A soft fork is a backward-compatible rule tightening that older nodes still see as valid.
Bitcoin often prefers soft-fork upgrades to reduce split risk. Activation still needs coordination.
In research workflows, Soft fork is usually interpreted with Fork, Hard fork, and Bitcoin rather than as a standalone signal. Throughput, finality, and fee markets determine user experience and where activity migrates during congestion.