"Good afternoon everyone. Tea is now served in the kitchen. Have a great weekend." Every day at 3 in the afternoon, the scientists and staff at SFI meet for tea time! This is a time to get together for a break, have some delicious snacks, and chat informally with whoever happens to be around. Tea time has been an essential part of SFI's culture since its founding. And the promise of food and conversation manages to get everyone out of their offices and into the institute's large kitchen for a needed afternoon break. "Are you a St. John's person?" "Graduate, yes." "Oh. Now you're working here?" "Yeah." "Are you working with Simon?" "Sometimes, yes." Simon: "On occasion!" "I think it would fit in beautifully you know, next time around." "Mhm. Okay. Well we should talk." "I would really encourage. I'd be glad to give you any number of examples, ways in and so forth." "Okay." This is Sarah, who I've just met here at tea time today. "Hello." Sarah, can you tell us how you are and what you're doing here at SFI? Sarah: Sure, my name is Sarah Klingenstein and I am a graduate fellow. I graduated last fall with a Masters in Eastern Classics from St. John's College in Santa Fe and previous to that, I studied linguistics, also at the graduate level, at the University of Colorado, Boulder. "What brought you to Santa Fe?" Sarah: Well it's kind of funny actually. When I was in college, my first job was as a research associate and it was this project for the Cave, which is this immersive environment and so I was doing a lot of the background research. And all the interesting...I was 18... all the interesting stuff that I was coming across came out of the Santa Fe Institute and so the first time I came to visit Santa Fe, I wanted to come to the Santa Fe Institute and it just wasn't exactly a tourist site so it didn't work, but uhm, so then a couple years ago, when I started at St. John's, there was a posting for a graduate intern at the Santa Fe Institute and I can honestly say that it was a childhood dream of mine to work at the Santa Fe Institute. "So what are you doing here?" Sarah: Uhm a lot of my work is computational linguistics. It's funny, it's at the uhm infrequently explored intersection between computational linguistics, British legal history, and information theory. "Oh wow!" laughter Sarah: And in a broad sense, what we are trying to do is come up with a sophisticated way to...uh...kind of quantify changes in uhm...in semantics over time. And linking that to institutional change. "In this course, we covered some of Shannon information theory and uhm, basically found that it doesn't really have a lot to say about semantics. "Right." So I'm wondering how you're using it in your work on semantics. Sarah: "Well, what we've had to do is come up with a way to course-grain the English language, and so we've actually borrowed the structure that Roget used when he first made his thesaurus. What he initially did wasn't just making synonym sets, he also built this whole nested semantic structure of the English language. At the very top, there are 6 categories and all of English fits into these six categories. What that has done is kind of provide us with a ready-made...uhm... nested, semantic classification system. And so what that allows us to do is course-grain the semantics of English into these categories. And so we've been treating them like probability distributions, and so in that way... "You can do the kind of...Shannon entropy." Sarah: Exactly, yeah. "Okay, well thanks a lot Sarah, very interesting." Sarah: It was nice to meet you. "And nice to meet you." Inaudible conversation