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for those of you who are coming here for the first time welcome to the fhe.org meetup so fhe.org is a community uh around homomorphic encryption where we talk about everything from engineering to science to potential applications of homomorphic encryption uh we have those monthly meetups where people present the work that theyve been doing and we also have of course the discord server where you can talk about homomorphic encryption and we also provide support for some of the different frameworks when i say we i mean the community of course so my name is rand im the ceo of a company called zama where we have been working on the concrete framework for homomorphic encryption um if you guys are interested in the tfh scheme specifically youll find a lot of stuff coming out of our team on that but this is not about zama this is more about a community in general so this is completely independent um so today were going to have a talk about private uh information retrieval from muhammad wh