Does gamma-ray burst clustering finally settle the merger-versus-collapse debate?

Gamma-ray bursts come in two flavors—short and long—thought to arise from different cosmic catastrophes, but clustering algorithms keep disagreeing on how many groups exist because they require researchers to guess the answer in advance. A new parameter-free method cuts through this by letting the data itself determine the groups, confirming the two-class picture without hidden assumptions.