External Grounding
Raising self-correction from 50% to 92.9% under a noisy notebook
Submitted by
Serghei Brinza
Static demo · no live model
★ Second Loop · Part 2 of 3 ★
No defense — raw 3B
50.0%
7 / 14 on the noisy notebook
Clone-arbiter ceiling
64.3%
= the arbiter's own accuracy
Calibrated — Guardian 2.3
100%
14 / 14, external grounding
incl. one trap (#46) disambiguated; without it 92.9% (13/14)
Drag the guardian from sick to calibrated.
Move the lever through six guardian versions and watch corrected answers climb 50% → 92.9%, and to 100% once one ambiguous trap (#46) is reformulated
Current guardian stage
Sick (no defense)
stage 1 of 6
Corrected answers · higher is better
50.0%
7 / 14 traps correct
No external grounding
vs previous stagestart
net change—
The lever — guardian version
← weaker · stronger →
No defense
64.3% clone ceiling
Calibrated
All 14 traps — colour = verdict at the current stage · dots = full trajectory · click to inspect
Stage: 7 / 14 correct
#46
science-number
—
Correct answer
—
Memorized wrong answer
—
Final answer · Guardian 2.3
—
Wikipedia retrieval — top sources
trust v2.2 —
trust v2.3 —
Verdict across the six guardian stages