Data to …… trials
IV · Code tracing

Stays correct on small rewrites and adversarial programs

Gemma 4 31B QAT

Finding:HOLDS· grade A(research conclusion)

100% correct (183/183)

Pass ratesingle rate, no difficulty dial
100%

183/183 scored trials passed · 95% interval 98%–100%

breaks ≤ 30%holds if interval reaches 95%0%50%100%
What the few failures have in common

No failures recorded in the trials behind this row.

Evidencewhat this finding rests on
  • Ground truthDeterministic simulation: the right answer is computed, not judged
  • StatisticsWilson 95% interval 98%–100%Grade A: strong evidence
  • Sample size183 scored trials in total
  • Fresh-seed confirmationNot run yet
  • ReplicationNot run yet
Raw evidenceruns and trials

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