Iteration 49 — H-053 Universal Inference EXCLUDED KILL — SPLIT-FRAGILE (0.891) ORACLE-SHADOW DID NOT LAND

In plain words: the no-fine-print candidate died on its one hidden hinge. Its method needs the data cut in half — one half proposes, the other judges — and the field test asked: does it matter which half plays which role? It should not. It does: across 130 features, the verdict rankings agree only 89.1% (bar: 90%), and for some features the flip is total — all-eight answers accepted with one cut, ZERO accepted with the cut reversed. A judge whose rulings reverse when you swap the jury boxes cannot certify anything. Two silver linings for the record: the danger we named in advance — that it might merely echo our reigning oracle — turned out FALSE (its engine is genuinely different, resemblance only 73%), and the repair is textbook: average the evidence over many cuts (mathematically still-honest), which would be a brand-new admissible candidate. Next in the queue: the safe-testing candidate — which is literally the theoretical parent of an instrument we already certified, so the first job is deciding whether examining it separately even makes sense.