Our Future depends on us.
Changes start with a social dialog among us.
forallhumanity.org is a forum for examining what changes when intelligence becomes inexpensive to reproduce at the margin, and how that shift affects incentives, institutions, and everyday life. We understand “zero margin” not as a claim about efficiency alone, but as an inquiry into value creation, distribution, and the guardrails that should remain in place.
We advocate for human-in-the-loop design, in which judgment, consent, and accountability remain explicit rather than concealed by automation. We also situate these questions within sustainable development, including environmental constraints, fair labor, and long-term welfare, in a period when AI can amplify both risk and opportunity.
An Independent Think Tank.
Non-partisan. Not for profit. Open to everyone.
forallhumanity.org is an independent think tank examining the structural consequences of artificial intelligence on society, labor, and democratic institutions. We operate without affiliation to any government, corporation, or political movement.
Our work brings together researchers, practitioners, and citizens to interrogate the distribution of power, and to propose governance frameworks, policy alternatives, and open knowledge commons that serve all of humanity.
Some of the questions we discuss