We Ran the UBI Experiment. Here's What Actually Happened.

For years, every post-labor conversation I've had eventually hits the same wall: "UBI sounds nice, but we have no idea what people actually do with free money." As of this month, that excuse is gone.

OpenResearch — the study Sam Altman began funding back when this was all still theoretical — published results from the largest unconditional cash experiment in U.S. history: 3,000 people, $1,000 a month for three years, against a control group. Real scale, real duration, real rigor.

What happened? People spent the money on housing, food, and transportation. They helped family members. Recipients worked slightly less — roughly an hour and change per week — and much of that time went to caregiving, education, and searching for better jobs rather than any job. Entrepreneurship intentions went up. The money bought flexibility and breathing room. What it did not buy, on its own, was transformation: three years and $36,000 does not repair a lifetime of precarity, and some health effects faded by year three.

Why this matters for the post-labor transition

Both camps lost their favorite cartoon this month. The "people will stop working and play video games" story didn't happen. The "cash alone fixes everything" story didn't happen either. What we got instead is an engineering result: income floors are a workable component — necessary, insufficient, and best paired with purpose, community, and pathways to contribution.

That nuance is exactly what we'll need when the displacement wave arrives in earnest. In the Star Trek future I keep pointing at, replicators don't just feed people — the society gives them somewhere to point their lives. Income is the floor, not the ceiling.

Actionable Steps

Policymakers: this is what starting early looks like — Altman commissioned this study a decade before the answer was urgent. Commission the next round now: bigger amounts, longer horizons, paired with retraining and community programs. Corporations: your severance playbook is about to become a transition playbook; study these results. Individuals: watch the evidence, not the ideology. The post-labor safety net will be built from data like this, brick by brick.

The experiment worked. Not because it settled the argument — because it started replacing the argument with knowledge.