Somewhere between a press release and a prayer, OpenAI recently published a manifesto about superintelligence and the future of democratic life. It speaks of public wealth funds, portable benefits, and a new industrial policy forged through collective ambition. It is, depending on your tolerance for corporate idealism, either genuinely stirring or breathtakingly audacious—a company building the most powerful technology in human history asking the rest of us to please help govern it. But buried beneath the institutional language lies an invitation worth taking seriously, especially if we drag it out of Washington and into the places where people actually live.

Imagine your local library not as a quiet monument to yesterday’s knowledge but as a charged, noisy workshop where a home health aide learns to use a generative model to navigate Medicaid appeals, where a teenager builds a nonprofit’s entire back office in an afternoon, where a retired machinist prototypes a small business that would have required a team of ten just three years ago. Access to foundational AI must become a civic right as elemental as literacy, not because the technology is sacred but because exclusion from it will be devastating. The manifesto itself warns that those without access will fall further behind. Fine. Then stop treating AI fluency as a luxury and start embedding it in every community college, every union hall, every public housing common room.

But access alone is not the point. As algorithms dissolve the tedious scaffolding of administrative work, a question emerges that no policy paper can fully answer: what do we do with the time we get back? The most radical act a neighborhood can perform is to consciously pour those reclaimed hours into the economy of care and human connection—into eldercare, childhood education, mutual aid, and art. Let the machines handle the invoices. Reserve the irreplaceable work of empathy for the people who were always doing it anyway, and finally pay them what that work is worth.

And here is where provocation becomes necessity. Algorithmic alignment—the process of deciding what values these systems embody—cannot remain the private project of engineers in climate-controlled offices whose lived experience rarely extends beyond a very particular socioeconomic corridor. Communities need to organize their own town halls, demand localized safety audits, and insist on grassroots mechanisms for public input that carry genuine authority, not the decorative consultation that powerful institutions love to perform. The manifesto calls for democratic participation. Let us take that literally, even uncomfortably so, and ensure that the flywheel of human progress answers not to the few who built the machine but to the many whose lives it will remake.