Latest / Luke's English Podcast / What_s it like to be a bat_ How do they see the world_(M4A_128K)
Transcript
- 0:07Speaker 1: Hi everyone, welcome to this episode of Science of the Times.
- 0:10Speaker 1: I'm Simon Khalid.
- 0:11Speaker 2: And I'm Tim Colson.
- 0:13Speaker 1: So how are you doing, Tim?
- 0:15Speaker 2: Yeah, not too bad, not too bad at all. How
- 0:17Speaker 2: about you? I mean, kind of autumn's now here, isn't it?
- 0:20Speaker 3: You know, summer's sort of a distant memory, but hopefully
- 0:23Speaker 3: we'll still get a few more sunny days.
- 0:25Speaker 1: Yeah, I think so, hopefully. But really looking forward to
- 0:30Speaker 1: today's podcast episode.
- 0:33Speaker 3: It's all about bats. And I mean, you're a bit batty.
- 0:35Speaker 3: So presumably that's why you're so excited by it.
- 0:39Speaker 1: That was so low. I was thinking he won't do it.
- 0:42Speaker 1: He won't go there. But of course you did. And
- 0:44Speaker 1: I suppose you consider yourself to be the bat man.
- 0:48Speaker 3: Well, actually, I think the person we're interviewing is really
- 0:51Speaker 3: the bat man. I mean, it's super knowledgeable about bats.
- 0:55Speaker 3: He kind of does a mix of how bats sense
- 0:58Speaker 3: the environment as they're flying around. And, you know, there's
- 1:02Speaker 3: I think about 1,500 bat.
- 1:04Speaker 2: Species out there.
- 1:05Speaker 3: And, you know, they can see, but they also use
- 1:09Speaker 3: this clicking, this echolocation to paint images of where they're going.
- 1:12Speaker 2: So I'm sure we'll learn lots about that.
- 1:15Speaker 1: Yeah, really, really looking forward to it, actually. I mean,
- 1:17Speaker 1: I'd say bats are sort of universally popular, aren't they?
- 1:20Speaker 1: And I think it's something humans have, well, I don't
- 1:23Speaker 1: know how to say always, it makes me sound like
- 1:25Speaker 1: a Methuselah or something, but certainly as long as I
- 1:27Speaker 1: feel alive and, you know, sort of humans have had
- 1:31Speaker 1: a fascinating interest in bats. So yeah, shall we get
- 1:34Speaker 1: him on?
- 1:34Speaker 2: Let's get him on. Yeah, excellent.
- 1:37Speaker 3: So it's an absolute delight to have Yossi Yovel on
- 1:42Speaker 3: the line, who's authored a book that's just come out,
- 1:47Speaker 3: The Genius Bat, It has a slightly different title, I believe, Yossi,
- 1:51Speaker 3: subtitle Yossi in the US. But perhaps you could introduce yourself,
- 1:56Speaker 3: first of all, and then tell us about the US title, perhaps.
- 2:00Speaker 4: Sure.
- 2:00Speaker 5: So, first of all, thanks for inviting me, Tim and Saima.
- 2:04Speaker 5: I'm Yossi Ovel. I'm a scientist in Tel Aviv University.
- 2:08Speaker 5: I like to say that I'm a neuroecologist, which is
- 2:11Speaker 5: a strange title. This means that I'm somewhere in between
- 2:15Speaker 5: neuroscience and ecology. I think these are two huge fields
- 2:18Speaker 5: of science that usually do not communicate with each other
- 2:22Speaker 5: too much. And I think they should, because basically they're
- 2:25Speaker 5: looking at two sides of the same coin, right?
- 2:28Speaker 4: On the one hand, ecologists are.
- 2:30Speaker 5: Looking at the interactions between animals and their environment.
- 2:33Speaker 4: Maybe we could say something like this very, very generally.
- 2:36Speaker 5: On the other hand, neuroscientists are trying to understand how
- 2:39Speaker 5: the brain operates, organisms, behavior. At least those are the
- 2:44Speaker 5: parts of neuroscience that I'm interested in. I'm trying to
- 2:47Speaker 5: somehow attend conferences in both fields and somehow help to
- 2:53Speaker 5: bridge this gap.
- 2:54Speaker 4: I don't want to say I'm bridging this gap. That's
- 2:55Speaker 4: too much to say.
- 2:57Speaker 2: Okay. But you're in Canada at the moment, I think.
- 3:01Speaker 2: Is that right?
- 3:02Speaker 5: Yeah, I'm on sabbatical in Canada and I'm affiliated with
- 3:06Speaker 5: McGill University.
- 3:07Speaker 4: I joined sabbatical.
- 3:11Speaker 3: But you've already written a book. I thought sabbaticals for
- 3:13Speaker 3: write a book or are you writing another one?
- 3:16Speaker 5: Yeah, I'm trying to write another one. I usually write
- 3:19Speaker 5: five in the morning, 5 a.m. Those are my hours
- 3:22Speaker 5: of writing.
- 3:23Speaker 4: I try to write like an hour every day before
- 3:25Speaker 4: the day begins.
- 3:27Speaker 5: I'm trying to write something that is a little bit
- 3:29Speaker 5: more general about animal sociality in general. I mean, there've
- 3:32Speaker 5: been quite a few books already, good ones, but I'm
- 3:35Speaker 5: trying to give it a different angle. And as you've
- 3:38Speaker 5: seen with the previous book, I also include a lot
- 3:40Speaker 5: of my personal experiences. So Out of the things that
- 3:43Speaker 5: I'm doing now, which I really love, and being here
- 3:47Speaker 5: in North America.
- 3:47Speaker 4: Is a huge advantage.
- 3:49Speaker 5: I go to visit other researchers who do work in
- 3:53Speaker 5: the tropics, Central America, South America.
- 3:56Speaker 4: I join them in the field. For me, first of all.
- 3:58Speaker 5: It's amazing always to see how other people work. And
- 4:01Speaker 5: the fact that I'm here makes it much easier for me.
- 4:03Speaker 5: So that's going. Hopefully, all of this will go into
- 4:06Speaker 5: maybe a second book.
- 4:09Speaker 1: I must say your working practices also reflect Tim's he
- 4:13Speaker 1: also gets up at 5am to start writing don't you Tim?
- 4:16Speaker 3: I do but normally I go to the pool at
- 4:18Speaker 3: 6 or swim.
- 4:23Speaker 5: I have three kids the youngest is still 2 years
- 4:25Speaker 5: old so no pool for me at those hours.
- 4:28Speaker 3: You don't know but with young kids you get enough
- 4:30Speaker 3: exercise as it is I think so I wonder if
- 4:34Speaker 3: we so I'll kick off Simon then you can ask
- 4:36Speaker 3: the next one so you know, you're well known, Yossi,
- 4:40Speaker 3: for your work, particularly on bats. And, you know, that's
- 4:44Speaker 3: what your first book is about. And you've done some,
- 4:47Speaker 3: you know, really groundbreaking research on kind of bat sonar, biosonar.
- 4:54Speaker 3: You know, what would you say the most kind of
- 4:55Speaker 3: surprising thing that you've learned about bats as you've been
- 5:00Speaker 3: doing this work?
- 5:01Speaker 2: I mean, you call your book The Genius Bat.
- 5:03Speaker 3: So, you know, it's packed with facts from Vampire bats
- 5:07Speaker 3: from tiny little hummingbee bats, you know, right the way
- 5:10Speaker 3: through to flying foxes and what have you. There must
- 5:14Speaker 3: be one or two things that have just blown your mind.
- 5:16Speaker 2: Yeah.
- 5:19Speaker 5: Well, you know, I don't want to disappoint you, but
- 5:21Speaker 5: I always say science is not a surprise party. I mean,
- 5:25Speaker 5: a lot of what we do, I think, is to
- 5:26Speaker 5: try to confirm hypotheses that have always been there or
- 5:30Speaker 5: questions that have always been there. And, you know, if
- 5:32Speaker 5: the result is really surprising, we should sometimes check our
- 5:36Speaker 5: results again.
- 5:36Speaker 4: I think, you know, people.
- 5:38Speaker 5: tend to think everything has to be really a surprise,
- 5:41Speaker 5: at least when I talk to people who are not scientists.
- 5:43Speaker 4: And I think we should be careful.
- 5:45Speaker 5: Surprising results are usually we should be careful with. But
- 5:49Speaker 5: I want to tell you about the recent result, which
- 5:52Speaker 5: I think is mind blowing, even though it's been an
- 5:55Speaker 5: hypothesis since ever. So since I became interested in bat echolocation,
- 6:02Speaker 5: which is somewhere around 2002, 2003, I went to do
- 6:06Speaker 5: my PhD in Germany in Tübingen.
- 6:08Speaker 4: And one of the main questions was, OK, bats can
- 6:11Speaker 4: use sonar, right? Of course, right?
- 6:13Speaker 5: That's what they do. But echolocating bats. By the way,
- 6:16Speaker 5: all bats can see. We should say this. Sometimes people
- 6:19Speaker 5: don't know this. But bats can also use vision. And
- 6:23Speaker 5: people have mostly studied echolocation indoors, right? We place a
- 6:26Speaker 5: bat in a room and we train it to do
- 6:29Speaker 5: some tasks or we just observe its behavior. And people
- 6:32Speaker 5: have shown that bats have remarkable spatial orientation in these
- 6:35Speaker 5: small confined environments. So for example, people have shown Cindy
- 6:39Speaker 5: Moss from Maryland University at the time showed that bats
- 6:43Speaker 5: can return to the same exact spot in the room
- 6:46Speaker 5: on a mesh or on a wall, remembering acoustically because
- 6:51Speaker 5: it's all in complete darkness, remembering the structure and position
- 6:54Speaker 5: of the room with accuracy of centimeters maybe. But, but
- 6:58Speaker 5: for me, yeah, that's amazing. But for me, the question was,
- 7:01Speaker 5: and you know, if you're asking me about amazing results,
- 7:03Speaker 5: you know, some of the most amazing results are already
- 7:06Speaker 5: have been already found 50 years ago, showing that bats
- 7:08Speaker 5: can can range can compute or estimate the accuracy of
- 7:11Speaker 5: distance of objects with a with an accuracy of less
- 7:16Speaker 5: than one millimeter. So when they're intercepting prey, for example,
- 7:19Speaker 5: they know probably where this prey is within less than
- 7:23Speaker 5: a millimeter of error. And this has been found by
- 7:27Speaker 5: giants like Schnitzler, Uli Schnitzler, and Jim Simmons, who are
- 7:30Speaker 5: all interviewed and mentioned in the book. But sorry, let's
- 7:33Speaker 5: go back to my own. Yeah, I will drift a
- 7:37Speaker 5: lot probably during this talk. this interview, but so one
- 7:42Speaker 5: of the main questions for me as a student was,
- 7:44Speaker 5: and I believe for others too, you know, okay, they
- 7:46Speaker 5: can use echolocation, sonar, sound, but can they use it outdoors?
- 7:52Speaker 5: Can they also navigate many kilometers with this? And, you know,
- 7:56Speaker 5: people write things based on observations, which are very limited.
- 8:00Speaker 5: You know, I'm not trying to reduce the results of anyone,
- 8:04Speaker 5: but that's.
- 8:05Speaker 4: What we could do.
- 8:06Speaker 5: Because what people could do for many, many years is
- 8:08Speaker 5: observe bats in the field with binoculars or thermal cameras
- 8:12Speaker 5: or maybe microphones. And we can only see them for
- 8:14Speaker 5: these very brief instances when they go back. And then
- 8:18Speaker 5: we can say, OK, we see them going near trees.
- 8:21Speaker 5: So maybe they're using the tree.
- 8:22Speaker 4: Is to navigate, right?
- 8:23Speaker 5: But we couldn't really observe the same individual over.
- 8:27Speaker 4: Very long periods of time.
- 8:29Speaker 5: And one of the things that we've done, and today
- 8:31Speaker 5: others are also doing this, is to develop very small
- 8:33Speaker 5: sensors that include the GPS devices and microphones, which can
- 8:37Speaker 5: be mounted on the bats. and allow us now to
- 8:42Speaker 5: track the same individual bat. By the way, the main
- 8:45Speaker 5: challenge was that the bats are small, very small, usually 20,
- 8:48Speaker 5: 30 grams. So we had to have very, very small
- 8:50Speaker 5: miniature devices. And these now allow us to observe the
- 8:54Speaker 5: same individual bat over a complete night, full nights. Okay,
- 8:58Speaker 5: so maybe one of the most exciting events in my
- 9:01Speaker 5: scientific career was somewhere 2012, I think, or 11, no,
- 9:06Speaker 5: probably 12. We were sitting, we just managed to get
- 9:09Speaker 5: one of these devices back because the data is, it's.
- 9:12Speaker 4: A logger, the data is on the device.
- 9:14Speaker 5: And we plug it in the computer and we're sitting
- 9:16Speaker 5: and waiting for hours because it's very slow, the download
- 9:19Speaker 5: is very slow. And then eventually we see this map
- 9:21Speaker 5: and we see what our bat did during the entire night.
- 9:23Speaker 5: And that was like, wow, mind blowing for me.
- 9:26Speaker 4: Okay.
- 9:27Speaker 5: And back to the results, sorry, this is a long
- 9:30Speaker 5: answer to a short question, but recently we showed actually
- 9:34Speaker 5: that bats can navigate using sound location in order to
- 9:41Speaker 5: probably build some kind of a map, acoustic map of
- 9:44Speaker 5: the environment, even over many, many kilometers. And they can
- 9:48Speaker 5: probably use sound only when they need to do so,
- 9:51Speaker 5: because they also have vision, so they can use that
- 9:53Speaker 5: when it's available. But when they need to, some bats
- 9:56Speaker 5: at least can probably navigate over many, many kilometers, just
- 10:00Speaker 5: based on the echoes, on the sounds of the environment,
- 10:04Speaker 5: which I think is maybe not surprising, but still really,
- 10:07Speaker 5: really mind-blowing.
- 10:10Speaker 4: Yossi, do you.
- 10:11Speaker 1: Think there's any scope in in that sort of what
- 10:16Speaker 1: we've learned about bats and this remarkable ability to use
- 10:20Speaker 1: sonar for the development of artificial sensing devices.
- 10:25Speaker 4: Yeah, of course. The simple answer is of course.
- 10:30Speaker 5: You know, people have been doing a lot of stuff
- 10:32Speaker 5: with radar for many, many years. You know, a lot
- 10:36Speaker 5: of military applications, but recently autonomous cars, autonomous vehicles, a
- 10:41Speaker 5: lot of civilian applications. I must say, you know, bats
- 10:45Speaker 5: are a million times better than anything we can do today,
- 10:49Speaker 5: even with the most sophisticated radar devices.
- 10:51Speaker 4: So take, you know, whatever.
- 10:55Speaker 5: American cutting-edge technology, I'm saying American because usually with military technologies,
- 11:01Speaker 5: usually it's there, and they will not come near to
- 11:04Speaker 5: the abilities of a bat, of a small bat which
- 11:07Speaker 5: is flying within vegetation, remembering where it is, as I said,
- 11:11Speaker 5: navigating kilometers, avoiding collision, hunting for prey, nothing can do this,
- 11:15Speaker 5: especially nothing in this size. Now, there are a lot
- 11:18Speaker 5: of similarities between sonar and radar. So a lot of
- 11:21Speaker 5: what we learn from sonar can be maybe applied with
- 11:27Speaker 5: radar systems as well. A big major difference is the range.
- 11:30Speaker 5: So echolocation sonar in air only works for very nearby objects.
- 11:36Speaker 5: And so you can only a bat can only see
- 11:38Speaker 5: right with its ears for up to meters away. Sometimes
- 11:41Speaker 5: that's an advantage. There are a lot of disadvantages. If
- 11:43Speaker 5: you think of a car on a on a road,
- 11:46Speaker 5: maybe it's not very good. But but sometimes there are
- 11:48Speaker 5: advantages because you don't get a lot of what we
- 11:50Speaker 5: call clutter, a lot of a lot of background on
- 11:53Speaker 5: undesirable noise when you have such a short range sensor.
- 11:58Speaker 5: And for example, we have been involved in a lot
- 12:01Speaker 5: of agriculture applications. So a colleague of mine and me
- 12:07Speaker 5: in the past few years, we've shown that we can
- 12:10Speaker 5: use this sonar in order to, for example, estimate yield. So,
- 12:16Speaker 5: you know, for example, you have a farmer with a
- 12:18Speaker 5: greenhouse is growing tomatoes. He wants to know or she
- 12:21Speaker 5: wants to know how many kilos of tomatoes.
- 12:24Speaker 4: Are there and are they ripe? Should we pick them?
- 12:28Speaker 5: How many trucks should I prepare to collect them? And
- 12:33Speaker 5: this is today, people are trying to do this with cameras,
- 12:38Speaker 5: not very successfully. And we've shown that sonar is advantageous.
- 12:43Speaker 5: Maybe I'll just say in a word, because And the
- 12:46Speaker 5: sound waves, which, you know, sonar uses sound waves, they
- 12:49Speaker 5: can penetrate the foliage, they can enter the vegetation and
- 12:55Speaker 5: provide information also from within, and a few other advantages.
- 13:00Speaker 5: But that's, I think, one interesting direction that can be
- 13:03Speaker 5: learned and applied.
- 13:04Speaker 1: Wow, I didn't expect you to say that, I have
- 13:07Speaker 1: to say, that's remarkable.
- 13:09Speaker 3: So along those lines, Jossie, and kind of following on,
- 13:11Speaker 3: you know, back in, I think it was 1974, the
- 13:14Speaker 3: American philosopher Thomas Nagel wrote a famous paper called What
- 13:18Speaker 3: Is It Like to Be a Bat? And you're a neuroecologist,
- 13:22Speaker 3: as you explained at the beginning. So you're interested in
- 13:25Speaker 3: how bats are sensing the world, how they're using that information.
- 13:28Speaker 3: Do we know, can we ever know? I know this
- 13:32Speaker 3: is a very philosophical question, but you have kind of
- 13:34Speaker 3: written about consciousness in bats as well. So what is
- 13:37Speaker 3: it like to be a bat, do you think, now
- 13:39Speaker 3: we're starting to understand how they sense the world around them?
- 13:44Speaker 4: That's my dream, first of all.
- 13:45Speaker 5: I mean, I would pay anything to be inside a
- 13:50Speaker 5: bat's brain for even one minute.
- 13:54Speaker 4: I would give everything I have. And I would never
- 13:56Speaker 4: be there, right?
- 13:57Speaker 5: That's, of course, the conclusion from Thomas Nigel's paper.
- 14:01Speaker 4: And by the way.
- 14:03Speaker 5: He's actually interviewed in the last prologue of the book.
- 14:07Speaker 4: There's a short interview with him.
- 14:09Speaker 5: I actually wrote this after the book was all, I
- 14:14Speaker 5: didn't think he was available. And then I got some
- 14:16Speaker 5: contact with him and it was very nice and interesting
- 14:18Speaker 5: to talk with. And he even told me the history
- 14:21Speaker 5: of where, why did he even write this paper about
- 14:23Speaker 5: a bat? Or at least one of the reasons that
- 14:25Speaker 5: he had a bat, he had a colony of bats
- 14:28Speaker 5: in his attic or roof. Yeah, and a bat entered
- 14:31Speaker 5: the house several times, I think, and he observed this
- 14:33Speaker 5: alien creature. And yeah, for me, you know, discovering the
- 14:36Speaker 5: history behind these things, you know, this is maybe people
- 14:38Speaker 5: who don't know, this is like one of the most
- 14:40Speaker 5: famous papers in philosophy. There's no student who goes through philosophy,
- 14:44Speaker 5: a degree in philosophy without reading this paper in his
- 14:47Speaker 5: first or first year. Yeah, so, of course, we will
- 14:51Speaker 5: never know what it is like to be a bat, right?
- 14:52Speaker 5: That's the hard problem, right?
- 14:54Speaker 3: Your work is kind of giving us a little bit
- 14:56Speaker 3: of a better idea than Nagel would have known, right?
- 15:00Speaker 4: Yeah, yeah.
- 15:01Speaker 5: So, I will never know what it is to be
- 15:03Speaker 5: Seymour Thiem, right? That's the whole problem. But still, I
- 15:07Speaker 5: can try to study it and try to imagine. there's
- 15:11Speaker 5: still fundamental questions that we don't know. For example, you know,
- 15:14Speaker 5: can and does a bat reconstruct a 3D image of
- 15:18Speaker 5: the world based on the acoustics? So we know that
- 15:21Speaker 5: bats can do like as we do with vision, right?
- 15:23Speaker 5: So we know that bats do a lot, right? They classify,
- 15:26Speaker 5: they identify objects, they avoid collisions, they detect other bats,
- 15:30Speaker 5: and they do.
- 15:31Speaker 4: All of this with sound.
- 15:32Speaker 5: But what exactly does the representation of the world, of
- 15:36Speaker 5: the acoustic world look like in their brain?
- 15:38Speaker 4: We have no clue.
- 15:40Speaker 5: Maybe I can tell you about one study where I
- 15:43Speaker 5: like to say we went one step closer to a
- 15:47Speaker 5: to understanding what it is like to be a bat.
- 15:50Speaker 5: In this paper, by the way, this was one of the, again,
- 15:53Speaker 5: I don't know if surprising, but one of the most interesting,
- 15:55Speaker 5: I think, findings that we had in the past.
- 15:57Speaker 4: A few years.
- 15:58Speaker 5: What we did is we tried to change. So everything,
- 16:01Speaker 5: of course, for sonar, everything depends on the speed of sound, right?
- 16:05Speaker 5: Because you emit a call, an echo, you receive an echo,
- 16:10Speaker 5: and then your brain using the speed of sound computes that,
- 16:12Speaker 5: you know, the wall in front of me is a
- 16:14Speaker 5: meter and a half or something like that. Now, We
- 16:17Speaker 5: know that the speed of sound is not constant.
- 16:19Speaker 4: It changes.
- 16:20Speaker 5: It changes depending on temperature. It changes with pressure. And
- 16:24Speaker 5: we were wondering whether bats can, whether this is flexible,
- 16:27Speaker 5: whether when they're flying around, they can somehow assess the
- 16:29Speaker 5: speed of sound and adjust their sensing.
- 16:31Speaker 4: Because if not, they would be inaccurate, right?
- 16:35Speaker 5: And, you know, I'm not going into all of the details,
- 16:37Speaker 5: but one of the things that we've done in this
- 16:39Speaker 5: study is to actually rear young pups, young bats in
- 16:43Speaker 5: a helium enriched environment. So we changed their world. Yeah,
- 16:47Speaker 5: we changed their world. Basically, we created the world where
- 16:49Speaker 5: the speed of sound is faster. And then we asked,
- 16:53Speaker 5: by carefully examining their echolocation, whether it is different from
- 16:57Speaker 5: other bats that grew up in a normal environment where
- 17:01Speaker 5: the airspeed is the same as yours and mine. And again,
- 17:06Speaker 5: without all of the technical details, the result was both
- 17:10Speaker 5: groups sensed the world completely exactly the same.
- 17:13Speaker 4: So there was no difference.
- 17:15Speaker 5: Which brought us to the conclusion that the speed of
- 17:17Speaker 5: sound is hardwired, if you wish. There's like a fixed
- 17:22Speaker 5: reference of the speed of sound in their brain, It
- 17:25Speaker 5: probably has been written by evolution. And it does not
- 17:31Speaker 5: change depending on the environment. So in one of the experiments,
- 17:33Speaker 5: the cool experiment that we've done, the bats had to
- 17:36Speaker 5: land on a target at a certain distance. And when
- 17:39Speaker 5: you enrich the environment with helium, they underestimate because the
- 17:43Speaker 5: speed of sound is faster. So they perceive the object
- 17:46Speaker 5: as being closer. And they land before the target. And
- 17:52Speaker 5: they're puzzled, and then they try climbing on it. And
- 17:55Speaker 5: then they learn to compensate, but they don't learn the
- 17:57Speaker 5: new speed of sound. So you see them once every
- 18:00Speaker 5: 10 trials, they will kind of flap harder and arrive
- 18:04Speaker 5: at the target.
- 18:05Speaker 4: That's really interesting.
- 18:06Speaker 2: That's amazing.
- 18:07Speaker 4: Yeah, yeah.
- 18:08Speaker 5: This is, by the way, a student of mine, Rana Mikhai,
- 18:10Speaker 5: who's done all of this work. This is a lot
- 18:12Speaker 5: of very difficult work. You have to keep the helium
- 18:14Speaker 5: environment constant. And, you know, it's very, very difficult, a
- 18:16Speaker 5: lot of work. And I think we depleted the helium
- 18:21Speaker 5: resources of the world.
- 18:22Speaker 2: The kids become high in pitch. Because if we drink,
- 18:25Speaker 2: if we... I sound a little bit like Simon.
- 18:29Speaker 4: Right. So no, and we were wondering, and I'll explain.
- 18:33Speaker 4: At first, I also wasn't sure why.
- 18:35Speaker 5: And the reason is that what happens, your vocal cords
- 18:39Speaker 5: still oscillate at the same frequency, but we have multiple resonances.
- 18:43Speaker 5: And what happens when you change the speed of sound
- 18:46Speaker 5: in this vocal tract of yours, then the higher harmonics
- 18:51Speaker 5: become emphasized. And it's not as if the basic oscillation changes,
- 18:57Speaker 5: just the emphasis changes. And with bats, since they use
- 19:01Speaker 5: a very, very wide band signal, maybe you will see
- 19:05Speaker 5: a slight change of energy, but basically it's.
- 19:07Speaker 4: Not something that is easy to measure. It more or
- 19:09Speaker 4: less stays the same.
- 19:11Speaker 5: I just want to say, so how does this bring
- 19:13Speaker 5: us closer to understanding what it is like to be
- 19:16Speaker 5: a bat?
- 19:16Speaker 4: Again, just maybe one millimeter closer.
- 19:20Speaker 5: So if the speed of sound is fixed, this is
- 19:24Speaker 5: like saying, basically, this is kind of a philosophical jump,
- 19:28Speaker 5: but it's like saying there is no speed of sound.
- 19:30Speaker 4: Because it doesn't matter.
- 19:31Speaker 5: It's multiplying everything by a fixed number. So it's like
- 19:34Speaker 5: not multiplying it at all. And this kind of brought
- 19:37Speaker 5: me to the conclusion. And by the way, Jim Simmons
- 19:40Speaker 5: in Brown has said this for years. But for me,
- 19:42Speaker 5: this is a kind of it's kind of confirming his
- 19:44Speaker 5: hypothesis that the bat's brain doesn't work with distance. It
- 19:47Speaker 5: actually works with time, at least when using expectations. So
- 19:51Speaker 5: things around it are 10 milliseconds away and not 1.7
- 19:55Speaker 5: meters away. And I think this is a small, small
- 19:59Speaker 5: step in understanding bats better.
- 20:03Speaker 2: Simon.
- 20:04Speaker 1: So Yossi, do you think sort of the work you've
- 20:06Speaker 1: done on understanding bats in any way gives you a
- 20:11Speaker 1: broader understanding of sort of animal cognition and the ways
- 20:15Speaker 1: this sort of sensory perception and processing happens in animals
- 20:19Speaker 1: in general?
- 20:22Speaker 4: For sure.
- 20:23Speaker 5: I mean, we always, you know, as biologists, we always
- 20:27Speaker 5: have to think about the general picture. I mean, we
- 20:30Speaker 5: are also sometimes interested in the unique, right? Sometimes discovering
- 20:34Speaker 5: some animal that is doing something very unique is also.
- 20:38Speaker 4: Worthy and also important. But we also think generally.
- 20:42Speaker 5: So in the past, I started off as what we
- 20:46Speaker 5: call a sensory ecologist, really, really interested in sensing. More
- 20:51Speaker 5: and more, I became interested in other behaviors. We study
- 20:55Speaker 5: social behavior, vocal communication, navigation, which we already discussed. All
- 21:05Speaker 5: of these are general cognitive capacities or behaviors that other
- 21:09Speaker 5: animals have. And, you know, in one study, for example,
- 21:14Speaker 5: we show maybe this is, I'm thinking which of the
- 21:18Speaker 5: studies to mention. So there is a study where we
- 21:21Speaker 5: show how fruit bat pups learn to navigate. Okay, so
- 21:26Speaker 5: these pups, you know, imagine you're a bat. you've spent
- 21:31Speaker 5: your first two months in a cave and then you
- 21:33Speaker 5: fly out for the first time and you can easily
- 21:37Speaker 5: fly 50 kilometers easily without any problem. And then you
- 21:41Speaker 5: need to find your way back home. It's crazy.
- 21:43Speaker 4: It's impossible. I mean, when we leave a hotel room
- 21:46Speaker 4: in a new city and try.
- 21:48Speaker 5: To find our way back right from 500 meters, we're
- 21:51Speaker 5: lost sometimes if we don't pay careful attention to the
- 21:54Speaker 5: to where we walked, or we use a map, or
- 21:57Speaker 5: today it's an app. So what we found is that
- 22:00Speaker 5: these bats, their mothers will carry them out from the
- 22:05Speaker 5: cave and place them on a tree that is somewhere
- 22:08Speaker 5: around a kilometer from the cave. And then the mothers
- 22:11Speaker 5: will forage. They will fly very far and come back
- 22:15Speaker 5: after several hours, collect them and take them back home.
- 22:18Speaker 5: And they do this again and again, night after night
- 22:21Speaker 5: for several weeks. I don't remember exactly the number. And
- 22:25Speaker 5: then after more or less two and a half, at
- 22:28Speaker 5: the age of more or less two and a half months,
- 22:30Speaker 5: The mothers will fly out and just leave their pups
- 22:32Speaker 5: in the cave, okay? And we interpret this as, okay,
- 22:36Speaker 5: now you're on your own. You have to just go out.
- 22:40Speaker 5: And most pups will go out. Some will not, by
- 22:41Speaker 5: the way. And then the mothers will go back one
- 22:43Speaker 5: step backwards, show them the behavior, do the behavior again,
- 22:46Speaker 5: and then go out. And we interpret this as kind
- 22:48Speaker 5: of encouraging them to go out. And indeed what we
- 22:52Speaker 5: find is that the pups, the first thing they will
- 22:54Speaker 5: do is to fly to the same tree where the mothers,
- 22:58Speaker 5: we call it the drop-off tree, where they drop them
- 23:00Speaker 5: off during the past several weeks. And they will follow
- 23:03Speaker 5: the same route, which is surprising because it seems like
- 23:05Speaker 5: they're learning to navigate even though they're carried. And we
- 23:08Speaker 5: know that passive learning is very difficult, right? When we,
- 23:10Speaker 5: like backseat driving is very difficult. We don't learn much.
- 23:17Speaker 4: In these situations.
- 23:18Speaker 5: So the pups seem to be learning And we interpret
- 23:21Speaker 5: this tree as a kind of an anchor for navigation
- 23:25Speaker 5: to avoid the situation that I described before. So now
- 23:29Speaker 5: the pup, there is one place that it knows, you know,
- 23:31Speaker 5: it's like teaching your child.
- 23:32Speaker 4: Maybe to walk to school or something like that.
- 23:34Speaker 5: There is one place where you know how to get
- 23:37Speaker 5: to and you know how to get home from. And
- 23:40Speaker 5: then from there on, and that's what the pups do.
- 23:42Speaker 5: We know this because we place the GPS on the
- 23:44Speaker 5: pup as well. From there on, you start exploring the
- 23:47Speaker 5: world carefully. You move a little bit farther on your
- 23:49Speaker 5: own and you start discovering new trees.
- 23:52Speaker 4: But there is an.
- 23:52Speaker 5: Anchor from where you can find your way back home.
- 23:56Speaker 5: And we even had one very remarkable case in which
- 24:01Speaker 5: the pup went out. Like I said, it was on
- 24:03Speaker 5: the tree. The mother came back to the cave. This
- 24:06Speaker 5: is already 3 a.m. And the pup is not there.
- 24:09Speaker 5: And an hour later, so, you know, again, if I'm
- 24:11Speaker 5: trying to put myself inside the bat, she's like, where's
- 24:15Speaker 5: my pup?
- 24:15Speaker 4: Where's my pup? Because they still lactate at this time,
- 24:19Speaker 4: at this period. And so where is it?
- 24:21Speaker 2: Nowhere.
- 24:21Speaker 4: Okay.
- 24:22Speaker 5: At 4 a.m., an hour later, she flies out. Where
- 24:25Speaker 5: does she go to? To the same tree. She knows
- 24:27Speaker 5: that's probably where I can find it. And indeed, she
- 24:29Speaker 5: finds it there and brings it back home. So again,
- 24:34Speaker 5: I don't know exactly if this is what other animals do,
- 24:36Speaker 5: but I can imagine that this is a very good
- 24:38Speaker 5: general strategy to teach your pup how to orient in
- 24:43Speaker 5: space and navigate.
- 24:44Speaker 2: We should have a brief break at this point, so
- 24:47Speaker 2: we will return shortly.
- 24:49Speaker 1: Hi, Tim. You're looking particularly snazzy today. What are you wearing?
- 24:54Speaker 2: I'm wearing a piece from a company called Grace and Garbo.
- 24:58Speaker 3: And actually, you know a little bit more about them
- 25:00Speaker 3: than I do, to be honest.
- 25:01Speaker 1: Yeah, you're right, I do.
- 25:03Speaker 3: You're the fashion queen.
- 25:05Speaker 1: I'm also wearing a piece from Grayson Garbo. So this
- 25:07Speaker 1: is a delightful knitwear outfit set up in Birmingham. What
- 25:13Speaker 1: they do is they source knitwear, quality knitwear from all
- 25:16Speaker 1: around the world. It's vintage, one-off pieces, many of which
- 25:20Speaker 1: they then hand embellish, like the one you're wearing today
- 25:23Speaker 1: with its beautiful purple flowers. And so they're big on
- 25:26Speaker 1: sustainability and You know, nothing goes to waste. Everything is
- 25:31Speaker 1: sort of recycled and reused. And if you want to
- 25:34Speaker 1: know more about them, then have a look at the
- 25:36Speaker 1: link beneath this episode.
- 25:38Speaker 3: And thank you very much to them for supporting our podcast.
- 25:41Speaker 2: I hope their sales soar.
- 25:44Speaker 1: Thanks a lot, Grace and Garvo.
- 25:47Speaker 3: So welcome back. We're talking to Yossi Yovel about bats.
- 25:51Speaker 3: And so we'll just, you know, two or three more
- 25:54Speaker 3: questions because we're running out of time here. But I mean,
- 25:58Speaker 3: you're talking a little bit about social context there. So
- 26:00Speaker 3: you were just been talking about mums and their offspring.
- 26:04Speaker 3: But how do bats use echolocation in social contexts? So
- 26:09Speaker 3: as well as finding their way around, do they use
- 26:12Speaker 3: it to communicate with one another?
- 26:13Speaker 2: Do they pass information between them?
- 26:16Speaker 4: Yeah.
- 26:17Speaker 3: Yeah.
- 26:18Speaker 5: So, yeah, indeed, this is one of the, I think,
- 26:20Speaker 5: the most interesting questions that many researchers are interested in. And, yeah,
- 26:27Speaker 5: like you said, echolocation is something that is currently out there.
- 26:31Speaker 4: Its major use is.
- 26:33Speaker 5: Sensing, but it makes sense that if it's currently available,
- 26:37Speaker 5: then other.
- 26:38Speaker 4: Bats would learn to use or to extract information.
- 26:42Speaker 5: Now, perhaps the most interesting common case, is eavesdropping. So
- 26:49Speaker 5: when a bat is attacking prey, the echolocation sequence becomes much,
- 26:54Speaker 5: much faster. So if in the normal situation we're searching
- 26:58Speaker 5: for prey, a bat would emit a signal every 100 milliseconds,
- 27:02Speaker 5: something like, this is a slowed down.
- 27:04Speaker 4: Version, toot, toot.
- 27:07Speaker 5: When it is closing in on a prey, it will
- 27:09Speaker 5: go up to 200 emissions per second, even at the
- 27:13Speaker 5: fastest rate.
- 27:14Speaker 4: So it will go up to.
- 27:16Speaker 5: Okay, which is also fascinating because they're acquiring more information, basically.
- 27:20Speaker 5: But for a different bat, what we call a conspecific, right?
- 27:24Speaker 5: This means that somebody is attacking food. It means that
- 27:27Speaker 5: somebody found food, basically. And it is known for many,
- 27:31Speaker 5: many researchers have shown that bats are attracted to these sounds.
- 27:34Speaker 5: They know that somebody else has found food. And you
- 27:37Speaker 5: can even see interspecific interest or interaction. So if these
- 27:42Speaker 5: are species that feed on similar food, they will eavesdrop
- 27:45Speaker 5: on other individuals from a different species. What we have
- 27:49Speaker 5: shown with our work with the GPSs is that these
- 27:53Speaker 5: echolocation signals can also be used probably just for tracking together.
- 27:57Speaker 4: So some bats benefit from moving in.
- 28:00Speaker 5: A collective and searching in a group because when food
- 28:06Speaker 5: is patchily distributed, so it's hard to find the food,
- 28:08Speaker 5: but there's a lot of food. Imagine a swarm of
- 28:11Speaker 5: insects moving. then it makes sense to search in a
- 28:13Speaker 5: group because if somebody finds food, everybody will find food. Basically,
- 28:17Speaker 5: we show using modeling that these bats can spread out
- 28:20Speaker 5: in space. Eaves search individually but also listen to the
- 28:25Speaker 5: echolocation signals of others and the search becomes much more
- 28:29Speaker 5: effective when they do so. Again, they're only using echolocation.
- 28:32Speaker 5: Nobody is communicating directly. Nobody is saying, look, I am
- 28:36Speaker 5: number one, follow me. there is food here, it is
- 28:39Speaker 5: only based on listening to their echolocation signals.
- 28:44Speaker 2: Really interesting.
- 28:45Speaker 4: Saima?
- 28:46Speaker 1: Yes, so actually, Yossi, I wanted to just change tack
- 28:49Speaker 1: a little bit now and ask you about this intriguing
- 28:52Speaker 1: BBC article about your work on basically animals reacting to
- 29:00Speaker 1: secret sounds from plants.
- 29:03Speaker 4: Is the headline.
- 29:04Speaker 1: Can you tell us a little bit more about this?
- 29:07Speaker 4: Sure, sure.
- 29:08Speaker 5: Yeah, so a few years ago, we started studying plant sounds.
- 29:13Speaker 5: A colleague of mine, Lila Hadani, she's an evolutionary biologist
- 29:19Speaker 5: who studies plants, came up with the idea of recording plants.
- 29:22Speaker 4: I was skeptical.
- 29:24Speaker 5: But, you know, we have a lot of ultrasonic equipment
- 29:28Speaker 5: in the.
- 29:29Speaker 4: Lab, so we said, why not? And her student....
- 29:32Speaker 5: Or a joint student came to me and said, look,
- 29:34Speaker 5: look at these clicks. There are clicks constantly. And I said,
- 29:37Speaker 5: that must be an artifact. We know that these systems
- 29:39Speaker 5: create a lot of clicks and we took a lot of,
- 29:43Speaker 5: you know, we ran a lot of controls, mostly placing
- 29:47Speaker 5: several different microphones together and making sure that if it's noise,
- 29:50Speaker 5: internal noise, you would not see correlations in the different microphones.
- 29:53Speaker 5: And for sure, these plants emit ultrasonic or produce ultrasonic clicks,
- 30:01Speaker 5: very brief signals around 50 kilohertz. Now, I must say,
- 30:04Speaker 5: after observing this and being convinced, we read the literature
- 30:07Speaker 5: and we found that a lot of people have described vibrations.
- 30:11Speaker 5: So a lot of people have described placing your sensor
- 30:14Speaker 5: on the plant the stem mostly, and then you see
- 30:17Speaker 5: that the plant is vibrating in these frequencies. It was
- 30:20Speaker 5: all about just checking whether the sound is airborne, which
- 30:24Speaker 5: is what we did. Now, of course, if the sound
- 30:26Speaker 5: is airborne, it means that other organisms can sense it, potentially.
- 30:31Speaker 5: That immediately drew my interest as a bioacoustician and somebody
- 30:36Speaker 5: who's interested in animal acoustics and sound. So, you know,
- 30:40Speaker 5: we started thinking, okay, which animals can hear these high-frequency sounds? Bats, rodents,
- 30:46Speaker 5: there are some mammals, of course, that can do this. And,
- 30:49Speaker 5: of course, there are a lot of insects. And we
- 30:51Speaker 5: had to think of a model that we can study
- 30:54Speaker 5: and that would also be relevant. And we decided to
- 30:58Speaker 5: study moths. Many moths can hear ultrasound. There are different
- 31:03Speaker 5: hypotheses why they evolve disability.
- 31:05Speaker 4: One of them is to avoid bat predation, actually.
- 31:08Speaker 5: There's a whole chapter about this in my book.
- 31:11Speaker 4: But it might also be social.
- 31:13Speaker 5: So male moths also emit courtship clicks in high frequency clicks.
- 31:21Speaker 5: and uh but we know that um for a moth
- 31:25Speaker 5: laying so the one of the main interactions of a
- 31:27Speaker 5: female moth with the plant is when it lays its
- 31:29Speaker 5: eggs right because it wants to uh to find a
- 31:33Speaker 5: good hydrated plant where it's a descendant right where it's
- 31:37Speaker 5: offspring will not be eaten by a predator and the
- 31:40Speaker 5: plant is not too dry or something like that ah
- 31:43Speaker 5: now i forgot to say is that we found that
- 31:44Speaker 5: the plants produce more of these sound clicks when they
- 31:49Speaker 5: are dehydrated. There's information there that might be relevant for
- 31:53Speaker 5: the organisms, and this is one of the main ones.
- 31:58Speaker 5: We decided to run a classical sensory ecology task where
- 32:03Speaker 5: we have the animal, the female moth.
- 32:06Speaker 4: It's about to lay its eggs. It has been fertilized.
- 32:10Speaker 5: And it has two options either to lay it, maybe
- 32:15Speaker 5: I'll describe.
- 32:16Speaker 4: One of the experiments because there were several.
- 32:17Speaker 5: So in one of the experiments there are two plants,
- 32:20Speaker 5: they're both hydrated, they're identical as much as we can see,
- 32:23Speaker 5: but one of them is associated with a speaker that
- 32:28Speaker 5: we place of course that is playing these sounds that
- 32:32Speaker 5: plants usually, so these are tomato plants, And these are
- 32:35Speaker 5: sounds that tomato plants produce when they are dehydrated. So
- 32:39Speaker 5: we basically recorded these sounds ourselves and we are now
- 32:44Speaker 5: producing them. And what we found is that the moth
- 32:48Speaker 5: will prefer significantly to lay its eggs on the silent sound,
- 32:53Speaker 5: the silent plant. So, you know, the non-dehydrated plant, basically,
- 33:00Speaker 5: and this is very, very significant.
- 33:02Speaker 4: We have a lot of controls. I think we don't
- 33:04Speaker 4: have time to go into them.
- 33:04Speaker 5: But I think this is a very strong indication that
- 33:07Speaker 5: moths take sound into account when making decisions about where
- 33:12Speaker 5: to lay their eggs and probably plant sounds when doing so.
- 33:17Speaker 3: No, it's fascinating stuff. There's all this noise and all
- 33:19Speaker 3: this communication going on out there. Next time I'm out
- 33:22Speaker 3: in the garden, I'm going to be listening to see
- 33:24Speaker 3: which tomato plant to harvest. But we're coming towards, we
- 33:30Speaker 3: better wrap up because we're sort of running out of time.
- 33:32Speaker 3: But thank you very much for joining.
- 33:34Speaker 2: Us, Yossi.
- 33:35Speaker 3: And again, for our listeners and our readers, your book
- 33:40Speaker 3: is just out.
- 33:41Speaker 2: It's called The Genius Bat.
- 33:43Speaker 3: The subtitle in Europe is Understanding Our Most Mysterious Mammal.
- 33:47Speaker 2: It's really well worth a read. It's fantastic. And I
- 33:50Speaker 2: think you've got the American version there as well. Perhaps
- 33:53Speaker 2: you want to hold that up. There we go. It's blurred.
- 33:58Speaker 2: Maybe I can remove it.
- 34:00Speaker 3: Maybe hold it close to your head because your head
- 34:02Speaker 3: is in focus.
- 34:05Speaker 4: There, there.
- 34:07Speaker 3: Yeah, it's a really, I mean, bats are just, you know,
- 34:10Speaker 3: there's a large number of species. They're fascinating individuals. great
- 34:14Speaker 3: personal stories as well.
- 34:16Speaker 2: And you've gone and interviewed, you know, as you, as
- 34:18Speaker 2: you mentioned various people in the field.
- 34:19Speaker 3: So congratulations on the book and I hope it does
- 34:22Speaker 3: really well. So thank you very much for joining us, Shossi.
- 34:25Speaker 4: Thank you very much. It was a pleasure.
- 34:28Speaker 2: Well, that was really interesting assignment.
- 34:30Speaker 3: I mean, you know, isn't it interesting the way he's
- 34:33Speaker 3: bringing together the sort of ecology. We didn't talk about
- 34:36Speaker 3: the conservation, but he has been in his book about
- 34:38Speaker 3: that as well. But, um, uh, but bringing the ecology
- 34:41Speaker 3: and the neuroscience, as it were, of bats together. And
- 34:47Speaker 3: I just thought it was fascinating.
- 34:49Speaker 1: Yeah, me too. And also the sort of technological aspects
- 34:52Speaker 1: and the sort of applications. I mean, I think I
- 34:55Speaker 1: really genuinely wasn't expecting him to say what he said
- 34:58Speaker 1: about the agricultural use, where they're using it to sort
- 35:03Speaker 1: of check up on the ripeness and abundance of tomato plants.
- 35:09Speaker 3: But it's also amazing, isn't it, that bats have been
- 35:12Speaker 3: around for millions of years, but they're clearly way, way
- 35:16Speaker 3: better at using sonar and echolocation than anything we're capable
- 35:21Speaker 3: of doing yet.
- 35:22Speaker 1: Yeah, yeah, well, absolutely. I mean, I think both of
- 35:27Speaker 1: us are probably, you know, this is why we're sort
- 35:30Speaker 1: of biologists, right? Biology does things, still does things better
- 35:34Speaker 1: than we do synthetically, right?
- 35:37Speaker 3: Yeah, but also, isn't it amazing? There's a whole other
- 35:40Speaker 3: sense out there that we don't experience. You know, that echo,
- 35:43Speaker 3: you know, wandering. You know, if I tried to walk
- 35:46Speaker 3: around Tesco's foraging for food with my eyes shut clicking, well,
- 35:50Speaker 3: not only would I probably be arrested, but I'd walk
- 35:52Speaker 3: into the Weetabix and, you know, probably stumble into the milk.
- 35:57Speaker 2: Fridge or something.
- 35:58Speaker 1: If you try it, will you video it for our viewers?
- 36:01Speaker 2: LAUGHTER No.
- 36:04Speaker 3: And I mean, it's clear as well from what he
- 36:07Speaker 3: was saying about the way they've shrunk down technology, but
- 36:10Speaker 3: they are really starting to sort of get a much
- 36:14Speaker 3: better understanding of how they collect information, how these bats
- 36:18Speaker 3: collect information. and and how they can use it to
- 36:21Speaker 3: navigate and the fact they train their young in that
- 36:23Speaker 3: way as well i thought that was i didn't know
- 36:25Speaker 3: any of that at.
- 36:26Speaker 2: All that was in his book.
- 36:27Speaker 1: But yeah that was absolutely beautiful the the tree using
- 36:31Speaker 1: the trees and then sort of can't find the pup
- 36:34Speaker 1: but let's go and check it check in the tree
- 36:36Speaker 1: it's most likely to be there yeah no.
- 36:39Speaker 3: It's a it no it's really cool stuff i enjoyed
- 36:42Speaker 3: it and And I mean, there are, I guess there's,
- 36:45Speaker 3: it's interesting as well that insects and moths as well
- 36:48Speaker 3: are also using some of this echolocation. And the fact
- 36:51Speaker 3: these poor plants, they get stressed, they can't like help themselves,
- 36:54Speaker 3: but they're clicking away, you know, and then that's bringing
- 36:58Speaker 3: in that, well, the moths laying their eggs were avoiding it,
- 37:01Speaker 3: but it probably brings in pest insects as well, right?
- 37:04Speaker 3: They'll probably think, oh, look, there's a weak plant.
- 37:07Speaker 1: Yeah, I mean... As you know, I sort of laughed
- 37:10Speaker 1: when you said it, but there's a really serious point
- 37:12Speaker 1: that there's this whole sort of world in our world
- 37:16Speaker 1: that we don't experience. As you said, we're walking around
- 37:18Speaker 1: and actually this whole everything's a battleground, right? Sort of
- 37:23Speaker 1: plants and animals and things we can see, things we
- 37:26Speaker 1: can't see. communicating in ways we can perceive in ways
- 37:29Speaker 1: we can't so there's sort of like multi-layers of communication
- 37:33Speaker 1: battle whatever going on that we we're completely ignorant of
- 37:37Speaker 1: as we walk around.
- 37:37Speaker 3: No and there's still so much more to learn and
- 37:40Speaker 3: i think that's kind of one of the things that
- 37:41Speaker 3: came across and you know um we you know we
- 37:45Speaker 3: still don't know what it's like to be a bat.
- 37:48Speaker 2: Well i don't So you're not a vampire after all,
- 37:54Speaker 2: is that what you're saying?
- 37:55Speaker 1: I don't think so.
- 37:58Speaker 2: Well, look, I better go. But it's been great as
- 38:00Speaker 2: ever to see you. And we'll see you for next
- 38:04Speaker 2: week's episode.
- 38:05Speaker 4: Yeah, absolutely.
- 38:06Speaker 1: Take care, Tim.
- 38:07Speaker 2: Okay, yeah, and you. Bye now.
- 38:08Speaker 4: Bye, everyone.