Two Vocabularies, One Phenomenon: Metadata Bias in AI Evidence Synthesis on Fertility Decline

Boyana Buyuklieva, Veronica-Nicolle Hera

Declining fertility is one of the defining policy questions of the next decade, and increasingly, what policymakers know about it is shaped by AI-synthesising the evidence base. Bu…