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a three-time lurker first time speaker Ive been kind of obsessed with that joke for the last couple of days largely because beginning with something like that makes me slightly more comfortable in my skin but okay yeah so thanks for having me and so let me uh do precisely what this thing says let me begin with a beginning although its not the beginning so in Fritzs you know synthetic approach to Markov kernels blah blah blah blah paper theres this quotation that we can extract which says the defining equation of marginalization f of Y given a is equal to the sum over all possibilities of X of f of x and y given a hereby acquires acquires a completely formal meaning valid in any Markov category despite the apparent utility and generality of this notation we will leave a complete formalization of it to future work well the purpose of this talk at least in the small scale is to describe such future work come on this is embarrassing okay and as you may have been freaked out you saw tw