Prior-free mechanism

In the context of mechanism design, a **prior-free mechanism** refers to a method of designing algorithms or systems in a way that does not rely on any assumptions regarding the prior distribution of types or valuations of the participants. This is particularly significant in environments where individuals may have private information or varying preferences, such as auctions, public goods provision, or any setting involving resource allocation.