T2Y — Truth to Yield asks a practical question: once evidence is good enough for the decision, how do we turn it into useful action without losing the source, uncertainty, or human responsibility?
Evidence should improve decisions—not disappear into a polished AI answer. T2Y keeps the path from claim → evidence → interpretation → decision → outcome inspectable.
T2Y is not permission to force an answer when evidence is weak. Sometimes the correct yield is: gather more evidence, run a test, narrow the claim, escalate to a qualified person, or do nothing yet.
Truth First · GLEAN2 · Q RX