How to Speak — Transcript
Full transcript
- 0:00[Music]
- 0:19the uh uniform code of military
- 0:23Justice specifies Court marshal for any
- 0:25officer who sends a soldier into battle
- 0:28without a weapon
- 0:30there ought to be a similar protection
- 0:32for students because students shouldn't
- 0:33go out into life without an ability to
- 0:37communicate and that's because your
- 0:39success in life will be determined
- 0:40largely by your ability to speak your
- 0:43ability to write and the quality of your
- 0:46ideas in that
- 0:49order I know that I can be successful in
- 0:52this
- 0:53because the quality of
- 0:55communication your speaking your writing
- 0:58is largely determined by this
- 1:00formula it's a matter of how much
- 1:03knowledge you have how much you practice
- 1:06with that knowledge and you're inherent
- 1:08talent and notice that the tea is very
- 1:11small what really matters is what you
- 1:14know this point came to me U suddenly a
- 1:18few decades ago when I was skiing at Sun
- 1:21Valley I had heard that it was celebrity
- 1:24weekend and one of the celebrities was
- 1:28a was Mary L Reon famous Olympic gymnast
- 1:33perfect tens in the vault and I heard
- 1:35that she was an novice at skiing so when
- 1:38the opportune moment arrived I looked
- 1:40over on a novice slope and saw this
- 1:43young woman who when she became
- 1:45unbalanced went like that and I said
- 1:49that's got to be her that must be the
- 1:52gymnast but then it occurred to me I'm a
- 1:55much better skier than she is and she's
- 1:57an Olympic Athlete not only an ordinary
- 2:00Olympic Athlete an outstanding
- 2:02one and I was a better skier because I
- 2:04had the K and I had the p and all she
- 2:08had was the tea so you can get a lot
- 2:11better than people who may have inherent
- 2:13talents if you have the right amount of
- 2:16knowledge so that's what my objective is
- 2:18today and here's my promise today you
- 2:21will see
- 2:22some examples of what you can put in
- 2:25your
- 2:26armorium of speaking techniques
- 2:30and it will be the casee that someone of
- 2:34those examples some urtic some technique
- 2:37maybe only one will make will be the one
- 2:40that gets you the
- 2:41job and so this is a very nonlinear
- 2:44process you never know when it's going
- 2:46to happen but that is my promise by the
- 2:48end of the next 60 Minutes you'll been
- 2:52exposed to a lot of ideas some of which
- 2:55you'll incorporate into your own
- 2:57repertoire and they will ensure that you
- 3:00get the maximum
- 3:02opportunity to uh have your
- 3:05ideas uh valued and accepted by the
- 3:09people you speak with now in order to do
- 3:12that we have to have a rule of
- 3:15Engagement and that
- 3:18is no laptops no cell phones so if you
- 3:22could close those I'll start up as soon
- 3:25as you're
- 3:26done some people ask why that uh is a is
- 3:29a rule
- 3:30engagement and the answer is we humans
- 3:34only have one language processor and if
- 3:37your language processor is engage could
- 3:38you shut the laptop please if your
- 3:40language processor is engaged browsing
- 3:44the web or reading your email you're
- 3:46distracted and worse yet you distract
- 3:49all the people around you Studies have
- 3:51shown that and worse yet if I see a open
- 3:54laptop somewhere back there or up here
- 3:58it drives me nuts and I do a worse job
- 4:02and so that ensures that all of your
- 4:04friends who were who are paying
- 4:06attention uh don't get the performance
- 4:08that they came to
- 4:10have so that's it for Preamble let's get
- 4:15started first thing to talk about of
- 4:17course is how to
- 4:24start some people think the right thing
- 4:27to do is to start a talk
- 4:31a
- 4:38joke I don't recommend
- 4:42it and the reason is that in the
- 4:45beginning of a talk people are still
- 4:47putting their laptops away they're
- 4:49becoming adjusted to your speaking
- 4:51parameters to your vocal
- 4:55parameters and they're not ready for a
- 4:57joke so it doesn't work very well they
- 5:00usually fall
- 5:01flat what you want to do instead is
- 5:04start with empowerment
- 5:08promise you want to tell people what
- 5:10they're going to know at the end of the
- 5:13hour that they didn't know at the
- 5:15beginning of the hour it's an
- 5:16empowerment promise it's the reason for
- 5:18being
- 5:20here uh what would be an example oh I
- 5:23see at the end of this 60 Minutes you
- 5:28will know things about speaking you
- 5:29don't know now and something among those
- 5:32things you know will be make a
- 5:33difference in your life yeah that's an
- 5:34empowerment promise so that's the best
- 5:36way to
- 5:37start so now that I've talked a little
- 5:40bit about how to start what I want to do
- 5:42is give you some samples of tics that
- 5:44are always on my mind when I give a
- 5:48talk and first of these
- 5:50tics is that it's a good idea to cycle
- 5:53on the
- 5:55subject go around it go around it again
- 5:59go around
- 6:00again some people say tell them what you
- 6:03want to tell
- 6:04them tell them again and then tell them
- 6:07a third time as if
- 6:10people weren't intelligent but the point
- 6:12is the reason is well there are many
- 6:15reasons one of which is at any given
- 6:17moment about 20% of you will be fogged
- 6:19out no matter what the lecture is so if
- 6:22you want to ensure that the probability
- 6:23that everybody gets it is high you need
- 6:25to say it three
- 6:28times so cycling is one of the things
- 6:30that I always think about when I give a
- 6:32talk another thing I think about is in
- 6:36explaining my idea I want to build a
- 6:38fence around
- 6:43it so that it's not confused with
- 6:45somebody else's idea so if you were from
- 6:49Mars and I was teaching you about what
- 6:51an arch is I might say to you well
- 6:53that's an arch and that's not to be
- 6:56confused with some other things that
- 6:57other people might think is an AR this
- 6:59is not an AR
- 7:01Arch that's not an arch I'm building a
- 7:04fence around my idea so that it can be
- 7:06distinguished from somebody else's idea
- 7:09so in a more technical sense I might say
- 7:11well my algorithm might similar might
- 7:14seem similar to Jones's algorithm except
- 7:15his is exponential and mine's linear
- 7:18that's putting a fence around your idea
- 7:19so that people can not be confused about
- 7:22how it might relate to something
- 7:25else the third thing on this list of
- 7:28samples
- 7:30is the idea of verbal
- 7:43punctuation and the idea here is that
- 7:47because people will uh occasionally fog
- 7:50out and need to get back on the bus you
- 7:52need to provide some Landmark places
- 7:55where you're announcing that it's a good
- 7:58time to get back on
- 8:00so I might in this talk say something
- 8:02about this being my
- 8:04outline the first thing we're going to
- 8:06do is talk about how to start then we're
- 8:09going to deal with these four samples
- 8:11and among these four samples I've talked
- 8:14about the first idea that's cycling the
- 8:16second idea building a and now the third
- 8:18idea is build is verbal
- 8:20punctuation so I'm enumerating I'm
- 8:23providing numbers I'm giving you a sense
- 8:26that there's a seam in the talk and you
- 8:28can get back back on
- 8:32okay so now we're on a
- 8:34roll uh and since we're on a
- 8:37roll can you uh guess what fourth idea
- 8:41might be here an idea that helps people
- 8:43get back on the
- 8:50bus yes ask question ask a question yes
- 8:55thank
- 8:57you so ask a question
- 9:05and so I will ask a question how how
- 9:07much dead air can there be how long can
- 9:09I pause uh I counted 7 Seconds it seems
- 9:13like an eternity to me to wait and not
- 9:15say anything for 10 for 7 seconds but
- 9:17that's the the standard amount of time
- 9:19you can wait for an answer and of course
- 9:21the question has to be carefully chosen
- 9:23it can't be too obvious because then
- 9:25people will be embarrassed to say what
- 9:27the answer is can't be too hard because
- 9:29nobody will have anything to
- 9:31say so here are some sample eristics you
- 9:34can put in your armorium and build up
- 9:37your your repertoire of uh ideas about
- 9:42presentation and now if this persuades
- 9:46you that there is something to know that
- 9:50there there is knowledge then I've
- 9:52already succeeded because what I want to
- 9:55convince you of is if you watch the
- 9:57speakers you admire and feel are
- 9:59effective and ask yourselves why they're
- 10:01successful then you can build up your
- 10:04own personal repertoire and develop your
- 10:06own personal style and that's that's my
- 10:08fundamental
- 10:09objective and the rest of this talk is
- 10:12about some of the things that are in my
- 10:13arm inventorium that I think are
- 10:16effective so next thing on our agenda as
- 10:20we start to discuss these other things
- 10:22is a discussion of time and place so
- 10:25what do you think is a good time to have
- 10:26a lecture
- 10:3011:00 a.m.
- 10:37yeah and the reason
- 10:41is most people at MIT are awake by then
- 10:44and hardly anyone is going back to
- 10:47sleep it's not right after a meal people
- 10:50aren't fatigued from this or that it's a
- 10:52great time to have a
- 10:53lecture so that brings me next to the
- 10:56question of what about the place and the
- 10:58most important thing about the place is
- 11:01that it be well
- 11:08lit this room is well
- 11:11lit problem with the other kinds of
- 11:13rooms is that we
- 11:15humans uh whenever the lights go down or
- 11:18whe whenever the room is dimly lighted
- 11:20it signals that we should go to sleep so
- 11:23whenever I go somewhere to give a talk
- 11:25even today the first thing I do when I
- 11:27speak to the audiovisual people is say
- 11:30keep the lights full
- 11:33up oh they might
- 11:36reply people will see the slides better
- 11:38if we turn the lights off and then I
- 11:41reply it's extremely hard to see slides
- 11:44through closed
- 11:49eyelids what else can you say about the
- 11:52place well the place should be
- 11:57cased and I mean that in the clal sense
- 12:00of like uh if you're robbing a bank you
- 12:03would go to the bank you know some some
- 12:06occasions before to see what it's like
- 12:08so there are no surprises when you uh
- 12:10when you do your
- 12:12robbery so uh whenever I go somewhere to
- 12:15speak the first thing I ask my host to
- 12:17do is to take me to the place where I'll
- 12:18be speaking so that there any
- 12:21weirdnesses I'll be able to
- 12:23um to deal with it uh sometimes it might
- 12:27require some intervention some time it
- 12:29just might require me to understand what
- 12:31the challenges are so when I came here
- 12:35this morning I did what I typically do I
- 12:39imagined that all the seats were filled
- 12:40with disinterested farm
- 12:43animals that way I knew that no matter
- 12:45how bad it was it wouldn't be as bad as
- 12:50that so uh finally it should be
- 12:54reasonably it should be reasonably
- 12:56populated
- 13:04it should
- 13:04be it should be the case that you know
- 13:07if there are 10 people in this Hall
- 13:09everyone would be wondering what's going
- 13:11on that's so much more interesting that
- 13:12nobody's here so you want to get a right
- 13:15siiz place that's doesn't have to be
- 13:17packed but it has to be more than half
- 13:19full so those are some thoughts about uh
- 13:22time and place next thing I want to talk
- 13:25about is uh subject of uh bo boards and
- 13:29props and
- 13:37slides well these are the tools of the
- 13:40trade uh I uh believe that this is the
- 13:44uh this is the the right tool for uh
- 13:48speaking when your purpose is uh
- 13:51informing uh the slides are good when
- 13:53your purpose is uh exposing but this is
- 13:56what I use when I'm informing teaching
- 13:58lecturing
- 14:00and there are several reasons why I use
- 14:02it for one thing when you use the board
- 14:04you have a Graphic
- 14:09quality it's the case that when you have
- 14:11a board then you can easily exploit the
- 14:16fact that you can use Graphics in your
- 14:21presentation so that's the graphic
- 14:23quality that I like and next thing I
- 14:25like is like a speed property
- 14:30the speed with which you write on the
- 14:31Blackboard is approximately the speed at
- 14:33which people can absorb ideas if you go
- 14:36flipping through a bunch of slides
- 14:38nobody can go that
- 14:43fast finally one great property of a
- 14:46board is that it's can be a
- 14:52Target many people
- 14:55who are novices at speaking find
- 14:59themselves uh suddenly aware of their
- 15:02hands it's as if their hands were
- 15:05private parts that shouldn't be exposed
- 15:07in public so right away they go into the
- 15:09pockets and this is considered insulting
- 15:12in some parts of the world or
- 15:14alternatively maybe the hands will go in
- 15:17in back like this I was once in a
- 15:21Convent in
- 15:23Serbia and uh my uh host U well we were
- 15:27as soon as we entered a nun came up to
- 15:30us and offered us a refreshment and I
- 15:32was about to say no thank you when he
- 15:34said eat that stuff or
- 15:37die it's a question of local custom and
- 15:40and politeness but then uh before
- 15:44anything happened there uh the nun
- 15:46pulled my hands off like this because it
- 15:49was extraordinarily insulting in that
- 15:51culture to have your hands behind your
- 15:53back so uh why is that well it's it's
- 15:57usually supposed that that's what that
- 15:59has to do with whether you're concealing
- 16:00a weapon so if your hands are in your
- 16:03pockets behind your back then um it
- 16:07looks like you might have a weapon and
- 16:10that's what I mean by The Virtue one of
- 16:12these virtues of the board now you have
- 16:14something to do with your hands you can
- 16:15point out the
- 16:19stuff I was once watching Seymour paper
- 16:21give a lecture I thought it was terrific
- 16:23so I went a second time first time to
- 16:26absorb the content second time to note
- 16:28the style
- 16:29and what I discovered is that papet was
- 16:31constantly pointing at the board and
- 16:34then I thought about a little while and
- 16:35I noted that none of the stuff he was
- 16:38pointing to had anything to do with what
- 16:39he was
- 16:42saying nevertheless it was a effective
- 16:48technique so that's a just a little bit
- 16:50about the the virtue of of of black
- 16:52boards and now I want to talk about
- 16:55props you know the custodians of
- 16:57knowledge about props s are the
- 17:00playwrights many decades ago I saw a
- 17:03play by Hinrich Ipson it was head of
- 17:06gabbler I remember vaguely there was
- 17:09about a woman in an unhappy marriage and
- 17:12her husband was in competition for an
- 17:15academic job with somebody else and he
- 17:17was going to lose partly because he was
- 17:19boring and partly because the competitor
- 17:22had just written a magnificent book by
- 17:25the way this is back in the days before
- 17:27they were copying machines and comp
- 17:29computers any anyhow as the play
- 17:32opens there's a pot bellied
- 17:42stove and in the beginning of the
- 17:45play uh the putt belly stove with its
- 17:48open door just has some uh slightly
- 17:51glowing
- 17:53Embers but the P stove is always there
- 17:56and it tension mounts in the play
- 17:59uh and you see this manuscript this prop
- 18:02that Ipson so artfully used you just
- 18:05know that something's going to happen
- 18:08because as the play goes on the Fire
- 18:11gets bigger and hotter and finally all
- 18:14consuming and you just know that that
- 18:16manuscript is going to go into that
- 18:20fire it's memorable thing it's what I
- 18:22remember about
- 18:25play so the play rights have got this
- 18:27all figured out
- 18:29uh but on the other hand they're not the
- 18:31only people who can use props here's an
- 18:34example of the use of a prop also due to
- 18:38sear paper he was talking about how it's
- 18:41important to look at the problem in the
- 18:43right way and here's an example that uh
- 18:47not only teaches that but makes it
- 18:49possible for you to embarrass your
- 18:50friends in mechanical engineering so
- 18:53here's here's what you do take this
- 18:55bicycle wheel you start it spinning and
- 18:58then you put some
- 18:59torque on the axle or
- 19:03equivalently you blow on the edge and
- 19:06the issue is does it go that way or does
- 19:10it go that way now the mechanical
- 19:13engineers will immediately say oh yes I
- 19:16see right hand screw and they'll put
- 19:18their fingers in this position but
- 19:21forget exactly how to align their
- 19:23fingers with various aspects of the
- 19:26problem and so it's you usually the case
- 19:29that they get it right with about a 50%
- 19:33probability so they um very fancy
- 19:37education gets them up to the point
- 19:39where they're equivalent to flipping a
- 19:42coin but it doesn't have to be that way
- 19:45because you can think about the problem
- 19:47a little differently so here's what you
- 19:49do you take some duct tape and you uh
- 19:53put it around part of the wheel like
- 19:56that and now you start to think about
- 19:58not the whole wheel but just the little
- 20:01piece that's underneath the duct tape so
- 20:04here that piece comes rolling over the
- 20:05top and at this point you blow on it
- 20:07with a puff of air forgetting about the
- 20:10rest of the wheel what happens to that
- 20:11little piece that's under the duct tape
- 20:13it must want to go that way cuz you bang
- 20:15on it like that it's already going down
- 20:18like that and what about the next piece
- 20:20same thing next piece same thing so the
- 20:23only thing that can happen is the wheel
- 20:26goes over like that and so now you'll
- 20:28never Wonder again because you're
- 20:30thinking about the problem in the right
- 20:32way and it's
- 20:34demonstrated by the use of a
- 20:37problem you can try this after we're
- 20:43done another example I like to remember
- 20:47is one from when I was taking
- 20:49801 Alan Lazarus was the instructor at
- 20:52the time and he was talking about the
- 20:54conservation of energy kinetic and
- 20:57potential
- 20:59and there was a long wire in the ceiling
- 21:02in 26 100 attached to a much bigger
- 21:05steel Ball but one not un like this and
- 21:09Lazarus uh took the
- 21:12ball up against the wall like this he
- 21:15put his head flat against the wall to
- 21:17steady
- 21:18himself and then uh he let go and the
- 21:21Pendulum takes many seconds ago over and
- 21:24back and then uh gently uh kisses
- 21:28lazarus's
- 21:30nose and so you have many seconds to
- 21:32think this guy really believes in the
- 21:35conservation of
- 21:41energy um do not try this at
- 21:45home the problem is that uh first time
- 21:49you do this you may not just let go
- 21:51there's a natural human tendency to push
- 22:01so uh that's a little bit on a subject
- 22:04of
- 22:23props you know it's interesting whenever
- 22:25surveys are taken students always say
- 22:28more chalk less
- 22:30PowerPoint and uh why would that be uh
- 22:34props are always also very
- 22:36effective why would that be uh I'll give
- 22:39you my Lunatic Fringe view on this it um
- 22:44has to do with
- 22:46uh what I would call
- 23:00empathetic
- 23:01mirroring when you're sitting up there
- 23:03watching me right on the board all those
- 23:05little mirror neurons in your head I
- 23:07believe become actuated and you can feel
- 23:10yourself writing on the Blackboard and
- 23:13even more so uh when I uh talk about
- 23:16this steel ball going that way and this
- 23:19way you can you can you can feel the
- 23:21ball as if you were me and you can't do
- 23:24that with a slide you can't do it with a
- 23:27picture you need to see see it uh in in
- 23:30the physical world that's why I think
- 23:33that oh yes of course it's it's there
- 23:35there speed questions involved too that
- 23:37have to be separated out but I think the
- 23:40empathetic mirroring is why props and
- 23:42the use of a Blackboard are so
- 23:46effective
- 23:48well let's
- 23:50see oh yes there is one more thing by
- 23:54way of uh the tools and that has to do
- 23:57with the uh use of
- 24:01slides I repeat I think they're for
- 24:04exposing ideas not for teaching ideas
- 24:06but that's what we do in a job talk or
- 24:09conference talk we expose ideas we don't
- 24:12teach them so let me tell you a little
- 24:15bit about my views on that
- 24:19um I remember once I was
- 24:23um in um Terminal
- 24:26A had Logan airport I just come back
- 24:29from a really miserable conference and
- 24:33the flight was really horrible it was
- 24:35one of those that feels like an
- 24:36unbalanced washing machine and for the
- 24:39only time in my life I decided to uh
- 24:42stop on my way to my car and have a cup
- 24:46of coffee and relax a little bit and I
- 24:48as I was there for a few minutes uh
- 24:50someone came up to me and said uh are
- 24:52you Professor
- 24:53Winston I think so I
- 24:56said I don't know I guess I was trying
- 24:59to be funny in any event uh he said I'm
- 25:01on my way to Europe to give a job talk
- 25:04would you mind critiquing my
- 25:06slides not at all I said you have too
- 25:08many and they have too many
- 25:11words how did you know he said thinking
- 25:14perhaps I'd seen a talk of his before I
- 25:18hadn't uh my reply was because it's
- 25:21always true there are always too many
- 25:23slides always too many words so let me
- 25:26show you some extreme examples of how
- 25:29not to use
- 25:33slides well for this demonstration I
- 25:36need to be uh way over
- 25:40here um and uh when I get over here then
- 25:43I can start to say things like
- 25:47U one of the things you shouldn't do is
- 25:49read your
- 25:50transparencies people in your audience
- 25:52know how to read and reading will just
- 25:53annoy them also you should be sure that
- 25:56you have only a few words on each
- 25:58transparency and that the words are easy
- 26:01to read and I hope it driving you
- 26:03crazy because I'm committing uh all
- 26:06kinds of crimes the first of which is
- 26:08that there are too many words on this
- 26:11slide second of which is I'm way over
- 26:13there and it slides away over there so
- 26:16you get into this uh tennis match
- 26:19feeling of uh shifting back and forth
- 26:22between the slide and the speaker you
- 26:24want the slides to be uh condiments to
- 26:26what you're saying not the main event or
- 26:29the opposite way around so how can we
- 26:31fix this step number one is to get rid
- 26:35of the background junk that's always
- 26:39distraction uh step number two is to get
- 26:41rid of the
- 26:42words when I reduceed the the words to
- 26:45these then everything I
- 26:47read a previous time I'm not licensed to
- 26:51say because it's not on the slide I'm
- 26:53not reading my slides anymore but I'm
- 26:55saying what was written on the slides in
- 26:58a previous
- 27:00example so what else can we do to
- 27:03simplify
- 27:04this well we can get rid of the logos we
- 27:07don't need
- 27:09them
- 27:11simplification what else can we
- 27:14do get rid of the
- 27:16title now I want to talk to you about
- 27:18some rules for slide preparation I'm
- 27:21telling you the title doesn't have to be
- 27:23up there by reducing the number of words
- 27:26on the slide I'm allowing you pay more
- 27:28attention to me unless to what's written
- 27:30on the
- 27:31slide I mentioned it before we have only
- 27:33one language processor and we can either
- 27:36use it to read stuff or to listen to the
- 27:39speaker and so if we have too many words
- 27:42on the slide forces people in the
- 27:44audience to read this stuff and not
- 27:48listen student of mine did an experiment
- 27:50a few years ago uh he taught some
- 27:53students some
- 27:55um web based programming
- 27:59ideas half the information was on slides
- 28:02he said the other half and then for a
- 28:04control group he reversed it and the
- 28:07question was what did the subjects that
- 28:11is to say freshman in his fraternity
- 28:13what did the subjects remember
- 28:15best what he
- 28:16said or what they read on the
- 28:20slide and the answer
- 28:22is what they read on the
- 28:25slide when their slides have a lot of
- 28:27material on it they don't pay attention
- 28:29to the speaker in fact in the after
- 28:31Action Report one of the subjects said I
- 28:34wish you hadn't talked so much it was
- 28:39distracting well that last item is
- 28:41eliminate
- 28:42clutter I hear some clutter no no no
- 28:46reason even for those
- 28:48bullets so the too many words problem is
- 28:51a consequence of h a crime Microsoft has
- 28:54committed by allowing you to use funds
- 28:56that are too small
- 28:59so you should all have a sample slide
- 29:02like this that you can use to determine
- 29:05what the minimum Fun Size is that's
- 29:07that's easily leisurable shiv what do
- 29:10you think of
- 29:13those which size is right what's that
- 29:17size is right yeah minimum maybe 40 or
- 29:2150 yeah he says 40 or 50 I think it's
- 29:25about right 35 is get too small not
- 29:29necessarily because you can't read it
- 29:30but because it because you're probably
- 29:32using it to get too many words on the
- 29:36slide what other crimes do we
- 29:38have well we have the laser pointer
- 29:43crime not for that I you know in the old
- 29:45days when we didn't have laser pointers
- 29:47we used wooden ones and people would go
- 29:51waving these things around
- 29:54and pretty soon it became almost like a
- 29:58the CH swirling contest so here's what
- 30:00here's what I recommended in the old
- 30:02days for dealing with this kind of
- 30:07pointer this example of used of a
- 30:13prop Jim glass up there saw this talk
- 30:15about 20 years ago and uh so oh yeah I
- 30:18remembered that talk that's the one
- 30:19where you broke the
- 30:22pointer it's amazing how props uh tend
- 30:24to be the things that are
- 30:26remembered well now oh we don't have uh
- 30:29we don't have physical pointers anymore
- 30:32we've got uh we got laser pointers
- 30:35that's a Wonder more people aren't
- 30:37driven into epileptic fits over this
- 30:39sort of stuff but here's what tends to
- 30:43happen look at that it's a lovely
- 30:46recursive picture and I can become part
- 30:48of it by putting that laser beam right
- 30:51on the back of my head up
- 30:55there and what do you see
- 30:58you see the back of my
- 31:00head I'm have no eye contact no
- 31:02engagement nothing I was sitting with a
- 31:05student watching a talk one day and she
- 31:08said you know what we could all leave
- 31:11and he wouldn't
- 31:15know so what happens when you use a
- 31:17laser pointer you can't use a laser
- 31:18pointer without turning your head and
- 31:21pointing it at something and when you do
- 31:23that you lose uh you lose contact with
- 31:26the audience you don't want to do it so
- 31:29what do you do if you need to need to
- 31:31identify something in your image and you
- 31:33don't want to point at it with a laser
- 31:35this is what you do put a little arrow
- 31:37on there and say now look at that guy
- 31:39number one at the end of Arrow number
- 31:40one you don't need to have laser pointer
- 31:43to do
- 31:48that the to heavy
- 31:50crime when people ask me to review a
- 31:53presentation I ask them to print it out
- 31:56and lay it out on a table
- 32:01when they do that it's easy to see
- 32:02whether the talk is too heavy too much
- 32:06text not enough air not enough white
- 32:09space not enough
- 32:11imagery this is a good example of uh
- 32:15such a talk way too
- 32:17heavy uh the uh presenter has taken
- 32:20advantage of uh small font sizes to get
- 32:23as much on the slide as he
- 32:26wanted lots of crimes here but uh the
- 32:29too heaviness the fact that it's too
- 32:31heavy is what I wanted to illustrate so
- 32:34here by contrast another talk one I gave
- 32:37a few years ago it's not it wasn't a
- 32:38deeply technical talk but I show it to
- 32:42you
- 32:43because there's air in
- 32:45it it's mostly pictures of things there
- 32:49are three or four slides that have text
- 32:51on them but when I come to those I give
- 32:54the audience time to read them and
- 32:56they're there because they might have
- 32:57have some historical significance the
- 33:00first slide with a lot of text on it is
- 33:02a extraction from the
- 33:051957 from the for the from the proposal
- 33:07for the 1957 AI conference at Dartmouth
- 33:10extraordinarily interesting event and
- 33:13that
- 33:15historical extraction from The Proposal
- 33:17helps drive that point
- 33:19home what else have we got here oh yeah
- 33:23your vocabulary word for the day this is
- 33:25an NAX Lon
- 33:28what that means is this is the kind of
- 33:30slide you can get away with exactly once
- 33:33in your
- 33:35presentation this is a slide that got
- 33:37some currency some years ago because it
- 33:39shows the
- 33:41complexity of um governing in
- 33:44Afghanistan by showing how impossibly
- 33:47complex it is it's something we you in
- 33:50the audience can't understand and and
- 33:52that's the point but you can't have many
- 33:55of these you can have one per work one
- 33:57per presentation one per paper one per
- 33:59book that's what it that's what epex Lan
- 34:03is and this is an example of
- 34:05it well I've shown you some crimes and
- 34:08so you might be asking do these crimes
- 34:10actually
- 34:11occur so
- 34:14um they
- 34:20do there's the hands in the pockets
- 34:25crime there's a um crime and time and
- 34:29place selection
- 34:31here this is how you get to the BTO
- 34:34theater first thing you do is you get
- 34:36down these steps over at the media
- 34:39lab then you cross this large open
- 34:43space then you turn right down this
- 34:46Corridor this point whenever I go in
- 34:48there I wonder if if there are torture
- 34:50implements around the corner and then
- 34:52when you get in there you get into this
- 34:55dark gloomy place so it's well- named
- 34:58what when they call it the baros theater
- 35:00because it's a place where you can watch
- 35:01a movie but it's not a place where you
- 35:03can give a
- 35:06talk now on a subject that doesn't
- 35:09happen here's a talk I attended a while
- 35:12back in
- 35:13stada notice that the speaker is H far
- 35:17away from the slides speaker is using a
- 35:19laser
- 35:21pointer and you say to me
- 35:24well what's happening here it's by the
- 35:26way the 80th 80th slide in the
- 35:30presentation notice that it stent with
- 35:32words this is the first of 10 conclusion
- 35:36slides so uh what's the audience
- 35:40reaction that's the sponsor of the
- 35:43meeting he's reading his
- 35:46email this is the co-sponsor of the
- 35:49meeting he's examining the lunch
- 35:52[Music]
- 35:53menu what about this person
- 35:58this person looks like he's paying
- 36:01attention but this because it's a still
- 36:03picture if you were to see a video what
- 36:06you would see is something like
- 36:13this so yeah it it it does
- 36:17happen well now uh that's a a quick
- 36:21review of of tools now I want to talk
- 36:25about some special cases
- 36:30we could talk a little bit about uh
- 36:32informing or to say it another way doing
- 36:35what I'm doing
- 36:36now but I'll just say a few words about
- 36:39that uh in that kind of in that kind of
- 36:41presentation you want to start with a
- 36:42promise like I did for this for this uh
- 36:46for this hour that we're going through
- 36:47now but then it comes to the question of
- 36:49how do you inspire
- 36:51people I've given this talk for a long
- 36:54time and a few years ago um uh our
- 36:57department chairman said would you
- 36:58please give this talk to uh a new
- 37:01faculty and be sure to emphasize what it
- 37:04takes to inspire students and strangely
- 37:07I hadn't thought about that question
- 37:08before so I started a survey I talked to
- 37:11some of my incoming freshman advises and
- 37:14I talked to senior faculty and
- 37:16everything in between about how they've
- 37:19been
- 37:20inspired what I found from the uh
- 37:22incoming freshman is that they were
- 37:24inspired by some high school teacher who
- 37:26told them they could do it
- 37:28what I found in the senior
- 37:31faculty they um were inspired by someone
- 37:34who helped them to see a problem in a
- 37:36new way and what I saw from
- 37:39everyone is that they were
- 37:42inspired when someone exhibited passion
- 37:46about what they were
- 37:48doing exhibited passion about what they
- 37:50were
- 37:51doing yeah so that's uh that's one one
- 37:55way to be inspiring
- 37:57it's easy for me because you know I do
- 38:00artificial
- 38:02intelligence um and uh how how can you
- 38:05not be interested in artificial
- 38:06intelligence right I mean if you're not
- 38:08interested in artificial intelligence
- 38:10you're probably not interested in
- 38:12interesting
- 38:14things so uh when I'm lecturing uh in my
- 38:18AI class it's natural for me to talk
- 38:21about what I think is cool and how
- 38:24exciting some new idea is uh so that's
- 38:27the kind of that's the kind of
- 38:29expression of passion that makes a
- 38:31difference uh while informing with
- 38:34respect to this question of of of
- 38:38inspiring oh yeah and of course during
- 38:41this promise phase you can also Express
- 38:45how cool stuff is let me give you an
- 38:47example of a lecture that starts this
- 38:49way I'm talking about resource
- 38:52allocation it's the same sort of stuff
- 38:54you would think of when you're s it's
- 38:55the same sort of ideas you would need if
- 38:57you're
- 38:58allocating a aircraft to a flight
- 39:00schedule or trying to schedule a factory
- 39:02or something like that but the example
- 39:04is putting colors on the states in the
- 39:07United States without any bordering
- 39:09states having the same color so here it
- 39:14goes this is what I show in the
- 39:16beginning of the class this is a way of
- 39:19doing that coloring and you might say
- 39:22well why don't we wait till it
- 39:24finishes would you like to do that no
- 39:29well we're not going to wait till it
- 39:30finishes because the sun will have
- 39:32exploded and consumed the Earth before
- 39:34this program
- 39:36finishes but with a slight adjustment to
- 39:39how the program works which I tell my
- 39:41students you will understand in the next
- 39:4350 minutes this is what you
- 39:48get Isn't that cool you know you got you
- 39:52got to be you got to be amazed by stuff
- 39:54that takes a computation from longer
- 39:56than the lifetime of the solar system
- 39:58into a few seconds so that's what I mean
- 40:03by providing a promise up front and
- 40:05expressing some passion about what
- 40:07you're talking
- 40:09about well the last item in this little
- 40:11block here is uh uh it has to do with
- 40:14what people think that they do at MIT
- 40:16you ask a faculty what the most
- 40:18important purpose is and they'll say
- 40:20well uh the most important thing I do is
- 40:23teach people how to
- 40:25think and then uh you say oh that's
- 40:28great how do you teach people how to
- 40:30think Blank
- 40:34Stare no one can quite respond to that
- 40:37part that natural next question so how
- 40:40do you teach people how to think
- 40:44well I believe that we are storytelling
- 40:47animals and that uh we start to
- 40:51developing our story understanding and
- 40:53manipulating skills with fairy tales in
- 40:55childhood and continue on through
- 40:58professional schools like law business
- 41:01medicine engineer everything and we
- 41:04continue doing that throughout life so
- 41:06if uh that is what thinking is all about
- 41:09then when you want to teach people how
- 41:11to think you provide them with the
- 41:12stories they need to know the questions
- 41:14they need to ask about those stories
- 41:17mechanisms for analyzing those stories
- 41:19ways of putting stories together ways of
- 41:21evaluating
- 41:22how reliable the story is and that's
- 41:25what I think you need to do when you
- 41:27teach people how to
- 41:29think but that's all about education and
- 41:32uh many of you here not necessarily for
- 41:36that but rather for uh for this part for
- 41:40persuading which breaks down into
- 41:42several categories oral exams not shown
- 41:45job talks getting famous I won't say
- 41:48much about oral exams other than the
- 41:51fact that they used to be a lot scarier
- 41:53than they are today in the old
- 41:56days um
- 41:58reading the literature in a foreign
- 41:59language was a part of that and there
- 42:01was a a high failure rate and when you
- 42:04look at when you look back on those uh
- 42:07on those failures the most uh usual
- 42:10reason for people failing an oral exam
- 42:12is failure to situate and a failure to
- 42:16practice by situate I mean it's
- 42:19important to talk about your research
- 42:20and context uh this is a problem that's
- 42:23being pursued all over the world there
- 42:25hasn't been any progress before me in
- 42:27past 30
- 42:28years um everyone is looking for a
- 42:31solution because it will have impact on
- 42:33so many other things so that's situating
- 42:36in time and place and field and then as
- 42:39far as practice is
- 42:40concerned yes practice is important but
- 42:43that doesn't mean uh showing your slides
- 42:47to the people who share an office with
- 42:50the problem with that is that um if
- 42:53people know what you're doing they will
- 42:54hallucinate that there's material in
- 42:56your presentation that isn't there it it
- 42:57isn't
- 42:58there a variation on the scene by the
- 43:01way is your faculty supervisor is not a
- 43:05very good person to help you debug a
- 43:07talk because they in fact know what
- 43:09you're doing and they will in fact
- 43:11hallucinate there's material in your
- 43:12presentation that isn't there so you
- 43:15need to get together some friends who
- 43:16don't know what you're doing and have
- 43:19them well you start the practice session
- 43:22by saying if you can't make me cry I
- 43:26won't value you as a friend friend
- 43:27anymore and then when you get to the
- 43:30faculty uh on a uh oral exam it will be
- 43:34easy you see
- 43:36um difficulty the amount of flack you
- 43:39get from somebody is proportional to age
- 43:41the older somebody is the more uh the
- 43:45more they understand where they are in
- 43:46the world but but the young people are
- 43:48trying to show the old people how smart
- 43:49they are so so sobly vicious so whenever
- 43:52you have an opportunity to have an
- 43:53examining committee that's full of
- 43:55people with gray hair that's what you
- 43:58want well that's just a word or two
- 44:00about something I haven't listed here
- 44:02let's get into the subject of job talks
- 44:05so I was
- 44:06um sitting in a bar uh many years ago uh
- 44:12in uh San Diego I was a member of the
- 44:15Navy science board and I was saying with
- 44:18a couple of uh my colleagues on the
- 44:20board uh Dolores Eder from the
- 44:22University of Colorado uh she made me so
- 44:25jealous I could spit because she written
- 44:2721 books and I'd only written
- 44:29177 and then the other one was
- 44:33uh bill welon from the University of
- 44:37Texas he was a electrom magnetism guy
- 44:40and he know knew how to use rail guns to
- 44:43to drive steel rods through tank armor
- 44:45these are interesting people so I said
- 44:48um what do you look for uh in a uh
- 44:51faculty
- 44:52candidate and uh within a one microc
- 44:57Dolores said they have to show us
- 45:00they've got some kind of
- 45:01vision quickly followed by Bill who said
- 45:05they have to show us that they've done
- 45:14something oh that sounds good I said and
- 45:18then I said to them how long does the
- 45:20candidate have to establish these two
- 45:23things what do you think
- 45:27compare your answer to
- 45:32theirs 5
- 45:35minutes so if you haven't expressed your
- 45:38vision if you haven't told people that
- 45:40you've done something in five minutes
- 45:43you're you you've already lost so you
- 45:46you have to be able to do that and let
- 45:47me just mention a couple of things in
- 45:49that
- 45:50connection here which is you know the
- 45:52vision is in part a problem that
- 45:54somebody cares about
- 45:58and something new in your
- 46:05approach so the problem is understanding
- 46:08the nature of human intelligence and the
- 46:10approach is asking questions about what
- 46:13makes us different from chimpanzees and
- 46:17neandertals is it merely a matter of
- 46:19quantity or we just a little bit smarter
- 46:21in some continuous way or do we have
- 46:23something that's fundamentally different
- 46:26the chimpan Tendencies don't have and
- 46:28the Andals either and the answer is yes
- 46:32we do have something different we are
- 46:34symbolic
- 46:35creatures and because we're symbolic
- 46:38creatures we can
- 46:41um we can uh build symbolic descriptions
- 46:44of relations and events we can string
- 46:47them together and make stories and
- 46:49because we can make stories that's what
- 46:50makes us different so that's that's
- 46:52that's my stump speech that's how I
- 46:55start most of my talks on my my own
- 46:57personal
- 46:58research how do you express the notion
- 47:02that you've done
- 47:04something by listing the steps that need
- 47:07to be taken in order to achieve the
- 47:10solution to that problem you don't have
- 47:13to have done all of those steps but you
- 47:14can say here's here's what needs to be
- 47:17done an example here's what needs to be
- 47:20done we need to specify some Behavior we
- 47:23need to enumerate the constraints that
- 47:25make it possible to deal with that
- 47:27behavior we have to implement a system
- 47:30because we're engineers and we don't
- 47:31think that we've understood something
- 47:33unless we can build it and we've built
- 47:35such a system and we're about to
- 47:37demonstrate it to you today that would
- 47:38be an example of enumerating series of
- 47:41steps needed to realize the
- 47:44vision so then blah blah blah blah blah
- 47:47blah blah blah blah and then you
- 47:49conclude by you conclude by enumerating
- 47:53your contributions
- 48:01it's kind of mirror of of these steps
- 48:03and helps to establish that you've done
- 48:05something so that's a kind of general
- 48:07purpose framework for doing a technical
- 48:11talk
- 48:12now only a few more things left to do
- 48:15today uh getting famous is the next item
- 48:18on our agenda because once you've got
- 48:20the job you need to think a little bit
- 48:22about how you're going to be recognized
- 48:23for what you
- 48:24do so
- 48:28[Music]
- 48:33well first of all why should you care
- 48:35about getting
- 48:37famous I thought about this um in
- 48:39connection with
- 48:41a fundraising event I attended
- 48:47once fundraising event for raising money
- 48:49to save Venice from going underwater and
- 48:51having all of its art destroyed anyway I
- 48:54was sitting here
- 48:57and JC was sitting
- 48:59here that was uh Julia the late Julia
- 49:07Child and as the evening wore on more
- 49:10and more people would come up and ask
- 49:13Julia to autograph something or Express
- 49:16a a feeling that she had changed their
- 49:19life and it just happened over and over
- 49:22again So eventually I turned to Julia
- 49:25and I said Miss child is it fun to be
- 49:29famous and she thought about it for a
- 49:31second and she said you get used to
- 49:34it but you know what occurred to me you
- 49:38never get used to being
- 49:40ignored so it's you know it's it's
- 49:43here's a way to think about it your
- 49:45ideas are like your children and you
- 49:47don't want them to go into the world in
- 49:49rags so what you want to do is to be
- 49:51sure that you have
- 49:52these techniques these mechanisms these
- 49:55thoughts about how to present the ideas
- 49:57that you have so that they're recognized
- 49:59for the value that that is in them so
- 50:02that's why it's a legitimate thing to
- 50:04concern yourself with the with
- 50:07packaging now how do you get uh
- 50:10remembered well there's something I like
- 50:12to call Winston star and every one of
- 50:15the items I'm about to articulate has a
- 50:19starts with an
- 50:21S so if you want your presentation ideas
- 50:24to be remembered one of the things you
- 50:26need to do is to make sure that you have
- 50:28some kind of
- 50:31symbol associated with your work so this
- 50:34Arch example is actually from my PhD
- 50:37thesis many many years ago
- 50:40and in the course of uh my work uh at
- 50:43that time uh this work on Arch learning
- 50:46became mildly famous and I didn't know
- 50:48why it was only many years later that I
- 50:51realized that that work accidentally had
- 50:53all of the elements on this star so the
- 50:56first element is that there was a kind
- 50:58of symbol it's the arch
- 51:04itself next thing you need is some kind
- 51:06of
- 51:09slogan a kind of phrase that provides a
- 51:12handle on the work and in this case the
- 51:14phrase was one shot
- 51:19learning and it was one shot because the
- 51:22program I wrote learned something
- 51:24definite from every example that was
- 51:27presented to us so in going from a model
- 51:30based on this configuration to something
- 51:33that isn't an arch based on that
- 51:34configuration the program learned that
- 51:36it has to be on top one shot
- 51:40learning so that's a
- 51:43simple slogan now we need a
- 51:50surprise yeah the surprise is you don't
- 51:52need a million examples of something to
- 51:54learn you can do it with one example if
- 51:57you're smart enough to make use of that
- 52:00example appropriately so that was the
- 52:02surprise you can learn something
- 52:04definite from each
- 52:06example next item was a Salient
- 52:12idea now when I say Salient idea I don't
- 52:15mean important what I mean is an idea
- 52:17that sticks
- 52:18out
- 52:20uh some some thesis funnily enough have
- 52:23too many good ideas and you don't know
- 52:24what it's all about because which one is
- 52:26it it so you need an idea that sticks
- 52:28out and the idea that stuck out
- 52:31here was a notion of a near
- 52:38miss you see this is not an arch but it
- 52:41doesn't miss by much so it's a near
- 52:44Miss
- 52:46finally you need to tell the
- 52:49story of how you did it how it works why
- 52:53it's
- 52:54important so that's
- 52:57um a bit on uh how to not so much get
- 53:01famous but how to ensure that your work
- 53:02is
- 53:04recognized well that that we're almost
- 53:07finished because now we're we're down to
- 53:09this last item which is U how to
- 53:12stop and when we come to that there's a
- 53:15question of all right well what is the
- 53:16final
- 53:21slide and what are the final words
- 53:30so for the final slide let me give you
- 53:32some examples of
- 53:36possibilities how about this
- 53:41one well you might see that
- 53:43slide and
- 53:47uh think to yourself there are thousand
- 53:51faculty at
- 53:52MIT nice piece of work but not so much
- 53:55but it's only a tiny any piece of work
- 53:57if you divide by a
- 53:59thousand so when you show a whole
- 54:01gigantic list of collaborators at the
- 54:03end of a talk it's a kind of it's a it's
- 54:05it's it's a kind of let down because it
- 54:07suggests that nobody knows well did you
- 54:09do anything
- 54:11significant now you got to you got to
- 54:13recognize your collaborators right so
- 54:15where do you do that not on the last
- 54:17slide on the first slide all this was on
- 54:20the first slide these are the
- 54:22collaborators so you don't want to put
- 54:23them at the end you don't want a slide
- 54:25like this
- 54:28how about this
- 54:29one this is the worst possible way to
- 54:32end a
- 54:33talk because this slide can be up there
- 54:38for 20 minutes I've seen it happen it
- 54:41squanders real estate it squanders an
- 54:44opportunity to tell people who you are
- 54:47it's it's
- 54:50just what about this one
- 54:56I often see it I've never seen anybody
- 54:58write it
- 55:00down also it wastes
- 55:05opportunity oh my
- 55:07[Music]
- 55:09God even
- 55:13worse all of these slides do nothing for
- 55:17you they waste an opportunity for you to
- 55:20tell people to leave people with what
- 55:22you with who you
- 55:25are well well what about
- 55:28this this a good
- 55:30one it might seem so at first but here's
- 55:34the
- 55:37problem if you say these are my
- 55:39conclusions these are perfectly
- 55:41legitimate conclusions that nobody cares
- 55:43about what they care about is what you
- 55:46have done and that's why your final
- 55:48slide should have this
- 55:50label
- 55:52contributions it's a mirror of what I
- 55:54said over there about how job talks on
- 55:55to ought to be like a sandwich and the
- 55:58final Slide the one that's up there
- 55:59while people are asking questions and
- 56:01filing out it ought to be the one that
- 56:02has your contributions on
- 56:04it here's an example from my own stump
- 56:08speech yeah this is what uh I talk about
- 56:11a lot yes here are the things that I
- 56:14typically
- 56:20demonstrate and I wait for people to
- 56:22read it and then the final element there
- 56:24is this is what we get out of
- 56:27it so that's a example of a contribution
- 56:31line all right
- 56:34now what about the other part you know
- 56:37you got your final slide slide up there
- 56:39it's a contribution slide somehow you
- 56:41have to tell people you're
- 56:43finished so uh let's check out a few
- 56:49possibilities one thing you could
- 56:51do in the final words is you could uh
- 56:55tell a joke
- 56:59it's
- 57:01okay by the time you're done people have
- 57:03adjusted themselves to your voice
- 57:05parameters they're ready for a
- 57:08joke I was sitting in another bar this
- 57:11time in Austin Texas with a colleague of
- 57:13mine named Doug lenat and Doug's a
- 57:16fantastic speaker and so I said uh to
- 57:20Doug Doug you're a fantastic speaker
- 57:23what's your secret and he said oh
- 57:27I always uh finish with a joke and that
- 57:29way people think they've had fun the
- 57:31whole
- 57:34time so yeah a joke will work down
- 57:38there how about uh this
- 57:49one thank
- 57:52you I don't recommend it
- 57:56it's a weak move you will not go to hell
- 57:59if you conclude your talk by saying
- 58:01thank you but it's a weak move and
- 58:02here's
- 58:03why when you say thank you even worse
- 58:06thank you for listening it suggests that
- 58:09everybody has stayed that long out of
- 58:11politeness and that they had a profound
- 58:13desire to be somewhere else but they're
- 58:15so polite they stuck it out and that's
- 58:17what you're thanking them
- 58:19for so once wild Applause has started
- 58:21you can mouth a thank you and it's not
- 58:24there's nothing wrong with that but the
- 58:25last thing you do do should not be
- 58:26saying thank
- 58:29you now do you say to me well doesn't
- 58:31everybody say thank you well what
- 58:33everybody does is not necessarily the
- 58:36right
- 58:36thing and I'd like to illustrate how
- 58:39some talks can end without saying thank
- 58:41you I like to draw from political
- 58:44speeches but the ones that I've heard
- 58:46recently aren't so good
- 58:49so
- 58:51so I'm going to have to go go back a
- 58:53little bit so here's a Governor Christie
- 58:57he uh gave the U Republican keynote
- 59:01address one year uh this is the end of
- 59:04his talk let's see what he
- 59:08does and together everybody together we
- 59:12will stand up once again for American
- 59:15greatness for our children and
- 59:17grandchildren God bless you and God
- 59:19bless
- 59:22America that's some a classic
- 59:25benediction ending God bless you God
- 59:28Bless
- 59:29America now I I don't want to be
- 59:31partisan about this so I think I better
- 59:33switch to the keynote address in the Dem
- 59:36Democratic
- 59:38Convention I was delivered that year by
- 59:40by Bill Clinton who knows something
- 59:42about how to
- 59:45speak if that is what you want if that
- 59:49is what you believe you must vote and
- 59:52you must reelect President Barack Obama
- 59:57God bless you and God bless
- 1:00:08America now watch this let's go back a
- 1:00:12little bit and redo it what I want you
- 1:00:13to see is that at one point he seems to
- 1:00:15be almost pressing his lips together
- 1:00:17forcing himself not to say thank you and
- 1:00:20then there's another place where he does
- 1:00:21a little salute so watch for those this
- 1:00:23time
- 1:00:24around if that that is what you want if
- 1:00:28that is what you believe you must vote
- 1:00:31and you must reelect President Barack
- 1:00:35Obama God bless you and God bless
- 1:00:38America everybody's pursing his
- 1:00:42lips there's a
- 1:00:46[Applause]
- 1:00:48SL yeah I think that's pretty good now
- 1:00:51what are we going to take away from this
- 1:00:53well um I suppose I can conclude this
- 1:00:56talked by saying uh God bless you and
- 1:00:58God
- 1:00:59bless Institute of Technology but uh it
- 1:01:03might not work so well but what what you
- 1:01:05can't get out of this is you don't have
- 1:01:06to say thank you there are other things
- 1:01:08you can do and you know it's interesting
- 1:01:10that uh over time people figure this out
- 1:01:12and there's some stock ways of ending
- 1:01:14things so uh in the Catholic church in a
- 1:01:18good old Latin
- 1:01:20Mass it landed with it
- 1:01:23Miss EST
- 1:01:27which translates approximately to okay
- 1:01:30the mass is over you can go home
- 1:01:33now and of course uh at the musical
- 1:01:36concerts uh you know that uh it's time
- 1:01:39to clap not at the end of the song but
- 1:01:42rather when the uh conductor goes over
- 1:01:44and shakes hands with the concert Master
- 1:01:47those are conventions that tell you that
- 1:01:49the that the event is
- 1:01:52over so uh
- 1:01:56those are all possibilities for here but
- 1:01:58one more possibility and that is that
- 1:02:00you
- 1:02:04can salute the audience and by that I
- 1:02:07mean you can say something about how how
- 1:02:11much you value your time and a place so
- 1:02:13I could say well it's been a a great fun
- 1:02:18being here uh it's been uh fascinating
- 1:02:21to see what you folks are doing here at
- 1:02:23MIT I've been uh what stimulated uh and
- 1:02:27and provoked by the kinds of questions
- 1:02:28you been ask has been really great and
- 1:02:31and and I look forward to coming back on
- 1:02:33many occasions in the future so that
- 1:02:35salutes the audience you can do
- 1:02:39that well there it is um you know what
- 1:02:45uh I'm glad you're here and and the
- 1:02:47reason is by being here I think you have
- 1:02:49demonstrated an understanding that how
- 1:02:52you present and how you package your
- 1:02:54ideas is an important thing
- 1:02:56and I salute you for
- 1:02:57that and uh I uh suggest that you uh
- 1:03:02come back again and bring your friends
- 1:03:06[Applause]
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