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Beetle TRIAL

The artifacts turn multilingual training-order claims into reproducible experiments. Results come from small models and controlled corpora and should not be extrapolated directly to frontier-scale systems.

Next stepWithin one day, rerun one public budget for one language and check whether curriculum and reading-time differences reproduce.

Judgment reviewed 2026-10-25 · Basis: Beetle publishes a multilingual suite for testing learning curricula

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