arxivcs.CLcs.AIcs.CY2026-07-09
Trusting sovereign language models as scientific instruments: evidence from Portugal's AMALIA
National language models are becoming publicly funded epistemic infrastructure. Public ownership, linguistic specialization, and open weights create a presumption of trustworthiness. Such an instrument, built by and for a language community, looks like the natural choice for meas…