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Dynamic multipliers outperform fixed ones by responding to real-time network risk. Oracle-fed mechanisms can increase rewards during high-risk periods like upgrades or congestion, improving risk compensation and operator retention. Fixed multipliers often overpay during calm periods and underpay during stress, leading to inefficiency.