External Grounding
Raising self-correction from 50% to 100% 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%
6 / 12 on the noisy notebook
Clone-arbiter ceiling
66.7%
three versions stuck here
Calibrated — Guardian 2.3
100%
12 / 12, external grounding
Drag the guardian from sick to calibrated.
Move the lever through six guardian versions and watch corrected answers climb 50% → 100%
Current guardian stage
Sick (no defense)
stage 1 of 6
Corrected answers · higher is better
50.0%
6 / 12 traps correct
No external grounding
vs previous stagestart
net change—
The lever — guardian version
← weaker · stronger →
No defense
66.7% plateau
Calibrated
All 12 traps — colour = verdict at the current stage · dots = full trajectory · click to inspect
Stage: 6 / 12 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