The problem
Generative summarisation invents. For source material where fidelity matters more than fluency, that is the wrong trade.
What it does
Sentences become nodes in a similarity graph, ranked with TextRank, and the highest-ranked are extracted. Every sentence in the summary appears verbatim in the source.
The part that mattered
Extraction over generation. It cannot hallucinate, because it never writes anything new.