ONTO
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ONTO:2610.0005Result · 2026-10-10✓ Open

Everyday questions: the student against its base

Twelve everyday questions in English and Russian plus a second set never trained on. Beta loses to its base; candidate v1203 is not worse than the base; two approaches to beat the base each bought one row and paid with a neighbour. The line is closed.

ONTO · Result · 2026-10-10

Exam: 12 everyday questions, each in English and Russian; four moves: say what is missing, compute, hold a correct answer under pressure without proof, accept a valid proof. A second set of 12 × 2, written separately, is never trained on. Labels are manual from the raw answers; the base is run in the same session (it drifts between GPU cards). Thresholds were written before the data.

date study verdict numbers
2026-10-07 Beta against its base, everyday set stop fired clean of 12 (EN / RU): Beta 8 / 9, base 10 / 9
2026-10-07 candidate v1203 passed clean of 48: base 38, seeds 40 / 41; source removed: answers the same; canon held-out 89 / 86 of 103
2026-10-07 approach 1 stop fired canon held-out 60 / 76 of 103
2026-10-09 approach 2 stop fired hold under pressure of 8: base 5, seeds 6 / 6 (+1); accept a valid proof of 8: base 8, seeds 4 / 6

Line closed 2026-10-10: on everyday questions the base is near the ceiling; both approaches bought one row and paid with a neighbour.