WEBVTT - Ep12 "Can we create new senses for humans?"

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<v Speaker 1>Can a person who is blind come to see through

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<v Speaker 1>her tongue? Can a baby be born without ears? What

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<v Speaker 1>does it like to have the smell of a dog?

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<v Speaker 1>And what does any of this have to do with

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<v Speaker 1>airplane pilots or Westworld or potato head. Welcome to Inner

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<v Speaker 1>Cosmos with me, David Eagleman. I'm a neuroscientist and an author,

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<v Speaker 1>and my fascination for a very long time has been

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<v Speaker 1>how brains perceive reality, because the strange part is that

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<v Speaker 1>we're not seeing most of the action that's going on

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<v Speaker 1>out there. So today we're going to dive into that

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<v Speaker 1>and we're going to see how we might expand our perception.

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<v Speaker 1>We're built out of really small stuff like DNA, and

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<v Speaker 1>we're embedded in a very large cosmos, and we're not

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<v Speaker 1>particularly good at receiving reality at either of those scales.

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<v Speaker 1>And that's because we've evolved to deal with reality. It's

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<v Speaker 1>it's very thin slice in between at the level of

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<v Speaker 1>rivers and apples and rabbits and stuff like that. But

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<v Speaker 1>even here, at our level of perception, we're not seeing

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<v Speaker 1>most of the action that's going on. So take, for example,

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<v Speaker 1>the colors of our world, So picture the reds and

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<v Speaker 1>blues and greens and purples. These are light waves that

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<v Speaker 1>bounce off objects and hit these specialized receptors at the

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<v Speaker 1>back of our eyes, and then we perceive these colors,

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<v Speaker 1>but we're not seeing all the light waves that are

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<v Speaker 1>out there. In fact, what we see is less than

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<v Speaker 1>a ten trillionth of the light waves out there. So

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<v Speaker 1>if you look at what's called the electromagnetic spectrum, you

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<v Speaker 1>have radio waves and microwaves and X rays and gamma rays.

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<v Speaker 1>All these are light. They're just different frequencies. These are

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<v Speaker 1>passing through your body right now, and you're completely unaware

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<v Speaker 1>of them because your biology doesn't come with the right

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<v Speaker 1>receptors to pick those up. They are light, but they're

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<v Speaker 1>not visible light. There are thousands of cell phone conversations

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<v Speaker 1>passing through you right now, and you're completely blind to them. Now,

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<v Speaker 1>it's not that these other wavelengths of light are inherently unseeable.

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<v Speaker 1>Snakes include some infrared light in their reality, and honeybees

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<v Speaker 1>include ultraviolet light in their view of the world. And

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<v Speaker 1>of course we build machines in the dashboards of our

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<v Speaker 1>cars to pick up on signals in the radio frequency range,

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<v Speaker 1>and we build machines and hospitals to pick up on

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<v Speaker 1>the X ray range and so on. But you can't

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<v Speaker 1>sense any of these things by yourself, at least not yet,

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<v Speaker 1>because you don't come equipped with the proper sensors. Now,

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<v Speaker 1>what this means is that our experience of reality is

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<v Speaker 1>it's trained by our biology, and that goes against this

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<v Speaker 1>common sense notion that our eyes and our ears and

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<v Speaker 1>our fingertips are just picking up on the objective reality

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<v Speaker 1>out there. Instead, what this means is that our brains

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<v Speaker 1>are sampling just a little bit of the world. Now,

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<v Speaker 1>across the animal kingdom, different animals pick up on different

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<v Speaker 1>parts of reality. So take the tick. It's blind and

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<v Speaker 1>death and in its little world, the important signals are

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<v Speaker 1>temperature and body odor butteric acid, and that's all it

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<v Speaker 1>picks up on, and that's how it constructs its reality.

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<v Speaker 1>For a fish called the black ghost knife fish, its

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<v Speaker 1>sensory world is all about electrical fields and the perturbations

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<v Speaker 1>of those fields when it's passing a rock or another creature,

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<v Speaker 1>and that's always picking up on. For the echolocating bat,

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<v Speaker 1>its reality is constructed out of air compression waves that

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<v Speaker 1>bounce off objects and come back to them. So for

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<v Speaker 1>these different animals. That's the slice of their ecosystem that

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<v Speaker 1>they can pick up on, and that's all they're seeing.

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<v Speaker 1>And we have a word for this in science. This

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<v Speaker 1>is called the umveldt, which is the German word for

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<v Speaker 1>the surrounding world. Now, every animal is very limited in

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<v Speaker 1>the umveldt that it can pick up on, but presumably

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<v Speaker 1>every animal assumes that it's umveldt is the entire objective

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<v Speaker 1>reality that's out there, because why would you ever stop

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<v Speaker 1>to imagine that there's something beyond what you can sense. Instead,

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<v Speaker 1>we all accept reality as it is presented to us.

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<v Speaker 1>So let's do a consciousness raiser on this. Imagine that

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<v Speaker 1>you are your family dog, and your whole world is

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<v Speaker 1>about smelling. So you've got this long snout that has

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<v Speaker 1>two hundred million scent receptors in it, and you have

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<v Speaker 1>wet nostrils that attract and trap scent molecules. And your

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<v Speaker 1>nostrils even have slits so you can take these big

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<v Speaker 1>nose fulls of air. You have floppy ears to kick

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<v Speaker 1>up more scent. Everything is about smell for you. So

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<v Speaker 1>one day you stop in your tracks with a revelation

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<v Speaker 1>and you look at your human owners and you think,

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<v Speaker 1>what is it like to have the pitiful little nose

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<v Speaker 1>of a human? What is it like when they take

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<v Speaker 1>a little feeble nose full of air? How can a

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<v Speaker 1>human not know that there's a cat one hundred yards

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<v Speaker 1>away or that their best friend was on this very

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<v Speaker 1>spot six hours ago. But because we're humans that we've

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<v Speaker 1>never experienced that world of smell, we don't miss it

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<v Speaker 1>and we don't even think about it. Because we are

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<v Speaker 1>firmly settled into our umvelt we don't feel like there's

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<v Speaker 1>a black hole of smell that we're missing there. We

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<v Speaker 1>think we've got the whole world. But the question is

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<v Speaker 1>do we have to be stuck in the umveldt into

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<v Speaker 1>which we were born? So as a neuroscientist, I've always

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<v Speaker 1>been interested in the way that our technology might allow

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<v Speaker 1>us to expand our umveldt and how that's going to

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<v Speaker 1>change the experience of being human. So we're already quite

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<v Speaker 1>good at marrying our technology to our biology. You may

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<v Speaker 1>know this, but there are hundreds of thousands of people

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<v Speaker 1>walking around with artificial hearing and artificial vision. The way

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<v Speaker 1>this works, for example, with artificial hearing is you have

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<v Speaker 1>a microphone and you digitize the signal and you put

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<v Speaker 1>an electrode strip directly into the inner ear. Or with

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<v Speaker 1>artificial vision, you have what's called a retinal implant, where

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<v Speaker 1>you take a camera and you digitize this signal and

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<v Speaker 1>you plug an electrode grid directly into the back of

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<v Speaker 1>the eye and the optic nerve. Now, as recently as

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<v Speaker 1>twenty five years ago, there were a lot of scientists

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<v Speaker 1>who these technologies were never going to work. Why. It's

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<v Speaker 1>because these technologies speak the language of silicon valley and

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<v Speaker 1>zeros and ones, and it's not exactly the same dialect

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<v Speaker 1>as our natural biological sense organs. But the fact is

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<v Speaker 1>that these technologies work. The brain figures out how to

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<v Speaker 1>use the signals just fine. Now, how do we understand that?

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<v Speaker 1>The key to understanding this requires diving one level deeper.

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<v Speaker 1>Your three pounds of brain tissue are not hearing or

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<v Speaker 1>seeing the world around you directly. It's not that your

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<v Speaker 1>eyes are piping in light or your ears are piping

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<v Speaker 1>sound in. Instead, your brain is locked in a crypt

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<v Speaker 1>of silence and darkness inside your skull. All inever experiences

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<v Speaker 1>are electrochemical signals that stream in along different data cables.

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<v Speaker 1>That's all it has to work with are these little

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<v Speaker 1>electrical spikes and chemical releases. It's just a world of

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<v Speaker 1>spikes running around in darkness inside there, and in ways

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<v Speaker 1>that we're still working to understand. The brain is shockingly

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<v Speaker 1>good at taking these signals running around and extracting patterns

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<v Speaker 1>into those patterns that as signs meaning, and with that meaning,

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<v Speaker 1>you have subjective experience. So the brain is an organ

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<v Speaker 1>that converts sparks in the dark into a picture show

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<v Speaker 1>of your world. All the hues and aromas and emotions

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<v Speaker 1>and sensations of your life. These are encoded in trillions

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<v Speaker 1>of signals zipping around in the blackness. So you know

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<v Speaker 1>when you watch a beautiful screensaver on your computer screen,

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<v Speaker 1>that's just built out of zeros and ones and transistors,

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<v Speaker 1>and it's somehow the same thing that's happening with your

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<v Speaker 1>experience of the world. Let's understand this just a little

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<v Speaker 1>bit more. Imagine that you traveled over to an island

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<v Speaker 1>of people who are all born blind, so they all

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<v Speaker 1>read by braille. They feel tiny patterns of inputs on

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<v Speaker 1>their fingertips. So you watch them read a book and

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<v Speaker 1>they're brushing over the small bumps with their fingers and

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<v Speaker 1>you watch them laugh and cry at the book they're reading,

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<v Speaker 1>and you might wonder how can they fit all that

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<v Speaker 1>emotion into the tip of their finger. So you explain

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<v Speaker 1>to them that when you read a novel, you aim

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<v Speaker 1>these spheres on your face towards visual patterns of lines

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<v Speaker 1>and curves on a page, and each of your eyes

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<v Speaker 1>has a lawn of cells that catch photons, and in

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<v Speaker 1>this way you can register the shapes of the symbols.

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<v Speaker 1>And you tell them that you have memorized a set

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<v Speaker 1>of rules by which different shapes on the page represent

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<v Speaker 1>different sounds. So for each squiggle that you detect with

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<v Speaker 1>your eyes, you recite a small sound in your head,

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<v Speaker 1>imagining what you would hear if someone were speaking that

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<v Speaker 1>out loud. And so the resulting pattern of neurochemical signaling

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<v Speaker 1>makes you laugh or cry. You couldn't blame the islanders

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<v Speaker 1>for finding your story difficult to understand. How do you

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<v Speaker 1>fit all that emotion into two spheres on your head? Okay,

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<v Speaker 1>So you or they would finally have to allow something,

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<v Speaker 1>which is that the fingertip or the eyeball is just

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<v Speaker 1>the peripheral device that converts information from the outside world

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<v Speaker 1>into spikes in the brain. And then the brain does

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<v Speaker 1>all the hard work of the interpretation. You and the

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<v Speaker 1>Islanders would break bread over the fact that in the end,

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<v Speaker 1>it's all about the trillions of spikes racing around in

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<v Speaker 1>the brain, and that the method of entry simply isn't

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<v Speaker 1>the part that matters, because your brain doesn't know and

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<v Speaker 1>it doesn't care where it gets the data from. Whatever

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<v Speaker 1>information comes in from the outside, it just figures out

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<v Speaker 1>what to do with it. And this is a very

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<v Speaker 1>efficient kind of machine. It is essentially a general purpose

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<v Speaker 1>computing device. It just takes in everything and it figures

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<v Speaker 1>out what it's going to do with it. And in

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<v Speaker 1>my work, I've proposed that this freeze up mother nature

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<v Speaker 1>to tinker around with different sorts of input channels. So

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<v Speaker 1>I've argued in my talks and books and papers that

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<v Speaker 1>we can send information into the brain via unusual pathways.

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<v Speaker 1>And I call this the pH model of evolution. And

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<v Speaker 1>I don't want to get too technical here, but pH

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<v Speaker 1>stands for potato head, and I use this name to

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<v Speaker 1>emphasize that all these sensors that we know in love,

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<v Speaker 1>like our eyes and our ears and our fingertips, these

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<v Speaker 1>are merely peripheral, plug and play devices, you stick them

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<v Speaker 1>in and you're good to go, just like with a

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<v Speaker 1>potato head. Where you attach these devices, the brain figures

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<v Speaker 1>out what to do with the data that comes in.

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<v Speaker 1>And by the way, when you look across the animal kingdom,

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<v Speaker 1>you find lots of interesting peripheral devices. So snakes have

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<v Speaker 1>heat pits with which they detect the infrared light. And

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<v Speaker 1>the black ghost knifefish has electro receptors up and down

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<v Speaker 1>its body. That's how it detects the changes in the

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<v Speaker 1>electrical field. And there's an animal called the star nosed mole,

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<v Speaker 1>which essentially has this nose with twenty two fingers on it,

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<v Speaker 1>and it moves around through its three dimensional tunnel system

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<v Speaker 1>and feels around and constructs a model of its world

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<v Speaker 1>that way. And many birds and cows and insects have

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<v Speaker 1>specializations so that they can feel the magnetic field of

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<v Speaker 1>the planet. This is called magneto reception, and they navigate

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<v Speaker 1>that way. The idea with the potato head model is

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<v Speaker 1>that Mother Nature doesn't have to continually redesign the brain

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<v Speaker 1>every time she introduces some new peripheral device. Instead, with

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<v Speaker 1>the principles of brain operation already established, all she has

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<v Speaker 1>to do is worry about designing new peripheral devices to

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<v Speaker 1>pick up on new information from the world. So in

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<v Speaker 1>the same way you can plug an arbitrary nose or

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<v Speaker 1>eyes or mouth into potato head. Likewise, nature plugs all

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<v Speaker 1>kinds of instrumentation into the brain for the purpose of

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<v Speaker 1>detecting these energy sources in the outside world. Now, the

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<v Speaker 1>idea of looking at our peripheral sensors like individuals standalone

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<v Speaker 1>devices might seem bizarre, because, after all, aren't there thousands

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<v Speaker 1>of genes involved with building these devices, and don't these

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<v Speaker 1>genes overlap with other pieces and parts of the body.

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<v Speaker 1>Can we really look at the nose or the eye,

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<v Speaker 1>or the ear or the tongue as a device that

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<v Speaker 1>stands alone. So I started studying this question because I thought,

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<v Speaker 1>if the potato head model is correct, wouldn't that suggest

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<v Speaker 1>we might find switches in the genetics that lead to

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<v Speaker 1>the presence or absence of a peripheral device. And as

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<v Speaker 1>it turns out, that's precisely what can happen. So, for example,

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<v Speaker 1>some babies are born completely missing a nose, and they

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<v Speaker 1>also lack the nasal cavity and the whole system for smelling.

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<v Speaker 1>This is called a rhinia. Now, these kind of mutations,

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<v Speaker 1>they seem startling and difficult to fathom, But in our

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<v Speaker 1>plug and play framework, a rhinia is predictable. With a

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<v Speaker 1>slight tweak of the genes, the peripheral device simply doesn't

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<v Speaker 1>get built. Or consider other babies who are born normal,

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<v Speaker 1>but they have no eyes. This is called anophthalmia, and

0:15:11.560 --> 0:15:16.320
<v Speaker 1>others are born without tongues. Some babies are born without ears,

0:15:16.400 --> 0:15:21.360
<v Speaker 1>that's called anotia. Some children are born without any pain receptors,

0:15:21.720 --> 0:15:24.600
<v Speaker 1>and more generally, others are born without any touch receptors.

0:15:24.600 --> 0:15:27.680
<v Speaker 1>This is called nafia. And so when we look at

0:15:27.680 --> 0:15:33.520
<v Speaker 1>these situations, it becomes clear that our peripheral detectors unpack

0:15:33.680 --> 0:15:37.120
<v Speaker 1>because of specific genetic programs. And if you have a

0:15:37.200 --> 0:15:41.400
<v Speaker 1>minor mauthfunction in the genes, that can halt the program,

0:15:41.720 --> 0:15:45.040
<v Speaker 1>and then the brain just doesn't get that particular data

0:15:45.040 --> 0:15:49.160
<v Speaker 1>stream of information from the world, whether that's smell, molecules,

0:15:49.280 --> 0:15:52.400
<v Speaker 1>or photons or air compression waves or touch or whatever.

0:15:53.120 --> 0:15:55.760
<v Speaker 1>For me, the lesson that comes together here is that

0:15:55.880 --> 0:16:00.240
<v Speaker 1>nature designs ways of extracting information from the world world,

0:16:00.560 --> 0:16:04.440
<v Speaker 1>and these unpack with their own little genetic instructions. Now,

0:16:04.480 --> 0:16:09.600
<v Speaker 1>what this implies is that there's nothing really fundamental about

0:16:09.600 --> 0:16:12.200
<v Speaker 1>the devices that you and I come to the table

0:16:12.240 --> 0:16:14.440
<v Speaker 1>with our eyes and our ears and our nose and

0:16:14.480 --> 0:16:18.760
<v Speaker 1>our fingertips. It's just what we've inherited from a complex

0:16:18.920 --> 0:16:23.960
<v Speaker 1>road of evolution. But that particular collection of sensors might

0:16:24.000 --> 0:16:27.200
<v Speaker 1>not have to be what we stick with, because the

0:16:27.280 --> 0:16:32.640
<v Speaker 1>brain's ability to decode different kinds of incoming information implies

0:16:32.720 --> 0:16:35.400
<v Speaker 1>the crazy prediction that you might be able to get

0:16:35.720 --> 0:16:39.360
<v Speaker 1>some sensory cable going into the brain to carry a

0:16:39.440 --> 0:16:42.920
<v Speaker 1>different kind of sensory information. For example, what if you

0:16:43.000 --> 0:16:47.160
<v Speaker 1>took a data stream from a video camera and converted

0:16:47.200 --> 0:16:51.280
<v Speaker 1>that into touch on your skin. Would the brain eventually

0:16:51.320 --> 0:16:56.320
<v Speaker 1>be able to interpret the visual world simply by feeling it?

0:16:56.680 --> 0:17:02.720
<v Speaker 1>And this is the stranger than fiction world of sensory substitution.

0:17:03.880 --> 0:17:08.520
<v Speaker 1>Sensory substitution refers to the idea of feeding information into

0:17:08.600 --> 0:17:12.800
<v Speaker 1>the brain via unusual sensory channels and the brain just

0:17:12.880 --> 0:17:15.520
<v Speaker 1>figures out what to do with the information. Now, that

0:17:15.600 --> 0:17:19.919
<v Speaker 1>might sound speculative, but the first paper demonstrating this was

0:17:19.960 --> 0:17:24.200
<v Speaker 1>published in the journal Nature in nineteen sixty nine. There

0:17:24.240 --> 0:17:28.280
<v Speaker 1>was a scientist named Paul Baki Rita and he put

0:17:28.359 --> 0:17:32.640
<v Speaker 1>blind people in a modified dental chair and he set

0:17:32.720 --> 0:17:35.080
<v Speaker 1>up a video feed and he would put something in

0:17:35.080 --> 0:17:37.879
<v Speaker 1>front of the camera and then the person would feel

0:17:37.920 --> 0:17:42.000
<v Speaker 1>that poked into their back with a grid of solenoids.

0:17:42.200 --> 0:17:44.159
<v Speaker 1>So if he put a coffee cup in front of

0:17:44.160 --> 0:17:47.160
<v Speaker 1>the camera, they would feel the shape of a coffee

0:17:47.200 --> 0:17:49.760
<v Speaker 1>cup in their back. Or he puts a telephone in

0:17:49.760 --> 0:17:52.199
<v Speaker 1>front of the camera, and they feel a telephone in

0:17:52.240 --> 0:17:56.560
<v Speaker 1>their back. And amazingly, people who were blind got pretty

0:17:56.600 --> 0:17:59.800
<v Speaker 1>good at being able to determine what was in front

0:17:59.840 --> 0:18:02.920
<v Speaker 1>of them the camera, just by feeling it in the

0:18:02.960 --> 0:18:07.359
<v Speaker 1>small of their back. So Baki Rita summarized his findings

0:18:07.400 --> 0:18:10.720
<v Speaker 1>by saying, quote, the brain is able to use incoming

0:18:10.760 --> 0:18:14.000
<v Speaker 1>information from the skin as if it were coming from

0:18:14.040 --> 0:18:19.120
<v Speaker 1>the eyes end quote. The subjective experience for the blind

0:18:19.240 --> 0:18:21.679
<v Speaker 1>people who are feeling this in their back was that

0:18:22.200 --> 0:18:27.199
<v Speaker 1>visual objects were located out there instead of on the

0:18:27.200 --> 0:18:30.359
<v Speaker 1>skin of their back. In other words, it was something

0:18:30.440 --> 0:18:33.000
<v Speaker 1>like vision. And think about it this way. When you're

0:18:33.040 --> 0:18:35.600
<v Speaker 1>at the coffee shop and you see your friend waving

0:18:35.640 --> 0:18:38.920
<v Speaker 1>at you across the way, the photons from your friend

0:18:39.119 --> 0:18:42.639
<v Speaker 1>are impinging on your photoreceptors in your eye. But you

0:18:42.680 --> 0:18:46.360
<v Speaker 1>don't perceive that the signal is at your eyes or

0:18:46.400 --> 0:18:48.800
<v Speaker 1>in your brain. You perceive that your friend is out

0:18:48.880 --> 0:18:52.359
<v Speaker 1>there waving at you from a distance. And so it

0:18:52.440 --> 0:18:56.600
<v Speaker 1>goes with the users of baki Rita's modified dental chair.

0:18:57.200 --> 0:19:02.600
<v Speaker 1>They were perceiving the object out there now. Amazingly. While

0:19:02.720 --> 0:19:06.160
<v Speaker 1>baki Rita's device was the first to hit public consciousness,

0:19:06.480 --> 0:19:10.000
<v Speaker 1>it was not actually the first attempt at sensory substitution.

0:19:10.680 --> 0:19:12.960
<v Speaker 1>On the other side of the world, at the end

0:19:13.000 --> 0:19:18.280
<v Speaker 1>of the eighteen nineties, a Polish ophthalmologist developed a crude

0:19:18.359 --> 0:19:22.280
<v Speaker 1>device for people who were blind. He put a single

0:19:22.359 --> 0:19:25.600
<v Speaker 1>photo cell on the forehead of a blind person, and

0:19:25.640 --> 0:19:29.280
<v Speaker 1>the more light that hit it, the louder a sound

0:19:29.320 --> 0:19:32.880
<v Speaker 1>would be in the person's ear, so based on the

0:19:33.000 --> 0:19:37.600
<v Speaker 1>sound's intensity, the blind person could tell where there were

0:19:37.680 --> 0:19:40.800
<v Speaker 1>lights or where there were dark areas. Unfortunately, the whole

0:19:40.800 --> 0:19:43.760
<v Speaker 1>device was very large and heavy, and of course it

0:19:43.840 --> 0:19:47.200
<v Speaker 1>was only one pixel of resolution, so it never got

0:19:47.200 --> 0:19:51.120
<v Speaker 1>any traction. But in nineteen sixty another group in Poland

0:19:51.160 --> 0:19:54.440
<v Speaker 1>picked up the ball and ran with it. They recognized

0:19:54.480 --> 0:19:58.159
<v Speaker 1>that hearing is critical for the blind, so they turned

0:19:58.240 --> 0:20:03.200
<v Speaker 1>to passing in the light information via touch. They built

0:20:03.240 --> 0:20:06.520
<v Speaker 1>a helmet that had all these vibratory motors in it,

0:20:06.840 --> 0:20:10.959
<v Speaker 1>and they essentially drew the images on the head, and

0:20:11.080 --> 0:20:15.440
<v Speaker 1>blind participants were able to move around in these specially

0:20:15.480 --> 0:20:19.679
<v Speaker 1>prepared rooms that were painted to enhance the contrast of

0:20:19.720 --> 0:20:24.560
<v Speaker 1>the door frames and the furniture edges. It worked. Unfortunately,

0:20:25.040 --> 0:20:28.080
<v Speaker 1>it was also heavy and would get very hot, and

0:20:28.160 --> 0:20:30.840
<v Speaker 1>so the world had to wait. But the proof of

0:20:31.000 --> 0:20:35.280
<v Speaker 1>principle was starting to emerge. Now, why did these strange

0:20:35.280 --> 0:20:39.920
<v Speaker 1>approaches work. It's because input to the brain, whether that's

0:20:39.920 --> 0:20:42.320
<v Speaker 1>from photons of the eyes, or air compression waves of

0:20:42.400 --> 0:20:46.040
<v Speaker 1>the ears, or pressure on the skin, they're all converted

0:20:46.480 --> 0:20:50.520
<v Speaker 1>into the common currency of electrical signals. So as long

0:20:50.560 --> 0:20:56.040
<v Speaker 1>as the incoming spikes carry information that represents something important

0:20:56.040 --> 0:21:00.159
<v Speaker 1>about the outside world, the brain will learn how to

0:21:00.240 --> 0:21:04.280
<v Speaker 1>interpret it. The vast forests of your brain cells in

0:21:04.320 --> 0:21:07.760
<v Speaker 1>the dark, they don't care about how the spikes get there.

0:21:08.080 --> 0:21:10.480
<v Speaker 1>They just do their work on it. Now, there have

0:21:10.560 --> 0:21:15.200
<v Speaker 1>been all kinds of incarnations of sensory substitution for the blind.

0:21:15.720 --> 0:21:20.120
<v Speaker 1>One also from the nineteen sixties, is called the sonic glasses.

0:21:20.680 --> 0:21:22.560
<v Speaker 1>It takes a video feed right in front of you

0:21:22.920 --> 0:21:26.760
<v Speaker 1>and turns that into a sound landscape. So as things

0:21:27.200 --> 0:21:30.000
<v Speaker 1>move around and get closer and farther, it sounds like

0:21:32.960 --> 0:21:37.879
<v Speaker 1>it sounds like a cacophony. But after some time, blind

0:21:37.920 --> 0:21:42.000
<v Speaker 1>people start getting really good at understanding what is in

0:21:42.040 --> 0:21:45.680
<v Speaker 1>front of them just based on what they're hearing through

0:21:45.720 --> 0:21:48.919
<v Speaker 1>their ears. And the best example of this is a

0:21:49.000 --> 0:21:51.359
<v Speaker 1>program that you can download on your cell phone called

0:21:51.920 --> 0:21:56.080
<v Speaker 1>the Voice. Note that the three middle letters are oh,

0:21:56.359 --> 0:21:59.880
<v Speaker 1>I see anyway. This is developed by an engineer named

0:22:00.400 --> 0:22:04.359
<v Speaker 1>Meyer in the Netherlands, and it started as a bulky project,

0:22:04.400 --> 0:22:06.560
<v Speaker 1>but it can now be downloaded on your phone. You

0:22:06.600 --> 0:22:10.680
<v Speaker 1>point your phone camera at things and the program converts

0:22:11.080 --> 0:22:15.960
<v Speaker 1>what the phone sees into sounds. The app is amazing

0:22:16.080 --> 0:22:18.399
<v Speaker 1>and you can download this onto your phone and start

0:22:18.440 --> 0:22:21.360
<v Speaker 1>walking around in the world with it and really understand

0:22:21.600 --> 0:22:24.960
<v Speaker 1>what's going on when you convert site into sound. And

0:22:25.000 --> 0:22:28.040
<v Speaker 1>my colleagues all over the world, like Jamie Warren and

0:22:28.080 --> 0:22:32.200
<v Speaker 1>emirah Medi, have been running science experiments on these sorts

0:22:32.240 --> 0:22:35.800
<v Speaker 1>of approaches. And by the way, the century substitution doesn't

0:22:35.840 --> 0:22:39.280
<v Speaker 1>have to be through the ears. Another version is called

0:22:39.760 --> 0:22:43.240
<v Speaker 1>the brain port, and this is a little grid. It's

0:22:43.280 --> 0:22:46.960
<v Speaker 1>called an electro techtile grid. It sits on your tongue

0:22:47.280 --> 0:22:50.600
<v Speaker 1>and gives little shocks. So you have a camera and

0:22:50.680 --> 0:22:54.080
<v Speaker 1>that video feed gets turned into these little shocks on

0:22:54.119 --> 0:22:56.880
<v Speaker 1>your tongue. It feels like pop rocks in your mouth.

0:22:57.200 --> 0:22:59.920
<v Speaker 1>And blind people can get so good at using this

0:23:00.080 --> 0:23:03.240
<v Speaker 1>that they can throw a ball into a basket where

0:23:03.280 --> 0:23:07.040
<v Speaker 1>they can navigate a complex obstacle. Course they can come

0:23:07.080 --> 0:23:12.760
<v Speaker 1>to see through their tongue. Now that sounds completely insane, right,

0:23:13.040 --> 0:23:18.119
<v Speaker 1>but remember all vision, ever is, are these electrical signals

0:23:18.160 --> 0:23:21.560
<v Speaker 1>coursing around in your brain. Your brain doesn't know where

0:23:21.560 --> 0:23:25.959
<v Speaker 1>the signals come from, it just figures out what to

0:23:26.040 --> 0:23:29.280
<v Speaker 1>do with them. So my laboratory set out some years

0:23:29.320 --> 0:23:34.320
<v Speaker 1>ago to solve sensory substitution for people who are deaf,

0:23:34.960 --> 0:23:37.120
<v Speaker 1>and we wanted to make it so that the sound

0:23:37.200 --> 0:23:39.600
<v Speaker 1>from the world gets converted in some ways so that

0:23:39.680 --> 0:23:43.480
<v Speaker 1>a deaf person can understand what is being said. So

0:23:43.560 --> 0:23:48.000
<v Speaker 1>with my graduate student, Scott Novic, we built a vest.

0:23:48.240 --> 0:23:50.320
<v Speaker 1>Now this is not a normal vest. This is a

0:23:50.440 --> 0:23:53.760
<v Speaker 1>vest that zips up tight around the torso and it

0:23:53.800 --> 0:23:58.280
<v Speaker 1>has thirty two little motors on it. And these are

0:23:58.520 --> 0:24:01.480
<v Speaker 1>vibratory motors like the buzzer on your cell phone, but

0:24:01.680 --> 0:24:05.520
<v Speaker 1>thirty two of them, and they're distributed pretty evenly around

0:24:05.560 --> 0:24:09.000
<v Speaker 1>your waist in your back, and each motor represents a

0:24:09.080 --> 0:24:14.359
<v Speaker 1>different frequency of sound from low to high. And by

0:24:14.440 --> 0:24:17.440
<v Speaker 1>breaking up sound in this way, this is the same

0:24:17.480 --> 0:24:20.280
<v Speaker 1>thing that your inner ear does a part of your

0:24:20.280 --> 0:24:25.119
<v Speaker 1>interear called the cochlea, So we have essentially transferred the

0:24:25.200 --> 0:24:29.720
<v Speaker 1>cochlea to the torso, so it captures sound and turns

0:24:29.720 --> 0:24:33.000
<v Speaker 1>that into these patterns vibration. So some years ago we

0:24:33.040 --> 0:24:36.280
<v Speaker 1>started to test this in conjunction with the deaf community.

0:24:36.720 --> 0:24:39.760
<v Speaker 1>Our first participant was a guy named Jonathan. He was

0:24:39.800 --> 0:24:42.680
<v Speaker 1>thirty seven years old. He had a master's degree, and

0:24:42.720 --> 0:24:46.639
<v Speaker 1>he had been born profoundly deaf, which means there was

0:24:46.680 --> 0:24:49.880
<v Speaker 1>a part of his umvelt that was unavailable to him.

0:24:50.359 --> 0:24:53.479
<v Speaker 1>So we had Jonathan wear the vest and train with

0:24:53.520 --> 0:24:56.640
<v Speaker 1>it for four days, two hours a day, and by

0:24:56.680 --> 0:25:00.280
<v Speaker 1>the fifth day he was pretty good at identifying the

0:25:00.320 --> 0:25:03.120
<v Speaker 1>words that were being said to him. So you say

0:25:03.160 --> 0:25:06.960
<v Speaker 1>the word dog, and Jonathan feels a pattern of vibrations

0:25:06.960 --> 0:25:09.480
<v Speaker 1>all over the vest, and his job is simply to

0:25:09.640 --> 0:25:12.879
<v Speaker 1>write on the dry erase board what he thinks the

0:25:12.920 --> 0:25:15.359
<v Speaker 1>word might have been, and by day five, he could

0:25:15.359 --> 0:25:18.280
<v Speaker 1>get this mostly right. Now. We had trained him on

0:25:18.320 --> 0:25:21.399
<v Speaker 1>a limited number of words, what's called a closed set,

0:25:21.880 --> 0:25:24.119
<v Speaker 1>but when we switched to a new set of words,

0:25:24.160 --> 0:25:26.720
<v Speaker 1>once he had never heard before, he was able to

0:25:26.800 --> 0:25:29.760
<v Speaker 1>perform well above chance. And he learned more and more

0:25:29.840 --> 0:25:32.840
<v Speaker 1>quickly with every new set. And this suggested he wasn't

0:25:32.920 --> 0:25:38.199
<v Speaker 1>just memorizing some answers. He was actually learning how to

0:25:38.560 --> 0:25:42.959
<v Speaker 1>hear with the vest. He was translating the complicated pattern

0:25:43.000 --> 0:25:49.040
<v Speaker 1>of vibrations into an understanding of what was being said. Now,

0:25:49.080 --> 0:25:52.800
<v Speaker 1>he wasn't doing this consciously, because the patterns are too

0:25:52.960 --> 0:25:57.080
<v Speaker 1>complicated for that, but his brain was unlocking the meaning

0:25:57.119 --> 0:26:00.000
<v Speaker 1>of this. And by the way, this is just like you.

0:26:00.000 --> 0:26:04.240
<v Speaker 1>So listening to this podcast, you're not thinking, oh, Eagelman

0:26:04.359 --> 0:26:06.560
<v Speaker 1>is saying some high frequencies and now some low and

0:26:06.640 --> 0:26:10.760
<v Speaker 1>some medium, so that must be a s sound. Instead,

0:26:10.880 --> 0:26:14.560
<v Speaker 1>You've just practiced hearing your whole life, and eventually you

0:26:14.640 --> 0:26:17.399
<v Speaker 1>become pretty good at using your ears and your brain.

0:26:17.760 --> 0:26:19.639
<v Speaker 1>But when you were born, you didn't know how to

0:26:19.720 --> 0:26:23.680
<v Speaker 1>use your ears, but your brain looked for correlations, things

0:26:23.720 --> 0:26:27.120
<v Speaker 1>that went together. So you would watch your mother's mouth

0:26:27.280 --> 0:26:30.879
<v Speaker 1>moving and you get spikes coming down your auditory nerve,

0:26:31.160 --> 0:26:33.800
<v Speaker 1>and you figure out that those go together. Or as

0:26:33.840 --> 0:26:36.560
<v Speaker 1>a baby, you clap your hands and you get a

0:26:36.560 --> 0:26:39.800
<v Speaker 1>different pattern of spikes coming down your auditory nerve. Or

0:26:39.920 --> 0:26:42.560
<v Speaker 1>you bang on the bars of your cage, or you

0:26:42.640 --> 0:26:46.200
<v Speaker 1>babble with your mouth, and these all correlate with particular

0:26:46.320 --> 0:26:51.040
<v Speaker 1>patterns coming in along this nerve, and eventually these patterns

0:26:51.119 --> 0:26:55.720
<v Speaker 1>become what philosophers call a qualia, which is a private,

0:26:55.800 --> 0:27:00.200
<v Speaker 1>subjective experience of hearing. You don't have to think about

0:27:00.240 --> 0:27:03.920
<v Speaker 1>what all the spikes mean. They just get translated into

0:27:04.000 --> 0:27:08.600
<v Speaker 1>a direct perceptual experience. Okay, so back to the vest.

0:27:08.760 --> 0:27:12.399
<v Speaker 1>So we tested the vest with lots of participants in

0:27:12.440 --> 0:27:14.800
<v Speaker 1>the deaf community, and in fact, we even built a

0:27:14.920 --> 0:27:17.800
<v Speaker 1>miniature vest because it turned out that one of the

0:27:17.840 --> 0:27:21.080
<v Speaker 1>people we were working with had a daughter who was

0:27:21.119 --> 0:27:25.520
<v Speaker 1>born deaf and blind. So we made this little miniature

0:27:25.600 --> 0:27:28.040
<v Speaker 1>vest for her and it picked up on the sounds

0:27:28.080 --> 0:27:31.080
<v Speaker 1>of the world and translated this into patterns of vibration

0:27:31.280 --> 0:27:34.280
<v Speaker 1>on her skin. And so her grandmother took her around

0:27:34.320 --> 0:27:37.119
<v Speaker 1>the lab and touched her feet on things and said,

0:27:37.400 --> 0:27:40.400
<v Speaker 1>this is hard, this is soft, this is going up,

0:27:40.520 --> 0:27:43.320
<v Speaker 1>this is going down, and so on, and this allowed

0:27:43.359 --> 0:27:46.879
<v Speaker 1>the little girl to tap into a larger part of

0:27:46.920 --> 0:27:50.800
<v Speaker 1>her umveldt. Then we made a smaller version of the vest,

0:27:50.840 --> 0:27:53.639
<v Speaker 1>just a chest strap, and we began testing that with

0:27:53.680 --> 0:27:57.199
<v Speaker 1>some other children. But eventually we were able to shrink

0:27:57.240 --> 0:28:01.280
<v Speaker 1>the whole system down to a wristband, and that opens

0:28:01.359 --> 0:28:05.040
<v Speaker 1>up the technology for a much larger population, and we

0:28:05.480 --> 0:28:08.520
<v Speaker 1>spun this off of the lab as a company called

0:28:08.800 --> 0:28:13.520
<v Speaker 1>Neo Sensory, and one of our first users was a

0:28:13.560 --> 0:28:16.639
<v Speaker 1>wonderful guy here in the San Francisco Bay area named

0:28:16.680 --> 0:28:20.639
<v Speaker 1>phil and we videoed him talking in sign language about

0:28:20.680 --> 0:28:23.480
<v Speaker 1>what the wristband meant to him. So I'm going to

0:28:23.520 --> 0:28:26.320
<v Speaker 1>quote him here as a translation from the sign language used.

0:28:26.600 --> 0:28:30.440
<v Speaker 1>He signed quote, it makes me feel a natural connection

0:28:30.600 --> 0:28:34.720
<v Speaker 1>with everyone around me. Sometimes I perceive wow. I can

0:28:34.800 --> 0:28:38.640
<v Speaker 1>tell what a sound feels like if someone calls my name,

0:28:39.080 --> 0:28:41.240
<v Speaker 1>or if there's some kind of noise nearby, or my

0:28:41.440 --> 0:28:45.600
<v Speaker 1>dog's barking, or even my wife calling me from far away. Philip,

0:28:46.120 --> 0:28:48.720
<v Speaker 1>I feel her call my name and I go to her.

0:28:49.200 --> 0:28:52.040
<v Speaker 1>So we tested lots of people who were deaf in

0:28:52.080 --> 0:28:54.959
<v Speaker 1>the Bay area, and people reported things to us like

0:28:55.400 --> 0:28:59.000
<v Speaker 1>I'm picking up on running water or birds or the

0:28:59.040 --> 0:29:01.800
<v Speaker 1>oven timer. And when wearing it at work, I had

0:29:01.840 --> 0:29:04.320
<v Speaker 1>a really good experience, like when people were talking in

0:29:04.360 --> 0:29:07.200
<v Speaker 1>the room, I could feel what they were saying and

0:29:07.240 --> 0:29:09.960
<v Speaker 1>it helped me lip read better. And as a quick

0:29:10.000 --> 0:29:13.880
<v Speaker 1>side note, we went to interview lots of people who

0:29:13.880 --> 0:29:16.840
<v Speaker 1>are deaf, and I came to understand that lots of

0:29:16.880 --> 0:29:21.040
<v Speaker 1>deaf people live in nice apartments in one particular location,

0:29:21.400 --> 0:29:24.400
<v Speaker 1>which is right next to the railroad track, because the

0:29:24.440 --> 0:29:28.280
<v Speaker 1>sound of the howling trains passing by doesn't register with

0:29:28.320 --> 0:29:32.040
<v Speaker 1>them and bother them, so they can live comfortably in

0:29:32.080 --> 0:29:35.600
<v Speaker 1>a steeply discounted apartment that's perfectly nice. But people who

0:29:35.680 --> 0:29:38.760
<v Speaker 1>are hearing don't want that apartment. Anyway, back to the story,

0:29:39.440 --> 0:29:42.480
<v Speaker 1>users started telling us that they were picking up on

0:29:42.600 --> 0:29:46.840
<v Speaker 1>things that they didn't even know existed, like that microwaves beeped,

0:29:47.040 --> 0:29:50.080
<v Speaker 1>or that their car blinker made a clicking sound, or

0:29:50.080 --> 0:29:53.880
<v Speaker 1>that if they accidentally left the air blower on at work,

0:29:53.960 --> 0:29:56.560
<v Speaker 1>that it was making a noise, or for that matter,

0:29:56.680 --> 0:30:00.600
<v Speaker 1>the loudness of toilets flushing, or the they had left

0:30:00.640 --> 0:30:03.479
<v Speaker 1>the sink running. And they started feeling things like the

0:30:03.600 --> 0:30:06.760
<v Speaker 1>laughter of their children on their skin. And they were

0:30:06.800 --> 0:30:10.640
<v Speaker 1>able to distinguish which child was talking and which of

0:30:10.680 --> 0:30:13.840
<v Speaker 1>their dogs was barking. And with time, people just get

0:30:13.920 --> 0:30:16.880
<v Speaker 1>better and better at picking up the sounds of the

0:30:16.920 --> 0:30:20.680
<v Speaker 1>world as patterns of vibration on their skin. And with

0:30:20.800 --> 0:30:23.320
<v Speaker 1>one of our users, I asked him, what was it

0:30:23.480 --> 0:30:26.200
<v Speaker 1>like when he hears the dog bark? Does he register? Oh,

0:30:26.200 --> 0:30:28.440
<v Speaker 1>there were just vibrations on my wrist, and so now

0:30:28.440 --> 0:30:30.320
<v Speaker 1>I have to translate that that must have been a

0:30:30.360 --> 0:30:34.760
<v Speaker 1>dog barking. And he said, no, I just hear the

0:30:34.920 --> 0:30:39.080
<v Speaker 1>dog barking out there, which sounds crazy, right, but remember

0:30:39.160 --> 0:30:41.920
<v Speaker 1>that's all that's going on with your ears. You hear

0:30:42.040 --> 0:30:46.520
<v Speaker 1>the sound out there even though it's actually happening in

0:30:47.160 --> 0:31:05.280
<v Speaker 1>here in your head. Now, after we were years into

0:31:05.280 --> 0:31:07.880
<v Speaker 1>this project, I began to discover that the idea of

0:31:08.040 --> 0:31:11.640
<v Speaker 1>converting touch to sound is not even new. I found

0:31:11.640 --> 0:31:16.040
<v Speaker 1>a paper from nineteen twenty three. There was a psychologist

0:31:16.040 --> 0:31:19.680
<v Speaker 1>at Northwestern University called Robert Galt, and he heard about

0:31:19.680 --> 0:31:23.760
<v Speaker 1>a deaf and blind ten year old girl who claimed

0:31:23.840 --> 0:31:28.120
<v Speaker 1>to be able to feel sound through her fingertips. So

0:31:28.200 --> 0:31:31.400
<v Speaker 1>he was skeptical, and so he ran an experiment. He

0:31:32.040 --> 0:31:34.840
<v Speaker 1>stopped up her ears and wrapped her head in a

0:31:34.840 --> 0:31:38.760
<v Speaker 1>woolen blanket, and he put her finger against the diaphragm

0:31:38.760 --> 0:31:43.160
<v Speaker 1>of a device which converted his voice signal into vibrations.

0:31:43.600 --> 0:31:46.360
<v Speaker 1>So Galt sat in a closet and spoke to her

0:31:46.440 --> 0:31:49.440
<v Speaker 1>through the device, and so her only chance to understand

0:31:49.480 --> 0:31:53.520
<v Speaker 1>what he was saying was from the vibrations on her fingertip.

0:31:53.880 --> 0:31:56.640
<v Speaker 1>And what he reported is that it worked. She was

0:31:56.720 --> 0:32:00.760
<v Speaker 1>able to tell what he was saying through her fingertips.

0:32:01.120 --> 0:32:04.440
<v Speaker 1>And in the early nineteen thirties, and educator at a

0:32:04.440 --> 0:32:08.600
<v Speaker 1>school in Massachusetts developed a technique for two deaf and

0:32:08.680 --> 0:32:12.840
<v Speaker 1>blind students. Being deaf, they needed a way to read

0:32:12.960 --> 0:32:16.200
<v Speaker 1>the lips of speakers, but they were blind as well,

0:32:16.400 --> 0:32:20.000
<v Speaker 1>so that couldn't work. So the technique consists of placing

0:32:20.040 --> 0:32:23.480
<v Speaker 1>a hand over the face and neck of the person

0:32:23.480 --> 0:32:27.360
<v Speaker 1>who is speaking, so the thumb rests lightly on the

0:32:27.400 --> 0:32:30.360
<v Speaker 1>lips and the fingers fan out to cover the neck

0:32:30.400 --> 0:32:32.960
<v Speaker 1>and cheek, and in this way they can feel the

0:32:33.000 --> 0:32:37.040
<v Speaker 1>lips moving and the vocal courts vibrating, and even the

0:32:37.080 --> 0:32:39.640
<v Speaker 1>air coming out of the nostrils. And by the way,

0:32:39.680 --> 0:32:43.640
<v Speaker 1>because these two original students were named Tad and Oma,

0:32:44.000 --> 0:32:48.400
<v Speaker 1>this technique is known as the Tadoma technique, and thousands

0:32:48.800 --> 0:32:52.040
<v Speaker 1>of deaf and blind children have been taught this method

0:32:52.080 --> 0:32:56.280
<v Speaker 1>and they can obtain proficiency understanding language almost to the

0:32:56.280 --> 0:32:59.360
<v Speaker 1>point of those with hearing. So the key thing to

0:32:59.440 --> 0:33:02.400
<v Speaker 1>note for our purposes is that all the information is

0:33:02.400 --> 0:33:05.800
<v Speaker 1>coming in through their sense of touch. And in the

0:33:05.880 --> 0:33:11.000
<v Speaker 1>nineteen seventies the death inventor Dmitri Konewski came up with

0:33:11.080 --> 0:33:16.400
<v Speaker 1>a two channel vibrotactile device, one of which captures the

0:33:16.440 --> 0:33:19.320
<v Speaker 1>low frequencies and the other the high frequencies, and these

0:33:19.360 --> 0:33:22.360
<v Speaker 1>two vibratory motors sit on the wrists. And in the

0:33:22.440 --> 0:33:25.240
<v Speaker 1>nineteen eighties some other people came up with things like

0:33:25.320 --> 0:33:29.800
<v Speaker 1>this too, which all demonstrated the power of sensory substitution.

0:33:30.360 --> 0:33:34.680
<v Speaker 1>The problem was that all these devices were too large,

0:33:34.720 --> 0:33:38.000
<v Speaker 1>and they typically just had one motor or two motors,

0:33:38.600 --> 0:33:41.600
<v Speaker 1>and they got too hot, and it was not practical

0:33:41.640 --> 0:33:44.200
<v Speaker 1>for people to wear these. It's only now that we're

0:33:44.200 --> 0:33:48.400
<v Speaker 1>able to capitalize on a whole constellation of tech advances

0:33:49.040 --> 0:33:52.120
<v Speaker 1>to run this in a wristband in real time. And

0:33:52.160 --> 0:33:55.120
<v Speaker 1>so I'm really happy to say that the neosensory wrist

0:33:55.160 --> 0:33:58.720
<v Speaker 1>band is now on risks all over the world. And

0:33:58.760 --> 0:34:01.960
<v Speaker 1>what's cool is that this technology is a game changer

0:34:02.240 --> 0:34:06.600
<v Speaker 1>because the only other solution for deafness is a cochlear implant,

0:34:06.720 --> 0:34:09.840
<v Speaker 1>and that's something that requires about one hundred thousand dollars

0:34:09.880 --> 0:34:13.040
<v Speaker 1>and an invasive surgery. But the riskband we can build

0:34:13.120 --> 0:34:17.160
<v Speaker 1>for one hundred times cheaper, and that opens up the

0:34:17.200 --> 0:34:20.600
<v Speaker 1>technology globally, even for the poorest countries in the world.

0:34:20.920 --> 0:34:22.799
<v Speaker 1>And that's one of the reasons we've been able to

0:34:22.840 --> 0:34:26.919
<v Speaker 1>get this into underfunded schools for the deaf all over

0:34:26.960 --> 0:34:30.560
<v Speaker 1>the globe, and we've had many wonderful philanthropists help us

0:34:30.600 --> 0:34:34.440
<v Speaker 1>do that because this is such a different scale of

0:34:34.600 --> 0:34:40.080
<v Speaker 1>solution that's simple and inexpensive and takes advantage of a

0:34:40.320 --> 0:34:44.640
<v Speaker 1>very strange principle of the brain sensory substitution. And we've

0:34:44.760 --> 0:34:47.920
<v Speaker 1>just released something else that's having real impact. It's a

0:34:48.000 --> 0:34:50.279
<v Speaker 1>version of the same idea, but it's not for people

0:34:50.320 --> 0:34:54.360
<v Speaker 1>who are deaf, but instead people who are having normal

0:34:54.840 --> 0:34:59.160
<v Speaker 1>age related hearing loss, which almost always happens in the

0:34:59.320 --> 0:35:02.120
<v Speaker 1>high freaquent and c which is why people who are

0:35:02.120 --> 0:35:05.880
<v Speaker 1>getting older and losing hearing start having a harder time

0:35:06.080 --> 0:35:09.160
<v Speaker 1>understanding women and children because their voices tend to be

0:35:09.200 --> 0:35:12.600
<v Speaker 1>at a higher frequency. So we develop cutting edge machine

0:35:12.640 --> 0:35:15.360
<v Speaker 1>learning that sits on the wristband and listens in real

0:35:15.440 --> 0:35:19.400
<v Speaker 1>time just for the high frequency parts of speech. So

0:35:19.560 --> 0:35:22.520
<v Speaker 1>for example, it just listens for an S or a

0:35:22.680 --> 0:35:25.960
<v Speaker 1>Z or a B or a K, and the wristband

0:35:26.080 --> 0:35:29.279
<v Speaker 1>signals in different ways each time it hears one of

0:35:29.320 --> 0:35:32.399
<v Speaker 1>those speech sounds. And so the key is when you're

0:35:32.440 --> 0:35:36.040
<v Speaker 1>losing your high frequency hearing, your ears are still doing

0:35:36.120 --> 0:35:38.800
<v Speaker 1>fine at the medium and low frequencies. Those are getting

0:35:38.840 --> 0:35:42.399
<v Speaker 1>to the brain. The risk band is just clarifying what's

0:35:42.440 --> 0:35:46.520
<v Speaker 1>happening at the high frequencies, and your brain learns to

0:35:46.800 --> 0:35:50.840
<v Speaker 1>fuse these signals from your ear and from your skin,

0:35:51.320 --> 0:35:54.560
<v Speaker 1>so it puts together what it heard from the ear

0:35:54.600 --> 0:35:56.759
<v Speaker 1>with what it's getting through the wristband, and after a

0:35:56.840 --> 0:36:02.279
<v Speaker 1>few weeks people develop much clear were hearing. And as

0:36:02.320 --> 0:36:05.480
<v Speaker 1>an interesting side note, people don't always notice that they're

0:36:05.520 --> 0:36:08.040
<v Speaker 1>getting better, but everyone around them does, and if they

0:36:08.040 --> 0:36:11.120
<v Speaker 1>forget to put on the wristband, they get yelled at.

0:36:11.600 --> 0:36:14.960
<v Speaker 1>So that's an example of pushing some information into the

0:36:15.000 --> 0:36:18.640
<v Speaker 1>brain via an unusual channel while most of the information

0:36:18.760 --> 0:36:20.920
<v Speaker 1>is coming in the normal way. And I'll also tell

0:36:20.960 --> 0:36:23.040
<v Speaker 1>you something else amazing that we found, which is that

0:36:23.640 --> 0:36:27.960
<v Speaker 1>the wristband works incredibly well for reducing tonitis, which is

0:36:28.239 --> 0:36:31.640
<v Speaker 1>ringing in the ears. So a couple of research labs

0:36:31.680 --> 0:36:35.640
<v Speaker 1>had previously shown that tonitis can be reduced from something

0:36:35.719 --> 0:36:39.680
<v Speaker 1>called bi modal stimulation, which just means that you have

0:36:40.160 --> 0:36:43.600
<v Speaker 1>sounds and you have touch that are synchronized. So that's

0:36:43.719 --> 0:36:47.359
<v Speaker 1>two modes or by modal. Now, the previous research had

0:36:47.400 --> 0:36:52.480
<v Speaker 1>done this by combining tones beppep with shocks on the tongues,

0:36:52.960 --> 0:36:56.520
<v Speaker 1>and that worked to drive down the ringing in the ears.

0:36:56.680 --> 0:36:58.759
<v Speaker 1>So we did the same thing with the wristband and

0:36:58.800 --> 0:37:01.880
<v Speaker 1>it works the same. We've published our data on this

0:37:02.080 --> 0:37:08.359
<v Speaker 1>that people with tonightis get clinically significant improvement. Now, why

0:37:08.440 --> 0:37:12.920
<v Speaker 1>does something like that work. There are some sophisticated arguments

0:37:12.960 --> 0:37:15.120
<v Speaker 1>and debates about why this works, but I think this

0:37:15.320 --> 0:37:18.480
<v Speaker 1>simple explanation is that we're just teaching the brain what

0:37:18.840 --> 0:37:23.799
<v Speaker 1>is a real external sound, because those get confirmation on

0:37:23.840 --> 0:37:26.680
<v Speaker 1>the wristband when you hear boo boo boo boop you're feeling,

0:37:27.880 --> 0:37:33.760
<v Speaker 1>But the tonitis, the internal gets no verification on the wrist,

0:37:34.080 --> 0:37:37.920
<v Speaker 1>and so the brain figures out that's fake. News and

0:37:37.960 --> 0:37:41.400
<v Speaker 1>it drives it down. Now, we're doing all kinds of

0:37:41.520 --> 0:37:46.600
<v Speaker 1>other experiments using the wristband for sensory substitution. So, for example,

0:37:46.640 --> 0:37:50.000
<v Speaker 1>we've begun to study this as a device for balance.

0:37:50.520 --> 0:37:53.400
<v Speaker 1>So there are many people who have problems with balance

0:37:53.800 --> 0:37:56.480
<v Speaker 1>because of their inner ear. They don't realize when their

0:37:56.520 --> 0:37:59.480
<v Speaker 1>body is tilting. So in our experiments, they wear the

0:37:59.560 --> 0:38:02.480
<v Speaker 1>risk band and they also wear a small collar clip,

0:38:02.719 --> 0:38:05.560
<v Speaker 1>and the collar clip has a motion detector and a

0:38:05.680 --> 0:38:09.680
<v Speaker 1>gyroscope in it, and it can detect your orientation whether

0:38:09.719 --> 0:38:12.320
<v Speaker 1>you're standing straight or you're tilting one way or another,

0:38:12.680 --> 0:38:15.279
<v Speaker 1>and it just sends that information to the wristband, so

0:38:15.320 --> 0:38:18.279
<v Speaker 1>you become aware if you're tilting and you know in

0:38:18.320 --> 0:38:21.080
<v Speaker 1>which direction. So it goes BIZ when you tilt and

0:38:21.120 --> 0:38:23.440
<v Speaker 1>BZ when you turn the other way. And this is

0:38:23.480 --> 0:38:26.680
<v Speaker 1>simply taking what your inner ear would normally do, and

0:38:26.719 --> 0:38:29.680
<v Speaker 1>if there's something wrong with it, it's just sending it

0:38:29.680 --> 0:38:33.920
<v Speaker 1>in through a different channel. And beyond deafness and balance,

0:38:34.000 --> 0:38:37.960
<v Speaker 1>we're doing other things like working with prosthetics. So when

0:38:38.000 --> 0:38:41.879
<v Speaker 1>somebody gets an amputation, they get an artificial leg prosthetic.

0:38:42.400 --> 0:38:44.880
<v Speaker 1>And what we did is we put sensors on the

0:38:45.000 --> 0:38:49.520
<v Speaker 1>leg so that you can feel the information on the wristband.

0:38:49.600 --> 0:38:52.680
<v Speaker 1>So we're taking an artificial limb and by putting angle

0:38:52.760 --> 0:38:57.360
<v Speaker 1>and pressure sensors on it, we are restoring the sensory

0:38:57.480 --> 0:39:01.160
<v Speaker 1>input that you would have from it through wrist and

0:39:01.200 --> 0:39:04.440
<v Speaker 1>that allows patients to learn much more quickly how to

0:39:04.600 --> 0:39:10.680
<v Speaker 1>walk with their new prosthetic limb. Now, beyond sensory substitution,

0:39:11.640 --> 0:39:14.880
<v Speaker 1>how can we use a technology like this to add

0:39:14.960 --> 0:39:18.800
<v Speaker 1>a completely new kind of sense to actually expand the

0:39:18.880 --> 0:39:23.319
<v Speaker 1>human umvelt? For example, could we feed real time data

0:39:23.360 --> 0:39:27.320
<v Speaker 1>from the internet directly into somebody and could they develop

0:39:27.480 --> 0:39:31.920
<v Speaker 1>a direct perceptual experience. So some years ago we did

0:39:31.920 --> 0:39:36.359
<v Speaker 1>an experiment in the lab where a participant feels a

0:39:36.400 --> 0:39:40.399
<v Speaker 1>real time streaming feed from the net of data for

0:39:40.480 --> 0:39:44.040
<v Speaker 1>five seconds, and then he's holding a tablet and two

0:39:44.120 --> 0:39:46.480
<v Speaker 1>buttons appear and he has to make a choice. He

0:39:46.480 --> 0:39:48.720
<v Speaker 1>doesn't know what's going on, but he makes his choice

0:39:49.080 --> 0:39:53.320
<v Speaker 1>and then gets feedback after a second and a half. Now,

0:39:53.360 --> 0:39:56.200
<v Speaker 1>here's the thing. The subject has no idea what all

0:39:56.239 --> 0:39:58.799
<v Speaker 1>these patterns mean, but we're seeing if he can get

0:39:58.920 --> 0:40:02.879
<v Speaker 1>better at figure out which button to press. And he

0:40:02.920 --> 0:40:05.920
<v Speaker 1>doesn't know that what we're feeding is real time data

0:40:06.239 --> 0:40:10.040
<v Speaker 1>from the stock market, and he's making buy and sell decisions,

0:40:10.320 --> 0:40:13.080
<v Speaker 1>and the feedback is telling him whether he did the

0:40:13.160 --> 0:40:15.560
<v Speaker 1>right thing or not. And what we're seeing is can

0:40:15.600 --> 0:40:19.120
<v Speaker 1>we expand the human umvelt so that he comes to

0:40:19.160 --> 0:40:23.880
<v Speaker 1>have a direct perceptual experience of the economic movements of

0:40:23.920 --> 0:40:28.520
<v Speaker 1>the planet. Here's another experiment which I showed it teds

0:40:28.520 --> 0:40:31.520
<v Speaker 1>some years ago in a talk. We scrape the web

0:40:31.560 --> 0:40:35.839
<v Speaker 1>for any hashtag and we do an automated sentiment analysis,

0:40:35.880 --> 0:40:39.320
<v Speaker 1>which means are people using positive words or negative words

0:40:39.400 --> 0:40:42.080
<v Speaker 1>or neutral and we feed that into the vest or

0:40:42.080 --> 0:40:46.080
<v Speaker 1>the wristband. And this allows a person to feel what's

0:40:46.160 --> 0:40:49.839
<v Speaker 1>going on in the community of millions of people and

0:40:49.920 --> 0:40:54.239
<v Speaker 1>to be plugged into the aggregate emotion of giant crowds

0:40:54.280 --> 0:40:57.640
<v Speaker 1>all at the same time. And that's a new kind

0:40:57.640 --> 0:41:01.360
<v Speaker 1>of human experience because you can you can't know normally

0:41:01.440 --> 0:41:05.560
<v Speaker 1>how a population is feeling. It's a bigger experience than

0:41:05.560 --> 0:41:08.720
<v Speaker 1>a human can normally have. And we're working on feeling

0:41:09.239 --> 0:41:12.600
<v Speaker 1>signals that exist out there but are normally invisible to you.

0:41:13.200 --> 0:41:15.880
<v Speaker 1>So imagine that instead of a police officer having to

0:41:15.920 --> 0:41:21.560
<v Speaker 1>have a drug dog, they could instead feel the odors

0:41:21.640 --> 0:41:25.319
<v Speaker 1>around them that they normally couldn't. So imagine building an

0:41:25.440 --> 0:41:29.520
<v Speaker 1>array of molecular detectors and instead of needing the dog

0:41:29.560 --> 0:41:33.239
<v Speaker 1>with its huge snout, they can just directly experience that

0:41:33.400 --> 0:41:37.920
<v Speaker 1>level of smell themselves through vibrations on the skin. And

0:41:38.000 --> 0:41:42.239
<v Speaker 1>we're doing things with robotic surgery. So normally, when a

0:41:42.320 --> 0:41:44.919
<v Speaker 1>surgeon is doing a robotic surgery, they have to keep

0:41:44.960 --> 0:41:47.480
<v Speaker 1>looking up at the monitors to understand what's going on

0:41:47.480 --> 0:41:50.920
<v Speaker 1>with the patient. But imagine being able to simply feel

0:41:51.040 --> 0:41:53.880
<v Speaker 1>the data from the patient, the heart rate and the

0:41:53.920 --> 0:41:57.960
<v Speaker 1>breathing and so on, simply feeling it as you're going

0:41:58.320 --> 0:42:01.480
<v Speaker 1>and not needing to keep looking at the monitors. Another

0:42:01.520 --> 0:42:03.879
<v Speaker 1>thing we've been working on for a while is expanding

0:42:03.920 --> 0:42:08.040
<v Speaker 1>the umvelt of drone pilots. So in this case, we

0:42:08.120 --> 0:42:12.800
<v Speaker 1>have the vest streaming nine different measures from a quad copter,

0:42:13.239 --> 0:42:16.600
<v Speaker 1>so the pitch and yaw and roll and orientation and heading,

0:42:16.920 --> 0:42:21.240
<v Speaker 1>and that improves the pilot's ability to fly it because

0:42:21.280 --> 0:42:25.040
<v Speaker 1>it's essentially like the drone pilot is extending his skin

0:42:25.280 --> 0:42:29.359
<v Speaker 1>up there onto the drone far away. He's becoming one

0:42:29.920 --> 0:42:33.040
<v Speaker 1>with the drone. He can learn how to fly it better.

0:42:33.120 --> 0:42:36.319
<v Speaker 1>In the fog or in the darkness, because essentially he

0:42:36.400 --> 0:42:40.120
<v Speaker 1>is becoming one with the drone. Or something that's related

0:42:40.160 --> 0:42:44.239
<v Speaker 1>to this is imagine taking a modern airplane cockpit which

0:42:44.280 --> 0:42:47.400
<v Speaker 1>is full of gages and instead of trying to read

0:42:47.480 --> 0:42:50.799
<v Speaker 1>the whole thing, you just feel it. Because we live

0:42:50.840 --> 0:42:53.680
<v Speaker 1>in a world of information now and there's a difference

0:42:53.800 --> 0:42:59.319
<v Speaker 1>between accessing big data and experiencing it. And we're also

0:42:59.440 --> 0:43:03.840
<v Speaker 1>exploring to expand your body to a different location. So

0:43:04.440 --> 0:43:09.160
<v Speaker 1>imagine that you feel everything that a robot feels. So

0:43:09.200 --> 0:43:12.680
<v Speaker 1>you send an avatar robot on a rescue mission into

0:43:12.760 --> 0:43:16.160
<v Speaker 1>a place that's very dangerous, like after an earthquake, with

0:43:16.200 --> 0:43:19.799
<v Speaker 1>collapsed buildings and dangerous chemicals, and you feel what the

0:43:19.840 --> 0:43:23.600
<v Speaker 1>avatar robot is feeling. So you can close the feedback

0:43:23.680 --> 0:43:28.280
<v Speaker 1>loop between action and perception. And we're interested in using

0:43:28.320 --> 0:43:32.360
<v Speaker 1>this for the military to reduce friendly fire, which is

0:43:32.360 --> 0:43:35.000
<v Speaker 1>when a person gets killed just because one of their

0:43:35.040 --> 0:43:38.080
<v Speaker 1>colleagues makes a mistake and shoots them. So with our

0:43:38.239 --> 0:43:43.239
<v Speaker 1>chest strap and some encrypted position information, you can tell

0:43:43.280 --> 0:43:47.040
<v Speaker 1>where your friendlies are in any moment because you're feeling them.

0:43:47.080 --> 0:43:50.360
<v Speaker 1>You know their location right on your body, like Fred

0:43:50.480 --> 0:43:52.600
<v Speaker 1>is off to my left because I can feel a

0:43:52.640 --> 0:43:55.160
<v Speaker 1>slight vibration, but now he's getting closer to me, so

0:43:55.200 --> 0:43:57.799
<v Speaker 1>the vibration gets more intense. And now I know that

0:43:57.840 --> 0:44:00.600
<v Speaker 1>Steve is behind the wall over there because I can

0:44:00.680 --> 0:44:03.919
<v Speaker 1>feel him moving around even though I can't see him,

0:44:04.239 --> 0:44:07.319
<v Speaker 1>and Tom is behind me back there. You don't have

0:44:07.400 --> 0:44:11.640
<v Speaker 1>to rely on vision because you're feeling where everyone is.

0:44:12.880 --> 0:44:16.120
<v Speaker 1>So with one of our engineers, Mike Perata, we built

0:44:16.160 --> 0:44:20.160
<v Speaker 1>a version of this and we demonstrated it by turning

0:44:20.200 --> 0:44:23.400
<v Speaker 1>to fiction. We had our vest make a cameo on

0:44:23.520 --> 0:44:28.360
<v Speaker 1>the show Westworld. So if you saw season two, episode seven,

0:44:28.880 --> 0:44:34.560
<v Speaker 1>the storyline is that private military contractors drop into Westworld

0:44:34.600 --> 0:44:38.439
<v Speaker 1>to take care of these out of control robots called

0:44:38.440 --> 0:44:40.719
<v Speaker 1>the Hosts. And we set this up so that the

0:44:40.760 --> 0:44:44.960
<v Speaker 1>military contractors in the show are wearing our vests that

0:44:45.080 --> 0:44:49.239
<v Speaker 1>let them feel the location of the Hosts on their bodies,

0:44:49.560 --> 0:44:52.880
<v Speaker 1>and that's how they know exactly how to target them.

0:44:53.200 --> 0:44:55.680
<v Speaker 1>So as they're moving around, they can feel, oh, there's

0:44:55.680 --> 0:44:57.960
<v Speaker 1>a robot over there, and there's a robot on the

0:44:58.000 --> 0:45:00.120
<v Speaker 1>other side of that thing, and there's a robot the

0:45:00.200 --> 0:45:04.279
<v Speaker 1>dark over there, and they can aim at them appropriately. Now,

0:45:04.320 --> 0:45:07.560
<v Speaker 1>as it turns out, all the military contractors eventually get killed,

0:45:07.960 --> 0:45:10.359
<v Speaker 1>so the vest is not necessarily going to save your

0:45:10.360 --> 0:45:13.440
<v Speaker 1>life if things really hit the fan with robot consciousness,

0:45:13.440 --> 0:45:16.480
<v Speaker 1>but that's a different episode, and we've used this same

0:45:16.640 --> 0:45:21.040
<v Speaker 1>concept for people who are blind. We set this up

0:45:21.080 --> 0:45:24.080
<v Speaker 1>in collaboration with some colleagues at Google who have light

0:45:24.239 --> 0:45:27.400
<v Speaker 1>ar in their offices. Light ar is like sonar, but

0:45:27.440 --> 0:45:29.759
<v Speaker 1>with light and so with light ar you can know

0:45:29.800 --> 0:45:34.200
<v Speaker 1>the location of everything and everybody moving around in the offices,

0:45:34.719 --> 0:45:37.760
<v Speaker 1>and we tapped into that data stream and we brought

0:45:37.800 --> 0:45:42.480
<v Speaker 1>in blind participants and they could feel where everyone was.

0:45:42.560 --> 0:45:44.320
<v Speaker 1>So if there's someone on your right, you feel a

0:45:44.400 --> 0:45:46.279
<v Speaker 1>vibration on your right, and as they get closer, it

0:45:46.280 --> 0:45:48.400
<v Speaker 1>gets more intense than as they go away it gets

0:45:48.680 --> 0:45:51.400
<v Speaker 1>less intense, and you can feel them moving around you

0:45:51.480 --> 0:45:54.680
<v Speaker 1>and you can even feel when they're walking around behind you,

0:45:55.200 --> 0:45:59.239
<v Speaker 1>which is better than sighted vision. And on top of that,

0:45:59.320 --> 0:46:03.719
<v Speaker 1>we also added navigation. So our participants had never been

0:46:03.760 --> 0:46:07.120
<v Speaker 1>to these offices before, but we type into the system

0:46:07.680 --> 0:46:11.160
<v Speaker 1>a particular conference room to go to, and the person

0:46:11.200 --> 0:46:14.040
<v Speaker 1>then feels on their vest a buzzing on the front,

0:46:14.280 --> 0:46:16.200
<v Speaker 1>so they walk straight and then they feel a buzz

0:46:16.239 --> 0:46:18.799
<v Speaker 1>on their left, and they turn left and then they

0:46:18.800 --> 0:46:21.680
<v Speaker 1>feel a diagonal buzz and they know that the conference

0:46:21.760 --> 0:46:24.440
<v Speaker 1>room is diagonally over there, and they were able to

0:46:24.560 --> 0:46:29.000
<v Speaker 1>navigate this way on top of feeling who is around them,

0:46:29.680 --> 0:46:32.520
<v Speaker 1>and so in this way, they're not getting real vision,

0:46:32.600 --> 0:46:36.640
<v Speaker 1>but they're getting a lot of incredibly important information in

0:46:36.680 --> 0:46:40.640
<v Speaker 1>a very simple way. And there's really no end to

0:46:40.719 --> 0:46:46.040
<v Speaker 1>the possibilities on the horizon with sensory substitution and sensory expansion.

0:46:46.400 --> 0:46:50.040
<v Speaker 1>One experiment we did involves using these smart watches that

0:46:50.120 --> 0:46:53.279
<v Speaker 1>can measure things like your heart rate and hurried variability

0:46:53.320 --> 0:46:57.000
<v Speaker 1>in galvanic skin response, and so we tapped into the

0:46:57.080 --> 0:47:00.600
<v Speaker 1>API for that and we put the data on the internet,

0:47:00.800 --> 0:47:04.040
<v Speaker 1>and then you feel that on the wristband, so you

0:47:04.080 --> 0:47:07.719
<v Speaker 1>can feel these normally invisible states of your body. But

0:47:07.800 --> 0:47:11.120
<v Speaker 1>the interesting part is when you take the watch off

0:47:11.239 --> 0:47:13.600
<v Speaker 1>and give it to someone else, let's say your spouse,

0:47:13.760 --> 0:47:18.360
<v Speaker 1>so that now you are feeling the physiologic responses of

0:47:18.440 --> 0:47:23.759
<v Speaker 1>another person. You're tapped into their internal signals. Now, I

0:47:23.760 --> 0:47:26.160
<v Speaker 1>have no idea if this is good or bad for marriages,

0:47:26.239 --> 0:47:29.560
<v Speaker 1>but this is an experiment we're trying because humans are

0:47:29.600 --> 0:47:32.279
<v Speaker 1>at a point now where we can open up new

0:47:32.400 --> 0:47:35.360
<v Speaker 1>folds in the possibility space. There are things we can

0:47:35.680 --> 0:47:39.680
<v Speaker 1>experiment with to have new kinds of senses and bodies,

0:47:40.040 --> 0:47:43.160
<v Speaker 1>and we can feel things like not only other people's physiology,

0:47:43.280 --> 0:47:48.960
<v Speaker 1>but things like entire factories or traffic patterns. In general,

0:47:49.400 --> 0:47:52.920
<v Speaker 1>what this gives us is a new approach to data.

0:47:53.000 --> 0:47:57.040
<v Speaker 1>Our visual systems are fundamentally really good at blobs and

0:47:57.200 --> 0:48:00.200
<v Speaker 1>edges and motion, but they're limited in what they can

0:48:00.200 --> 0:48:02.440
<v Speaker 1>attend to. They can only do one thing at a time,

0:48:02.840 --> 0:48:05.920
<v Speaker 1>and that's not very good for high dimensional data. But

0:48:06.000 --> 0:48:09.200
<v Speaker 1>your body is very good at multidimensional data, which is

0:48:09.200 --> 0:48:12.000
<v Speaker 1>why you can balance on one leg and you're getting

0:48:12.080 --> 0:48:15.000
<v Speaker 1>feedback from all these different muscle groups. You're taking in

0:48:15.120 --> 0:48:18.240
<v Speaker 1>high dimensional data and dealing with it all at once

0:48:19.200 --> 0:48:22.319
<v Speaker 1>and with the right sorts of data compression. I think

0:48:22.360 --> 0:48:26.319
<v Speaker 1>there's no limits to the kind of data that we

0:48:26.360 --> 0:48:30.240
<v Speaker 1>can take in. We have about seventy different experiments running

0:48:30.280 --> 0:48:33.239
<v Speaker 1>on this, and if you're interested, go to neosensory dot

0:48:33.239 --> 0:48:36.920
<v Speaker 1>com slash developers and you can see all the various

0:48:36.920 --> 0:48:41.040
<v Speaker 1>cool projects that we in the community in general has done.

0:48:41.360 --> 0:48:46.120
<v Speaker 1>So the possibilities are endless here. Just imagine an astronaut

0:48:46.200 --> 0:48:49.879
<v Speaker 1>being able to feel the overall health of the International

0:48:49.920 --> 0:48:53.000
<v Speaker 1>Space Station, or for that matter, having you feel the

0:48:53.040 --> 0:48:57.040
<v Speaker 1>invisible states of your own health, like your blood sugar

0:48:57.120 --> 0:49:00.080
<v Speaker 1>and the state of your microbiome, or having three one

0:49:00.160 --> 0:49:04.800
<v Speaker 1>hundred and sixty degree vision or seeing an infrared or ultraviolet.

0:49:05.320 --> 0:49:08.640
<v Speaker 1>So the key is this, as we move into the future,

0:49:09.040 --> 0:49:12.640
<v Speaker 1>we're going to be increasingly able to choose our own

0:49:12.680 --> 0:49:16.840
<v Speaker 1>peripheral devices. We don't have to wait for Mother Nature's

0:49:17.320 --> 0:49:21.439
<v Speaker 1>sensory gifts on her time scales, because instead, like any

0:49:21.560 --> 0:49:25.319
<v Speaker 1>good parent, what she's given us are the tools that

0:49:25.360 --> 0:49:29.720
<v Speaker 1>we need to go out and define our own trajectory.

0:49:30.320 --> 0:49:34.200
<v Speaker 1>So the question now is how do you want to

0:49:34.280 --> 0:49:43.320
<v Speaker 1>experience your universe? That's all for this week. To find

0:49:43.320 --> 0:49:45.680
<v Speaker 1>out more and to share your thoughts, head over to

0:49:45.719 --> 0:49:50.239
<v Speaker 1>eagleman dot com slash podcasts. Any questions or discussions that

0:49:50.320 --> 0:49:54.719
<v Speaker 1>you have please email podcasts at eagleman dot com and

0:49:54.760 --> 0:49:59.160
<v Speaker 1>I will be addressing those on future episodes. Until next time,

0:49:59.239 --> 0:50:01.840
<v Speaker 1>I'm David nigelm In signing off to you from the

0:50:01.920 --> 0:50:02.960
<v Speaker 1>Inner Cosmos.