Nature Biotechnology, Published online: 22 September 2026; doi:10.1038/s41587-026-03321-y

Interpreting transcript diversity requires moving beyond ‘known’ versus ‘novel’ and towards a multidimensional framework based on technical credibility, contextual prevalence, reproducibility, molecular consequence and phenotypic relevance.