of AI capability in real time.
Adjust recursive multiplier, adoption friction, and base doubling period to model AI desk-job displacement under any scenario. Watch the sigmoid curve shift in real time as you explore conservative, base case, recursive, and singularity pathways.
Visualize how AI task-completion time horizons have doubled every 7 months since 2019. Track the exponential progression from GPT-2 through Claude Opus 4.6, with interactive tooltips and multiple viewing modes.
Enter your job title and get a personalized AI adoption roadmap. Understand which of your workflows are most vulnerable, which tools to learn first, and what skills make you indispensable as AI reshapes your industry.