So I hope you enjoyed that. Again I tried to showcase the, the juxtaposition of the mechanical computers moving to the electronic computers and how it was a collective effort by, by many people. And so one of the things that happened sort of after this. After the war, they didn't need Bletchley Park anymore, so they shut the Bletchley Park down. And all these people who had worked on all these things and built all these things went to various academic places like MIT, Manchester, Harvard. And what happened was, what they had done was a secret and they could say nothing about it. But they had realized, and they couldn't forget that electronics could do computation, and electronics could do computation far more rapidly than anything we've ever imagined before. So a series of computers came up really fast after the war. They got you know relaxed the wars over, we feel good. But let's start thinking about what we would build if we were going to do computations like weather, or other kinds of cool computations instead of just wartime computations. And, and so these next generation of computers that are often thought of as the first computers in the world, which are really kind of like the follow-on computers to the computers built at Bletchley Park. And so the immediate postwar period in the 1940s, took the US and UK code breaking. There was similar things in the United States as well, and I'm sure elsewhere, where that pushed the envelope of computation. But folks that had built all these things for wartime purposes switched and moved into academic and peacetime purposes. And so they built I mean, if you think about it, they have less pressure but they already know it's feasible and they can kind of sit back and relax and go like ok, that would be a little better. We kind of compromise there, so they built some really elegant computers. And you know, they can all sort of fight over who's the first. But ultimately, they all pretty much came out very quickly, one after another, cause the idea had escaped. So this is the beginning of sort of electronic computation. The fact that electricity can be used to represent data, and that can be used to change data very rapidly as compared to other things that used physical. Storage for computer information so this was a great time. Electronic computation from the specialized to the general purpose and these people really built some exciting computers many of the architectures of which are, are, are kind of still sort of with us. A lot of the architectures were innovative, the innovative architectures we still use today were conceived and imagined there. Also in the post war period in 1950s, as a bit of an aside there was a, there was a realization by the, certainly the federal government United States that academics were kind of useful. Right, I mean the people that really had won the war for them were academics. Not just computer people but also people that built, designed airplanes and radar and things like that. And so there's a sense that the safest country was the country that had the smartest people. And in many ways, the entire US educational system was built to find really bright scientists and educated them very effectively. And so and so there was a real boom in building science departments national science foundation was fund created right after the war. And, and so United States and other governments really greatly invested in research. And there's this movie Beautiful Mind and I've got the URL there at the bottom. It's not required, but I love the movie. And it gives you a sense in particular the scene I'm pointing to, gives you a sense of how mathematicians were in many ways treated like celebrities. So I will pause just for a minute, in case you want to pause this video and then go take a look at the John Nash video. So of course John Nash was a real person he received his PhD in mathematics at Princeton. At 22 years old he was a prodigy. He was on the mathematics faculty at MIT in 1951 to 1958, and he had adult onset schizophrenia. Right before he was 30 years old and, and it was quite a severe case. And it took it, it, it, he spent a number of years in sort of mental institutions, homeless, Et cetera. But in his work in Princeton in an area called of economics called, game theory. He did something that was quite innovative, and it really revolutional, revolutionized in many ways our understanding of economics. And, and he sort of he, he got his schizophrenia under control in the mid 90s. And, and he was awarded the Noble Prize for economics in 1994. So this is just kind of this moment where this stuff, all this stuff was blossoming in the 40's and the 50's. Now in the 1960's, we started seeing a different way of computing. This was moving from the research into the mathematics of building computers to the applications of the computers. And we needed to have connectivity because you would be a computer and. You know in, in 1955 there might be one computer available to a university researchers in the entire state, and so you had to connect them together, and so we would often end up with, these things we called terminals in our office and they would use these dial up modems and they would connect. Perhaps for a local call to a local computer, or even a long distance call, a very expensive long distance to a remote computer. But these computers were so central and so precious, that we didn't care about the cost of phones and we couldn't share them. I mean we didn't, everybody didn't' have a computer they way they do today. So there was a couple of different models. One is that you had people doing their work connecting to computers over these modems. And then more rarely, you had computer to computer connections using what are called leased lines. These leased lines were very expensive. They were kind of like making a long distance phone call 24 hours a day, 7 days a week. They were rarely used in academic situations because they were so expensive. It was more common for a bank to use them to, say, move all their data from their branch locations to the central locations. Once a day they were generally slow, and very expensive, and they were justifiable in certain situations. And so, that's kind of how our world was, we, we had something on our desk, and then we used that to connect through the phone lines to a central computer that was shared with many different people, we called it time share, and so, oops. So this next video that I want to show you just the first part of it, you don't have to watch the whole thing. Is kind of in the 60s in, and the, and 70s when I became involved in computing, this was kind of the way that we perceived our computers. You know, we would dial them up. And they made these clunking noises those teletype that you're going to see in this video is a, is a world war two artifact basically. And, and my first programming personally was on this kind of a computer, making this exact noise. Noise that your going to hear in this video. And I think that the key to emphasize here is that you know, your it's kind of fun to look at back at this guy with his horny rimmed glasses. But, but we really were enjoying ourselves, and you think, well I got this fancy cell phone and it does all these wonderful things, and I play Angry Birds on it, and, and weren't these people not having fun? And the answer is we were having a great time. We were connecting, communicating, calculating, computing, doing all these wonderful things. We just were doing it more slowly with simpler equipment. But, but even from the beginning in the sixties and the seventies, people talking to people were an important part in the use of this technology. So take a quick look at this video and then come on back.