BLF families for arbitrary class- comparison rates
Develop a Barrier Lyapunov Function family beyond the logarithmic and power forms that recovers an arbitrary class- comparison rate in the vanishing-clearance-margin limit.
References
Recovering an arbitrary class-$\mathcal{K}$ comparison rate would require a BLF family beyond the log/power pair, and is left open.
— Enforcing a Strict Safety Margin in LLM Text Generation via Barrier Lyapunov Control
(2610.17929 - Singh et al., 13 Oct 2026) in Section 4.2, immediately following Corollary 2 (Relation to the CBF Case)