Rolling record / ARQ 63 Concerning · ▲ +2 7-day 3595 events in window / as of 02 Oct 2026
ARQAI Risk Quotient
capability 50.8 Mixed

Why Pretraining Fails to Share Cross-Lingual Knowledge

A research paper analyzing why pretraining does not transfer knowledge across languages, with implications for multilingual model capability.

A research paper analyzing why pretraining does not transfer knowledge across languages, with implications for multilingual model capability.

Auto-scored: This is a technical research paper on cross-lingual knowledge transfer, not an event with risk or mitigation implications.