let's bring in initialized capital partner kim-mai cutler.my column today, reddit got there ai story right. i thought it was interesting they went there with that. what did you make of it? kim-mai: i think it is a tremendous day for the whole team there, for steve, for alexis. you know, that company in particular has a long history and close ties with sam altman, who runs openai. i think that relationship over the last decade or more benefited their ability to ride this wave and reddit itself is an incredible property. i am a multiple times a day. a wealth of information they have and all of the different subcommunities and the way people talk honestly and freely about what they think, you know, it is an incredible data source. ed: what i find so interesting, particularly in deployed capital, the types of startups you invest in, reddit is an example of where don't need to be a builder of large leg which models or infrastructure play to be a participant in what is happening in ai. do you have any parallel examples of companies you think will b