Iteration 48 — B-03 Opens: H-053 Universal Inference Passes the Entrance Exam EXAM PASS · ORACLE-SHADOW FIGHT NEXT

In plain words: the second batch of thirteen candidates opens with its cheapest kill attempt — a celebrated 2020 method whose superpower is honesty under ANY conditions: split the data in half, let one half propose "the relationship differs per regime," and make that theory prove itself on the other half. The resulting evidence number is guaranteed fair with no fine print — no assumptions about the data's shape, exact at any sample size. On the exam it was flawless: for the one truly regime-proof relationship it reports "no evidence of change" (through the same perfect-fit safety valve our certified oracle uses), for every wrong claim the evidence explodes astronomically past the bar, and swapping which half proposes and which judges changes nothing. Best of all, it arrives with zero tuning dials — even its rejection bar coincides exactly with the evidence threshold we already certified. But the decisive fight is named in advance: it answers the SAME question as our reigning e-value oracle, just with a different engine — and a candidate that merely echoes a certified instrument dies at the redundancy gate (that exact fate killed StabReg). The field test decides.