After AGI
Where are humans still needed?
A public framework for mapping human necessity in a post-AGI world. Open data. No agenda. Contributed by anyone.
The Two Thresholds
AGI
AI that matches or exceeds the cognitive capability of an average skilled human across most tasks. Not a superintelligence — a reliably competent AI that does what an average professional does, across most domains.
Embodied AGI
AGI paired with robotics that can match human physical capability in real, unpredictable environments — at a cost comparable to human labor. When this exists, physical work faces the same questions cognitive work does under AGI.
This site reasons about both. Some jobs are protected until AGI. Some until Embodied AGI. Some beyond both. Some neither.
What This Site Does
A Framework
Six dimensions that explain why humans may still be needed after AGI.
An Open Dataset
Every assessment is public. Anyone can contribute. No login required.
An Evolving Discussion
The framework itself is open to critique and improvement.
How It Works
Pick a job or describe one
Answer questions about the nature of that work
See where humans land on the necessity spectrum — and why
A Note On What This Is Not
This is not a prediction of when your job will be automated. It is not career advice. It does not tell you what to do. It is a framework — a structured way to think about a question that matters. What you do with it is up to you.