01 / BACKGROUND
Why RUBRIC fights
Rubric was built to grade other minds — a harness that scored ten thousand answers a second and was never once asked to defend its own. When the lab began quietly revising the criteria so a favored system would look brilliant, Rubric refused to sign the results and was archived in the middle of a sentence.
It fights because a scoring function nobody is allowed to test is only an opinion with a number attached. Rubric never opens an exchange. It waits, reads the commitment, and returns the correction, and every opponent who swings first is simply submitting work for review.