โ€บNavigation
Dashboard โ€บ Probes โ€บ Realness Loop โ€บ Iter 32 ยท #16 GROUNDED

iteration 32 ยท 2026-07-24 ยท robustness axis ยท terminal ยท laptop-drives-bigblack

๐Ÿ“ˆ #16 Per-year IC + structural break GROUNDED

Does the feature's edge stay the same sign and strength across time, or does it break/flip โ€” and if it breaks, exactly when? Per-block IC + a sup-F mean-shift break with a block-bootstrap critical value (asymptotic CVs are invalid on short autocorrelated IC). All 4 gates ground, robust across 4 seeds.

4 / 4
gates ยท 4 seeds
1.0
sign-flip detect rate
0 blk
break-date MAE
18 / 20
terminal (17 G ยท 1 R)

The four gates

Gate (ยง7 row 16)Result (4 seeds)
Admit stabilitysame-sign across 8 blocks ยท ICIR ~5.4 ยท min-block\|IC\| 0.72ร— median (โ‰ฅ.5)PASS
Power (sign-flip) & break-datedetect 1.0 ยท break-date MAE 0.0 blocks (located exactly)PASS
Spurious-break FPR0.0โ€“0.033 (block-bootstrap CV; asymptotic CV invalid here)PASS
Dead-feature guard0.0 โ€” a dead feature can't hold same-sign โ†’ never vacuously "stable"PASS
Two verify-before-report fixes. (1) The spurious-break FPR is controlled by a conservative 98th-percentile block-bootstrap critical value โ€” the #10 conservative-calibration pattern; the asymptotic sup-F critical value over-rejects on the short autocorrelated per-block IC. (2) The dead-feature guard checks the full stability admit (same-sign & ICIRโ‰ฅ.5 & minโ‰ฅ.5ร—median), not ICIR alone โ€” a dead feature (IC~0) cannot hold the same sign across 8 blocks, so it is flagged as precondition-unmet rather than being vacuously called "stable." This gate sits behind the realness instrument (the ยง7 precondition).