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Over the last 100,000 years,
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our species has been
on quite a ride.
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We've gone from primitive
hunter-gatherers
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poking around for scraps
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to a world-conquering,
city-dwelling,
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hyperconnected super species,
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and it's all thanks
to the 3 pounds
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of wet biological material
stored up here.
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We live surrounded
by our inventions.
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We have the means to travel,
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to make,
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to communicate,
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to build.
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What I find incredible
is that all of this
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was built with the same
neural material
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that our ancestors used to hunt
and to build primitive tools.
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The genius of mother nature
and the secret to her success
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was to build a brain that could
innovate to make the journey
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from primitive man to this
in a very short amount of time.
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I want to explore what it is
about the brain
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that's made
this journey possible.
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If we can understand
how it works,
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then maybe we can
direct its power in new ways
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and open a new chapter
in the human story.
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So what's next for our brains?
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What do the next 1,000 years
have in store for us,
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and in the far future,
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what is the human race
going to look like?
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What will we be capable of?
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This is a journey
into who we might become.
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We'll look at how we can
use our brains
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to control new kinds
of bodies...
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How our sensory experience
can be expanded to new horizons.
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We'll look at how
we might one day
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separate our minds
from our physical selves,
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even possibly overcome death.
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The human body...
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It's a masterpiece
of complexity and beauty.
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It's a symphony
of 40 trillion cells,
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all operating in concert,
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and it's all orchestrated
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by the 3-pound organ
we call the brain.
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Sensory information floods in.
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Decisions are made.
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Responses are formulated.
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The brain sends out commands,
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and the body moves into action,
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but what if the brain
could do more, handle more?
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What if there were other ways
for it to operate?
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We're heading for
a fundamental change
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in the relationship
between the body, the brain,
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and the outside world.
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We're marrying our biology
with our technology,
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and that's poised to transform
who we will be.
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This is all possible,
thanks to a special property
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of the brain called plasticity.
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It's best illustrated
through a remarkable story.
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Meet Cameron mott.
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In this home movie,
she's 4 years old.
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♪ I'm a Princess girl all day ♪
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♪ a Princess girl, prin... ♪
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I'm a Princess girl.
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Eagleman, voice-over:
One day, Cameron
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suddenly started
having seizures.
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Oh! Ooh...
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Woman, voice-over:
The really big issue was that
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Cameron's seizures were
drop seizures where she would
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fall down to the floor
very quickly,
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and they were very aggressive.
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Cameron?
Oh!
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Whoopsy.
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Eagleman, voice-over:
She was diagnosed
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with rasmussen's syndrome,
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an inflammatory disease
that attacks the brain.
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It causes paralysis
and, ultimately, death.
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To save Cameron's life,
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her physicians proposed
a radical solution.
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They would remove
the diseased part of her brain.
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Little harder.
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Man, voice-over: The procedure
itself is probably
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the most drastic
surgical procedure
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that can be done
in neurosurgery.
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You know, it's not
a simple operation.
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There are man...
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On a scale of 1 to 10,
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10 being one of the more
difficult operations
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that we would typically perform
in neurosurgery,
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I'd say it's a 10.
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Eagleman, voice-over:
Seeing no other option,
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Cameron's parents consented.
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The real risk
in the surgery is not
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what happens
if we do the surgery.
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The question is,
what happens to this person
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if we don't do the surgery?
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Eagleman, voice-over: The issue
was that an entire half
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of Cameron's brain
had been affected.
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Woman, voice-over: Our biggest
concern was, would she survive?
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Would there be
some complication?
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Um, would we go
through all of this
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and then still have seizures
at the end?
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This is Cameron's
preoperative scan.
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This is the material
that underpins her intellect
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and her emotion
and her sense of humor,
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who she is.
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In this scan, the empty space
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is where half of her brain
has been removed.
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No one could be sure
how the loss
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of that much brain tissue
would affect Cameron.
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What would she lose?
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Could she be
like other children?
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This is Cameron 7 years on.
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She's seizure-free...
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And, more importantly,
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beyond a slight weakness
on one side,
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she betrays no sign
of the ordeal
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that she went through.
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I like to run a lot
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and do different types
of stuff outside.
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I love math.
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Give me... give me 3 quizzes
to do, and I'll do it.
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Ok. Let it go.
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Just imagine taking your laptop
and tearing out
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half the motherboard and
expecting it still to function.
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It would never
work with a computer,
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but it can work
with a young brain...
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And that has
dramatic implications.
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We used to think of the brain
as a fixed system
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with different parts dedicated
to specific jobs,
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like seeing or deciding
or moving,
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but no region
works in isolation.
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The brain is a vast, dynamic,
interconnected network
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that's always changing.
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Instead of hardwired,
I like to think of the brain
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as live-wired, and
that flexibility of the brain
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opens up new possibilities
for our future.
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It could be argued that
this future has been with us
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since the 1970s in the form
of a simple piece of technology.
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This is a cochlear implant,
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and it can give hearing
to deaf people.
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It picks up sounds and converts
them to electrical signals
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that plug directly
into the cells of the inner ear.
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Now, when it was
first introduced,
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researchers didn't think
it was going to work
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because biology is wired up
with such precision
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and specificity
and this just takes
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crude signals and shoves them
into the brain
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in a way that the brain's
not expecting.
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The cochlear implant
represents a marriage
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between metal electrodes
and biological cells,
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and yet it works.
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Around the world, almost
a quarter-million people
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have had the chance to hear
for the first time,
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thanks to these implants.
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Wow. Ha ha ha!
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Eagleman, voice-over:
Here's how.
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Whether it comes from your ears
or your eyes
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or a touch on your skin,
all the information
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that enters your brain is
converted into the same stuff...
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Electrochemical signals.
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These are the common currency
of the brain.
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When the implant produces
these signals, however crudely,
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the brain finds a way
to make sense of them.
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It hunts for patterns...
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Cross-referencing
with other senses.
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At first, the signals
are unintelligible,
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but soon, meaning emerges.
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Cochlear implants reveal
something amazing
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about the brain, which is,
whatever signals you feed
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into it,
the brain will figure out
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how to extract
something useful out of that.
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As long as the data coming in
has a structure
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that maps onto
the outside world,
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the brain will figure out
how to decode it,
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and this turns out to be one
of nature's greatest tricks,
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and now that we know about it,
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it opens up a world
of possibilities.
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Why restrict ourselves
to trying to replace
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lost or damaged senses?
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There must be ways
for us to enhance
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or add to the senses
that we already have.
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In my laboratory,
we've created this vest.
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It turns sound
into patterns of vibration
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that are felt on the skin
of the torso.
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The idea is that,
given enough time,
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the wearer's brain will learn
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to automatically decode
these vibrations.
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They'll instinctively feel
and understand information.
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This is the alien language game,
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so you're gonna feel
a word presented to you
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as a pattern of vibration
on your torso.
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Through time,
you're going to get
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better and better
at this as your brain
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starts decoding how these
inputs maps onto words
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that you know, and your job
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is just to figure out
what the language
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of the vest is.
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I can feel the
vibrations on my body.
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It makes no sense to me.
They're just random.
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I'm aware that maybe one
in the left shoulder,
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right shoulder, lower back...
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Eagleman, voice-over:
One of my lab members, Joshua,
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wore the vest
as he went about his day.
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An app sends a pattern
of vibrations to his torso.
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He guesses what word
that pattern represents,
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and he's told
whether he's right or wrong.
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Joshua, voice-over:
For the first week or so,
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I mean, it's just total nonsense
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to try to figure out which word
was just projected onto me,
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but as time has gone by,
I am able to,
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through some process,
distinguish them.
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Eagleman, voice-over:
It seems strange that you could
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understand information
through your torso,
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but that's the surprise.
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It doesn't matter how signals
find their way to the brain.
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We have these peripheral senses
that we plug in,
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but here's the thing.
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Our eyes, our nose, our mouth...
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These are just what we inherit
from our evolutionary past.
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It's what we come
to the table with,
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but we don't
have to stick with it
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because it might be possible
that we could plug
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some sensory channel into
an unusual port into the brain
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and the brain
will just figure it out,
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and it may be that
in the near future,
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we can invent new sorts
of sensory devices
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and plug them directly
into the brain.
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In theory, there's no limit
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to the new sensory expansion
that we can create.
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So just imagine if we could
feed in an input
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of real-time weather data
so you could feel
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if it's raining 100 miles away
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or if it's gonna
snow tomorrow...
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Or imagine feeding in
real-time stock data
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and developing
an intuitive sense
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of how the markets were moving.
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You'd be plugged
into the global economy.
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Because of the brain's capacity
to take on new inputs,
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we should be able to expand
the experience of being human.
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We could enjoy things
that wouldn't be possible
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with the traditional senses
we arrive with.
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00:14:00,941 --> 00:14:04,475
It may be that the evolution
of our technology,
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rather than our biology,
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00:14:07,180 --> 00:14:11,282
is what guides the journey
of our species from here on out.
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As we move into the future,
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we'll increasingly design
our own portals on the world.
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As far as we can tell,
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there's no limit in what
the brain can incorporate.
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Instead, we now have
the tools to shape
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00:14:25,932 --> 00:14:28,433
our own sensory experiences,
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00:14:28,501 --> 00:14:31,970
to widen our small windows
on reality.
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Eagleman, voice-over:
Now, how we sense the world,
252
00:14:35,942 --> 00:14:37,909
that's only half the story.
253
00:14:37,978 --> 00:14:41,012
The other half
is how we interact with it.
254
00:14:43,216 --> 00:14:46,885
What if we could use
the brain's flexibility
255
00:14:46,953 --> 00:14:50,054
to change our physical bodies?
256
00:14:51,958 --> 00:14:54,893
This is jan scheuermann.
257
00:14:54,961 --> 00:14:57,195
Because of a rare
genetic disease,
258
00:14:57,264 --> 00:14:59,898
the spinal cord nerves
that connect her brain
259
00:14:59,966 --> 00:15:03,167
to her muscles
have deteriorated.
260
00:15:03,236 --> 00:15:07,538
Scheuermann, voice-over: I can't
move anything below my neck.
261
00:15:07,607 --> 00:15:09,974
Where the stem of my brain
meets my spinal cord,
262
00:15:10,043 --> 00:15:13,144
there's some
deterioration there,
263
00:15:13,213 --> 00:15:15,113
and the signals
aren't getting through,
264
00:15:15,181 --> 00:15:18,416
so my brain is saying,
"lift up," to my arm,
265
00:15:18,485 --> 00:15:22,353
and my arm's saying,
"I can't hear you."
266
00:15:24,291 --> 00:15:26,524
Eagleman, voice-over:
Now jan's participating
267
00:15:26,593 --> 00:15:28,559
in a trailblazing experiment...
268
00:15:28,628 --> 00:15:33,398
Part neurosurgery,
part robotics.
269
00:15:33,466 --> 00:15:36,534
Two electrode arrays
implanted into her brain
270
00:15:36,603 --> 00:15:41,940
provide a link from
her motor cortex to this...
271
00:15:42,008 --> 00:15:45,410
The world's most advanced
robotic arm.
272
00:15:48,949 --> 00:15:51,249
Ok. Up, down.
273
00:15:53,887 --> 00:15:57,355
Eagleman, voice-over:
Its fingers can curl and uncurl.
274
00:15:57,424 --> 00:16:00,959
It can roll. The wrist can flex.
275
00:16:01,027 --> 00:16:04,762
Jan can control it
just by thinking about it.
276
00:16:06,900 --> 00:16:08,132
Right...
277
00:16:10,070 --> 00:16:12,136
And grasp.
278
00:16:12,205 --> 00:16:14,439
Eagleman, voice-over: Though she
speaks the commands out loud,
279
00:16:14,507 --> 00:16:16,174
she has no need to.
280
00:16:16,242 --> 00:16:21,679
There's a direct physical link
between the arm and her brain.
281
00:16:21,748 --> 00:16:24,582
Down.
282
00:16:24,651 --> 00:16:27,018
Eagleman, voice-over:
An arm normally moves
283
00:16:27,087 --> 00:16:30,154
because of a storm of activity
in the motor cortex.
284
00:16:30,223 --> 00:16:33,992
From there, the signals
travel down the spinal cord
285
00:16:34,060 --> 00:16:35,893
to the muscles of the arm.
286
00:16:37,364 --> 00:16:40,832
In jan's case,
electrodes eavesdrop
287
00:16:40,900 --> 00:16:43,401
on the cortical signals directly
288
00:16:43,470 --> 00:16:47,071
and redirect those to Hector,
her new arm.
289
00:16:51,745 --> 00:16:54,012
Scheuermann, voice-over:
Like riding a bicycle,
290
00:16:54,080 --> 00:16:56,781
the brain doesn't forget
how to move the arm,
291
00:16:56,850 --> 00:17:00,852
even though it hasn't moved
in... in 10 years.
292
00:17:00,920 --> 00:17:03,888
Eagleman, voice-over:
With practice, this relationship
293
00:17:03,957 --> 00:17:06,457
will become fully unconscious.
294
00:17:06,526 --> 00:17:09,861
She'll be able to move Hector
automatically
295
00:17:09,929 --> 00:17:11,929
without thinking about it,
296
00:17:11,998 --> 00:17:14,766
just as we do
with our biological limbs.
297
00:17:17,637 --> 00:17:21,139
Oh, it feels very
good to be able to shake hands
298
00:17:21,207 --> 00:17:23,674
and fist-bump and interact.
299
00:17:25,345 --> 00:17:28,613
It's so very life-affirming
to me to be able
300
00:17:28,681 --> 00:17:32,316
to reach out and touch a person.
301
00:17:32,385 --> 00:17:35,520
Eagleman, voice-over: Jan's
experience points to a future
302
00:17:35,588 --> 00:17:40,525
in which we use technology to
enhance and extend our bodies,
303
00:17:40,593 --> 00:17:43,261
not only replacing
limbs or organs,
304
00:17:43,329 --> 00:17:45,797
but improving them,
elevating them
305
00:17:45,865 --> 00:17:50,068
from human fragility
to indestructibility.
306
00:17:53,006 --> 00:17:57,208
Hollywood has often imagined
a person who's part machine.
307
00:17:57,277 --> 00:18:00,611
Well, that fantasy
is fast becoming real.
308
00:18:12,992 --> 00:18:16,461
As we learn how to take on
new sensory experiences
309
00:18:16,529 --> 00:18:19,497
and control new kinds of bodies,
that's going
310
00:18:19,566 --> 00:18:22,133
to profoundly change
who we are as individuals,
311
00:18:22,202 --> 00:18:25,803
and that's because
our physicality sets the tone
312
00:18:25,872 --> 00:18:29,740
for how we feel and how we think
and who we are.
313
00:18:29,809 --> 00:18:32,210
At this moment in history,
it may be that we have
314
00:18:32,278 --> 00:18:35,346
more in common
with our stone-age ancestors
315
00:18:35,415 --> 00:18:39,050
than we do with our descendants
in the near future.
316
00:18:44,224 --> 00:18:47,825
We're already beginning
to extend the human body,
317
00:18:47,894 --> 00:18:50,361
but no matter how much
we enhance ourselves,
318
00:18:50,430 --> 00:18:52,363
there's something
we need to keep in mind.
319
00:18:52,432 --> 00:18:55,199
Our body is made
of flesh and bones.
320
00:18:55,268 --> 00:18:57,969
It's going to
deteriorate and die,
321
00:18:58,037 --> 00:18:59,937
but what if the study
of the brain
322
00:19:00,006 --> 00:19:02,440
could address our mortality?
323
00:19:02,509 --> 00:19:05,576
What if in the future,
we didn't have to die?
324
00:19:11,184 --> 00:19:15,119
There will come a moment
when all of your neural activity
325
00:19:15,188 --> 00:19:18,656
will come to a halt, and then
the glorious experience
326
00:19:18,725 --> 00:19:22,260
of being conscious
will come to an end,
327
00:19:22,328 --> 00:19:25,663
and it doesn't matter
who you know or what you do.
328
00:19:25,732 --> 00:19:28,833
It's the fate of all of us.
329
00:19:28,902 --> 00:19:31,469
It's the fate of all life,
but only humans
330
00:19:31,538 --> 00:19:34,405
are so unusually intelligent
331
00:19:34,474 --> 00:19:36,807
that we suffer over this.
332
00:19:36,876 --> 00:19:39,510
When someone dies,
333
00:19:39,579 --> 00:19:42,213
those who are left grieve.
334
00:19:42,282 --> 00:19:45,082
They mourn
the lost relationship,
335
00:19:45,151 --> 00:19:49,420
but with every death,
there's another loss.
336
00:19:49,489 --> 00:19:53,591
Every brain contains
a lifetime of information,
337
00:19:53,660 --> 00:19:56,928
experiences, knowledge, wisdom.
338
00:19:56,996 --> 00:20:01,999
At the moment of death,
all that becomes lost.
339
00:20:02,068 --> 00:20:04,902
Francis crick
was one of the discoverers
340
00:20:04,971 --> 00:20:08,539
of the structure of DNA,
and he was also a friend
341
00:20:08,608 --> 00:20:11,375
and a mentor to me,
and when he died,
342
00:20:11,444 --> 00:20:14,378
I remembered thinking
about what a waste it was
343
00:20:14,447 --> 00:20:18,216
that he was cremated and
this brain of one of the greats
344
00:20:18,284 --> 00:20:21,485
of 20th-century biology
was going up in flames
345
00:20:21,554 --> 00:20:24,322
because even
after a person dies,
346
00:20:24,390 --> 00:20:26,457
there's a lot of information
about them stored
347
00:20:26,526 --> 00:20:29,360
in the physical structure
of their brain,
348
00:20:29,429 --> 00:20:31,696
and we're reaching a point
in neuroscience
349
00:20:31,764 --> 00:20:36,300
where it becomes a possibility
that we could preserve a brain
350
00:20:36,369 --> 00:20:40,938
and read out the information
and live with that person again.
351
00:20:43,610 --> 00:20:46,777
Brain preservation
is a new field.
352
00:20:46,846 --> 00:20:51,182
It's controversial, and
its promise is still unproven.
353
00:20:51,251 --> 00:20:53,618
Nonetheless, some people
354
00:20:53,686 --> 00:20:56,220
are actively exploring
the possibility.
355
00:20:58,558 --> 00:21:02,793
Here in the Arizona desert,
the researchers
356
00:21:02,862 --> 00:21:06,197
at the alcor life extension
foundation believe
357
00:21:06,266 --> 00:21:09,100
they can give the dead
a chance to live again.
358
00:21:11,271 --> 00:21:15,973
This facility holds the remains
of over 100 people
359
00:21:16,042 --> 00:21:18,776
preserved
at ultralow temperature.
360
00:21:20,913 --> 00:21:23,714
It's run by Max more,
361
00:21:23,783 --> 00:21:26,617
who describes himself
as a futurologist.
362
00:21:29,856 --> 00:21:31,622
As soon as legal death
has been declared...
363
00:21:31,691 --> 00:21:33,157
Which is really not
biological death,
364
00:21:33,226 --> 00:21:34,558
but we have to wait
for that point legally...
365
00:21:34,627 --> 00:21:35,747
We can then move the patient
366
00:21:35,762 --> 00:21:37,328
from the bed into the ice bath.
367
00:21:37,397 --> 00:21:38,963
We can add external ice on top.
368
00:21:39,032 --> 00:21:40,898
We restart respiration.
369
00:21:40,967 --> 00:21:44,435
We restart circulation by doing,
essentially, mechanical cpr,
370
00:21:44,504 --> 00:21:47,038
and then we also administer
16 different medications
371
00:21:47,106 --> 00:21:49,473
to try and protect
the cells as we cool down.
372
00:21:49,542 --> 00:21:53,411
Eagleman, voice-over: Each body
is submerged in liquid nitrogen,
373
00:21:53,479 --> 00:21:56,947
bringing its temperature
below minus-300 degrees.
374
00:21:57,016 --> 00:22:00,985
This process is known
as cryonic suspension,
375
00:22:01,054 --> 00:22:03,788
and it doesn't require
a whole body.
376
00:22:03,856 --> 00:22:06,190
Sometimes a client
chooses to preserve
377
00:22:06,259 --> 00:22:09,060
only their head and brain.
378
00:22:09,128 --> 00:22:11,329
So what we'll do is,
we'll do the neuroseparation
379
00:22:11,397 --> 00:22:13,664
somewhere down here,
a few vertebras down.
380
00:22:13,733 --> 00:22:15,199
We'll move the
patient's cephalon
381
00:22:15,268 --> 00:22:17,335
into the cephalon ring,
where the head
382
00:22:17,403 --> 00:22:20,071
is essentially upside down
so we can excess the carotids,
383
00:22:20,139 --> 00:22:21,539
and... just like with
the whole-body procedure,
384
00:22:21,607 --> 00:22:23,007
except there, we go
through the chest...
385
00:22:23,076 --> 00:22:24,475
Here, we're
washing out the blood
386
00:22:24,544 --> 00:22:27,211
and body fluids
uh, from the brain.
387
00:22:27,280 --> 00:22:30,414
Eagleman, voice-over: The idea
is to perfectly preserve a body
388
00:22:30,483 --> 00:22:32,516
into the distant future
389
00:22:32,585 --> 00:22:35,753
with the hope
that an advanced technology
390
00:22:35,822 --> 00:22:40,458
not yet invented will allow
for thawing and reanimation.
391
00:22:40,526 --> 00:22:42,827
So, Max, tell me
about these dewars.
392
00:22:42,895 --> 00:22:45,096
All our patients
are stored in these.
393
00:22:45,164 --> 00:22:47,732
We call this a bigfoot dewar.
394
00:22:47,800 --> 00:22:50,368
Uh, it contains
4 whole-body patient,
395
00:22:50,436 --> 00:22:52,570
as you can see from
this 3D-printed model.
396
00:22:52,638 --> 00:22:54,839
Each of those goes
in aluminum pod
397
00:22:54,907 --> 00:22:56,440
that gives extra protection,
398
00:22:56,509 --> 00:22:58,275
and we also get 5 neuropatients
399
00:22:58,344 --> 00:23:00,044
in the center column,
400
00:23:00,113 --> 00:23:02,446
so these fill up
with about 450 gallons
401
00:23:02,515 --> 00:23:03,647
of liquid nitrogen.
402
00:23:03,716 --> 00:23:05,082
Uh, they're not sealed.
403
00:23:05,151 --> 00:23:06,317
We just have a cap
404
00:23:06,386 --> 00:23:08,619
floating on the top,
and we top these up
405
00:23:08,688 --> 00:23:09,854
once a week with liquid nitrogen
406
00:23:09,922 --> 00:23:11,322
to keep them full.
407
00:23:11,391 --> 00:23:12,890
So there are 9 people in here?
408
00:23:12,959 --> 00:23:14,558
Not in every one.
409
00:23:14,627 --> 00:23:16,293
Depends on how many
neuropatients we have.
410
00:23:16,362 --> 00:23:18,496
Uh, there's actually room
for more neuropatients,
411
00:23:18,564 --> 00:23:20,264
so some of them
have neuropatients.
412
00:23:20,333 --> 00:23:22,800
Others don't,
so between 4 and 9.
413
00:23:22,869 --> 00:23:26,370
Eagleman, voice-over:
Alcor began 50 years ago.
414
00:23:26,439 --> 00:23:31,142
Currently it houses
129 frozen residents,
415
00:23:31,210 --> 00:23:33,577
and that number
continues to grow.
416
00:23:33,646 --> 00:23:35,946
Some of the pictures say,
417
00:23:36,015 --> 00:23:40,751
"first life cycle...
1927 to 1996."
418
00:23:40,820 --> 00:23:43,554
Do you see it as being
a second life cycle?
419
00:23:43,623 --> 00:23:45,156
What we're doing is,
we're really just
420
00:23:45,224 --> 00:23:47,024
giving people another
chance at life.
421
00:23:47,093 --> 00:23:48,759
Just as if today you were,
you know, in your 30s
422
00:23:48,828 --> 00:23:50,561
or 40s, had a heart attack
and we did some
423
00:23:50,630 --> 00:23:52,129
experimental surgery
and brought you back,
424
00:23:52,198 --> 00:23:53,764
you might have
several decades more,
425
00:23:53,833 --> 00:23:55,566
but we're talking something
a little bit more radical.
426
00:23:55,635 --> 00:23:58,335
We're talking about not
just for another 80 years,
427
00:23:58,404 --> 00:24:01,305
but potentially thousands
of years, maybe longer.
428
00:24:01,374 --> 00:24:02,907
Eagleman, voice-over:
The people in these dewars
429
00:24:02,975 --> 00:24:07,445
have taken a leap of faith
into an unknown future.
430
00:24:07,513 --> 00:24:10,915
There's no guarantee that the
technology will ever come along
431
00:24:10,983 --> 00:24:13,451
that allows them
to wake up again...
432
00:24:15,822 --> 00:24:18,456
So perhaps there are other ways
433
00:24:18,524 --> 00:24:22,026
to access the information
stored in a brain
434
00:24:22,094 --> 00:24:25,496
not by bringing a deceased
person back to life,
435
00:24:25,565 --> 00:24:29,934
but by finding a way to read out
the data directly.
436
00:24:30,002 --> 00:24:35,105
This is both a promising idea
and a monumental challenge.
437
00:24:41,681 --> 00:24:46,650
At the department of brain
and cognitive sciences at mit,
438
00:24:46,719 --> 00:24:51,088
Sebastian seung is among the
first pioneers of that process.
439
00:24:51,157 --> 00:24:54,558
He's attempting to map out
the innumerable connections
440
00:24:54,627 --> 00:24:57,995
that underlie
a brain's function.
441
00:24:58,064 --> 00:25:02,132
That unimaginably vast network
of pathways and links
442
00:25:02,201 --> 00:25:05,536
is called the connectome.
443
00:25:05,605 --> 00:25:08,706
Your connectome is unique.
444
00:25:08,774 --> 00:25:11,509
It's one of the deepest theories
in neuroscience
445
00:25:11,577 --> 00:25:14,111
that your memories are stored
446
00:25:14,180 --> 00:25:16,680
in your unique pattern
of connections.
447
00:25:18,651 --> 00:25:22,086
I like to think of it as
a theory of personal identity,
448
00:25:22,154 --> 00:25:24,588
what makes you you.
449
00:25:24,657 --> 00:25:26,524
Eagleman, voice-over:
The average human brain
450
00:25:26,592 --> 00:25:29,426
has 86 billion neurons
451
00:25:29,495 --> 00:25:34,365
and thousands of trillions
of synaptic connections.
452
00:25:34,433 --> 00:25:37,134
When the connectome
is fully worked out,
453
00:25:37,203 --> 00:25:41,105
it will be the most complex
wiring diagram ever created.
454
00:25:44,744 --> 00:25:46,944
It's very difficult
455
00:25:47,013 --> 00:25:49,213
to map out connectivity
inside the brain.
456
00:25:49,282 --> 00:25:52,616
There's only one technology
right now which promises
457
00:25:52,685 --> 00:25:55,953
to give us all the connections
from a single piece of brain,
458
00:25:56,022 --> 00:25:59,290
and that's called
serial electron microscopy.
459
00:25:59,358 --> 00:26:01,292
Eagleman, voice-over:
Seung is beginning
460
00:26:01,360 --> 00:26:03,661
by mapping a mouse brain.
461
00:26:03,729 --> 00:26:07,765
The process starts with taking
a piece of brain tissue
462
00:26:07,833 --> 00:26:09,800
and slicing it.
463
00:26:09,869 --> 00:26:12,169
It's a high-tech
deli slicer
464
00:26:12,238 --> 00:26:15,139
for cutting very thin
slices of brain.
465
00:26:15,207 --> 00:26:17,074
To cut really thin,
466
00:26:17,143 --> 00:26:19,643
you have to have
a very sharp knife.
467
00:26:19,712 --> 00:26:21,445
This is the world's
sharpest knife,
468
00:26:21,514 --> 00:26:25,482
a diamond knife whose blade
is honed to atomic sharpness.
469
00:26:25,551 --> 00:26:28,152
You can see a metal part
which is moving up and down.
470
00:26:28,220 --> 00:26:30,187
A piece of brain
is mounted on it,
471
00:26:30,256 --> 00:26:34,458
and the brain is being moved
back and forth against a blade,
472
00:26:34,527 --> 00:26:37,895
so slice after slice of brain
473
00:26:37,964 --> 00:26:40,164
are floating onto
the surface of water.
474
00:26:40,232 --> 00:26:43,534
Each slice pushes
the previous slice forward.
475
00:26:43,603 --> 00:26:46,270
In order to see
this cutting process,
476
00:26:46,339 --> 00:26:50,140
a microscope is mounted
on top of the ultramicrotome,
477
00:26:50,209 --> 00:26:52,943
and it projects an image
onto this computer screen,
478
00:26:53,012 --> 00:26:55,346
where we see
the cutting happening.
479
00:26:55,414 --> 00:26:58,115
This conveyor belt
produces a tape,
480
00:26:58,184 --> 00:27:01,418
a very long tape
which is kind of like a movie,
481
00:27:01,487 --> 00:27:04,054
every frame of which
is a slice of brain.
482
00:27:05,992 --> 00:27:08,225
Eagleman, voice-over:
Once the brain has been arranged
483
00:27:08,294 --> 00:27:12,730
in these filmlike strips,
each sample is subdivided
484
00:27:12,798 --> 00:27:15,332
into tiny areas
which are then scanned
485
00:27:15,401 --> 00:27:19,236
by a powerful
electron microscope.
486
00:27:19,305 --> 00:27:22,373
That process produces this...
487
00:27:22,441 --> 00:27:27,344
A segment of brain
magnified 100,000 times.
488
00:27:29,181 --> 00:27:31,281
At this resolution,
489
00:27:31,350 --> 00:27:34,351
it's possible to see
almost every feature.
490
00:27:36,222 --> 00:27:40,758
These small, black dots are DNA
inside an individual cell.
491
00:27:44,497 --> 00:27:47,865
The next step is to compile
these images.
492
00:27:49,268 --> 00:27:51,735
By stacking them
in the thousands,
493
00:27:51,804 --> 00:27:53,804
one on top of each other,
494
00:27:53,873 --> 00:27:56,774
and then tracking the neurons
through each image,
495
00:27:56,842 --> 00:27:59,576
it's possible to reconstruct
the exact way
496
00:27:59,645 --> 00:28:01,679
that the neurons are connected,
497
00:28:01,747 --> 00:28:06,483
a 3-dimensional model
of the connectivity.
498
00:28:06,552 --> 00:28:10,988
It should be possible to do this
with whole human brain someday.
499
00:28:11,057 --> 00:28:14,158
The result would be
a map of all the wiring
500
00:28:14,226 --> 00:28:17,127
that underpins
a person's thoughts,
501
00:28:17,196 --> 00:28:20,264
experiences, and beliefs.
502
00:28:20,332 --> 00:28:23,033
There's just one issue.
503
00:28:23,102 --> 00:28:25,602
If you image
an entire human brain
504
00:28:25,671 --> 00:28:27,938
with this resolution,
505
00:28:28,007 --> 00:28:31,775
it would be a zettabyte
of information.
506
00:28:31,844 --> 00:28:34,378
Sounds like a dirty word,
"zettabyte."
507
00:28:34,447 --> 00:28:35,946
You never heard it before.
508
00:28:36,015 --> 00:28:37,648
It's never spoken
in polite company.
509
00:28:37,717 --> 00:28:39,283
Well, it's the...
510
00:28:39,351 --> 00:28:40,984
It's the total digital content
of the world right now.
511
00:28:41,053 --> 00:28:43,220
That's, uh, how much
information it would be.
512
00:28:45,024 --> 00:28:47,658
Eagleman, voice-over:
It's a daunting figure.
513
00:28:47,727 --> 00:28:51,395
Does it mean that the idea
of reading out a human brain
514
00:28:51,464 --> 00:28:54,798
will always remain
beyond our reach?
515
00:28:54,867 --> 00:28:57,935
Well, experience says
that computing power alone
516
00:28:58,003 --> 00:29:00,971
shouldn't be a barrier
for too much longer.
517
00:29:04,543 --> 00:29:09,580
There's a common observation
in computing called Moore's law.
518
00:29:09,648 --> 00:29:16,053
It states that processing power
doubles every two years.
519
00:29:16,122 --> 00:29:18,655
If that doesn't sound like much,
think of it this way.
520
00:29:18,724 --> 00:29:22,459
It means that computers today
are a million times
521
00:29:22,528 --> 00:29:25,596
more powerful than they were
in the 1970s.
522
00:29:30,936 --> 00:29:35,139
Just 20 years ago,
this supercomputer behind me
523
00:29:35,207 --> 00:29:39,743
was equivalent to all the
computing power on the planet.
524
00:29:39,812 --> 00:29:42,780
20 years from now,
it'll probably be considered
525
00:29:42,848 --> 00:29:44,915
a modest force of the type
526
00:29:44,984 --> 00:29:47,317
you might shrink down
and wear on your body.
527
00:29:47,386 --> 00:29:52,189
We're in an era now where we're
developing technologies
528
00:29:52,258 --> 00:29:54,958
that can store unimaginable
amounts of data
529
00:29:55,027 --> 00:30:00,197
and run gargantuan simulations,
and this is where our biology
530
00:30:00,266 --> 00:30:03,400
is on a crash course
with our technology.
531
00:30:04,937 --> 00:30:06,937
So let's say the time will come
532
00:30:07,006 --> 00:30:10,007
when computer power
isn't an issue.
533
00:30:10,075 --> 00:30:14,077
That opens up a new realm
of possibility.
534
00:30:14,146 --> 00:30:18,749
Suppose we could make
a digital copy of the brain.
535
00:30:18,818 --> 00:30:22,119
Then not only we could
read it out.
536
00:30:22,188 --> 00:30:24,588
We could make it run.
537
00:30:24,657 --> 00:30:26,957
In the same way that
computer software can run
538
00:30:27,026 --> 00:30:30,761
on different hardware, it may be
that the software of the mind
539
00:30:30,830 --> 00:30:33,831
can run on other platforms.
540
00:30:33,899 --> 00:30:36,667
In other words, what if
there's nothing special
541
00:30:36,735 --> 00:30:39,670
about the biological neurons
themselves
542
00:30:39,738 --> 00:30:42,940
and instead, it's only
how they connect and interact
543
00:30:43,008 --> 00:30:45,576
that makes a person
who they are.
544
00:30:45,644 --> 00:30:48,278
If that proved to be correct,
it would follow
545
00:30:48,347 --> 00:30:51,548
that we can exist digitally
by running ourselves
546
00:30:51,617 --> 00:30:55,185
as a simulation,
and this is what's known
547
00:30:55,254 --> 00:30:58,655
as the computational hypothesis
of the brain.
548
00:30:58,724 --> 00:31:01,758
The idea is that the wet,
biological, gushy stuff
549
00:31:01,827 --> 00:31:03,794
isn't the important part.
550
00:31:03,863 --> 00:31:05,762
What matters
are the computations
551
00:31:05,831 --> 00:31:07,965
that are running on top.
552
00:31:08,033 --> 00:31:11,869
The idea is that the mind
is not what the brain is.
553
00:31:11,937 --> 00:31:14,771
It's what the brain does.
554
00:31:14,840 --> 00:31:18,942
In theory, you might swap
cells for circuits,
555
00:31:19,011 --> 00:31:21,044
oxygen for electricity.
556
00:31:21,113 --> 00:31:24,081
The medium doesn't matter,
provided all the pieces
557
00:31:24,149 --> 00:31:27,851
and parts are connecting
and interacting in the same way.
558
00:31:29,188 --> 00:31:32,823
All your thoughts,
emotions, memories,
559
00:31:32,892 --> 00:31:36,393
your whole personality
would still emerge.
560
00:31:36,462 --> 00:31:38,662
There'd be no biological brain,
561
00:31:38,731 --> 00:31:44,334
but there'd still be a fully
functioning version of you.
562
00:31:44,403 --> 00:31:46,637
This sounds
like science fiction,
563
00:31:46,705 --> 00:31:48,805
but a team in Switzerland
has begun
564
00:31:48,874 --> 00:31:51,775
an exceptionally
ambitious project
565
00:31:51,844 --> 00:31:54,511
that takes the first steps
down this path.
566
00:31:55,781 --> 00:31:57,781
They're attempting to build
567
00:31:57,850 --> 00:32:00,817
a full working simulation
of a brain.
568
00:32:00,886 --> 00:32:04,354
It's called
the blue brain project.
569
00:32:04,423 --> 00:32:07,057
Sean hill is one of the members
of the team.
570
00:32:09,361 --> 00:32:11,795
What is
the long-term goal here?
571
00:32:11,864 --> 00:32:15,565
To deliver by 2023
a software and hardware
572
00:32:15,634 --> 00:32:18,602
infrastructure
capable of running
573
00:32:18,671 --> 00:32:21,271
a whole human brain simulation.
574
00:32:21,340 --> 00:32:23,073
If we want to move
towards being able
575
00:32:23,142 --> 00:32:25,275
to simulate an entire
human brain,
576
00:32:25,344 --> 00:32:26,576
how do we know what are
577
00:32:26,645 --> 00:32:27,965
the important things
to capture...
578
00:32:27,980 --> 00:32:29,620
The structure, the cells,
all the way down
579
00:32:29,648 --> 00:32:31,248
to the proteins, the molecules?
580
00:32:31,317 --> 00:32:32,683
How do we know?
581
00:32:32,751 --> 00:32:33,911
We're working at subcellular.
582
00:32:33,953 --> 00:32:35,319
We're working at cellular.
583
00:32:35,387 --> 00:32:37,287
We're working at microcircuit.
584
00:32:37,356 --> 00:32:39,289
We're working at brain regions
585
00:32:39,358 --> 00:32:40,624
of mesocircuits,
586
00:32:40,693 --> 00:32:42,793
and then we have whole brain
587
00:32:42,861 --> 00:32:44,561
but for very simplified neurons,
588
00:32:44,630 --> 00:32:47,164
so our goal is to
get to whole brain
589
00:32:47,232 --> 00:32:49,132
but with very detailed neurons.
590
00:32:49,201 --> 00:32:50,734
Eagleman, voice-over:
As a starting point,
591
00:32:50,803 --> 00:32:52,369
they're looking at rat brains.
592
00:32:52,438 --> 00:32:55,806
They take tiny slices of brain
and subject them
593
00:32:55,874 --> 00:32:58,241
to minute jolts
of electrical current.
594
00:32:58,310 --> 00:33:01,511
That mimics the activity
of the living brain
595
00:33:01,580 --> 00:33:04,481
and prompts the cells
to interact.
596
00:33:04,550 --> 00:33:08,552
Each interaction is recreated
on the project's supercomputer
597
00:33:08,620 --> 00:33:11,555
and then integrated
into a larger model with data
598
00:33:11,623 --> 00:33:14,558
from hundreds of other labs
around the world.
599
00:33:14,626 --> 00:33:17,894
The result is
this electrical storm.
600
00:33:20,699 --> 00:33:23,200
This is the best approximation
601
00:33:23,268 --> 00:33:26,970
of what a very tiny fraction
of your brain is doing
602
00:33:27,039 --> 00:33:30,273
when you're, say,
just staring into space.
603
00:33:30,342 --> 00:33:34,144
The total activity in your brain
is hundreds of millions of times
604
00:33:34,213 --> 00:33:38,148
more than what
you're seeing here,
605
00:33:38,217 --> 00:33:41,685
and this typhoon of activity
is roaring along
606
00:33:41,754 --> 00:33:45,155
every second of your life.
607
00:33:45,224 --> 00:33:46,823
We're not building
abstract models.
608
00:33:46,892 --> 00:33:49,026
We actually taking data
from laboratories.
609
00:33:49,094 --> 00:33:51,495
We're extracting,
uh, probabilities.
610
00:33:51,563 --> 00:33:53,130
We're extracting
distributions from that
611
00:33:53,198 --> 00:33:55,599
to build a much larger
model that is based
612
00:33:55,667 --> 00:33:56,833
on biological data,
613
00:33:56,902 --> 00:33:58,101
not based on the assumption
614
00:33:58,170 --> 00:34:00,370
of how... how biology
works, but actually
615
00:34:00,439 --> 00:34:03,140
on data that comes out
of a biolaboratory.
616
00:34:05,144 --> 00:34:07,277
Eagleman, voice-over:
The blue brain team hopes
617
00:34:07,346 --> 00:34:09,946
to achieve their goal by 2023...
618
00:34:10,015 --> 00:34:14,418
A full working simulation
of a human brain,
619
00:34:14,486 --> 00:34:16,787
and that raises a question...
620
00:34:16,855 --> 00:34:18,955
What will
the finished product be?
621
00:34:19,024 --> 00:34:21,258
Will it be a mind?
Will it think?
622
00:34:21,326 --> 00:34:23,360
Will it be
self-aware?
623
00:34:25,864 --> 00:34:31,134
If the answer is yes and
a mind can live in a computer,
624
00:34:31,203 --> 00:34:34,938
then do we have to copy
nature's biological blueprints,
625
00:34:35,007 --> 00:34:38,875
or might it be possible
to program a different kind
626
00:34:38,944 --> 00:34:42,646
of intelligence,
one of our own invention?
627
00:34:49,621 --> 00:34:51,688
People have been trying
for a long time
628
00:34:51,757 --> 00:34:54,157
to create machines that think.
629
00:34:54,226 --> 00:34:56,726
This field, called
artificial intelligence,
630
00:34:56,795 --> 00:34:59,629
has been around since
at least the 1950s.
631
00:35:01,366 --> 00:35:05,535
The problem has turned out to be
unexpectedly difficult,
632
00:35:05,604 --> 00:35:08,138
and this speaks
to the extraordinary enigma
633
00:35:08,207 --> 00:35:10,740
of how the brain
does what it does...
634
00:35:13,745 --> 00:35:18,148
Because, while we'll soon have
cars that drive themselves
635
00:35:18,217 --> 00:35:20,283
and it's almost two decades
since a computer
636
00:35:20,352 --> 00:35:23,954
first beat a chess grand master,
637
00:35:24,022 --> 00:35:27,124
the goal of a truly
sentient machine
638
00:35:27,192 --> 00:35:29,159
still waits to be achieved.
639
00:35:32,598 --> 00:35:35,165
One of the latest
attempts to create
640
00:35:35,234 --> 00:35:37,400
an artificial intelligence
can be found
641
00:35:37,469 --> 00:35:39,870
at the university of Plymouth
in england.
642
00:35:41,940 --> 00:35:44,274
It's called icub.
643
00:35:44,343 --> 00:35:46,076
It's a humanoid robot,
644
00:35:46,145 --> 00:35:50,180
and it's designed to learn
as a child learns.
645
00:35:51,817 --> 00:35:53,884
Traditionally,
robots are preprogrammed
646
00:35:53,952 --> 00:35:56,019
with everything
they need to know,
647
00:35:56,088 --> 00:35:58,021
but what if you could
create a robot
648
00:35:58,090 --> 00:36:01,491
by developing it the way
that a human infant grows?
649
00:36:01,560 --> 00:36:05,462
Icub is about the size
of a two-year-old.
650
00:36:05,531 --> 00:36:08,632
It has eyes and ears
and touch sensors,
651
00:36:08,700 --> 00:36:10,867
and these allow it to interact
with the world
652
00:36:10,936 --> 00:36:13,236
and learn from it.
653
00:36:13,305 --> 00:36:17,207
Babies don't come into the world
knowing how to speak and walk,
654
00:36:17,276 --> 00:36:19,643
but they come with curiosity,
655
00:36:19,711 --> 00:36:21,878
and they pay attention,
and they imitate.
656
00:36:21,947 --> 00:36:25,282
They use the world
that they're in as a textbook
657
00:36:25,350 --> 00:36:27,350
so they can learn by example,
658
00:36:27,419 --> 00:36:31,655
so what if you wanted to create
a robot to do the same thing?
659
00:36:31,723 --> 00:36:34,591
Well, you would take
a crude brain simulation,
660
00:36:34,660 --> 00:36:36,993
and you'd give it
a mechanical body
661
00:36:37,062 --> 00:36:39,796
so that it could
interact with the world.
662
00:36:42,201 --> 00:36:43,366
Hello.
663
00:36:43,435 --> 00:36:45,068
Hello.
I'm icub.
664
00:36:45,137 --> 00:36:48,638
This is a red ball.
665
00:36:48,707 --> 00:36:50,340
This is a red ball.
666
00:36:50,409 --> 00:36:52,976
This is a yellow cup.
667
00:36:53,045 --> 00:36:54,978
Yellow cup.
668
00:36:55,047 --> 00:36:57,948
Eagleman, voice-over: The aim
is that with each interaction,
669
00:36:58,016 --> 00:37:02,285
the robot continually adds
to its base of knowledge.
670
00:37:02,354 --> 00:37:04,521
It's making connections
671
00:37:04,590 --> 00:37:08,325
and building a repertoire
of appropriate responses,
672
00:37:08,393 --> 00:37:11,461
and, because it looks and sounds
a bit like a human,
673
00:37:11,530 --> 00:37:15,532
it's easy to be convinced
that it thinks like one.
674
00:37:15,601 --> 00:37:17,734
Where is the yellow cup?
675
00:37:22,941 --> 00:37:25,675
Where is the red ball?
676
00:37:28,680 --> 00:37:31,548
Eagleman, voice-over:
Often, icub gets it wrong.
677
00:37:31,617 --> 00:37:33,550
That's part of the process...
678
00:37:33,619 --> 00:37:35,285
What is this?
679
00:37:35,354 --> 00:37:38,355
I'm sorry. I don't
know what this is.
680
00:37:40,192 --> 00:37:42,292
Eagleman, voice-over:
But the more it gets it wrong,
681
00:37:42,361 --> 00:37:44,194
the more you get the sense
682
00:37:44,263 --> 00:37:46,830
there's no real mind
behind the program.
683
00:37:49,334 --> 00:37:50,800
What is this?
684
00:37:50,869 --> 00:37:54,771
I'm sorry. I don't
know what this is.
685
00:37:54,840 --> 00:37:56,706
Eagleman, voice-over:
What becomes clear
686
00:37:56,775 --> 00:37:59,843
is that icub
is purely mechanical.
687
00:37:59,911 --> 00:38:03,246
You can feel that it's run
by lines of code
688
00:38:03,315 --> 00:38:06,316
instead of trains of thought,
689
00:38:06,385 --> 00:38:09,052
so it can say, "red ball,"
690
00:38:09,121 --> 00:38:11,488
but does it really
experience redness
691
00:38:11,556 --> 00:38:13,723
or the concept of roundness?
692
00:38:13,792 --> 00:38:17,394
Do computers do just what
they're programmed to do,
693
00:38:17,462 --> 00:38:22,132
or can it ever really have
internal experience?
694
00:38:25,737 --> 00:38:28,004
In the 1980s,
the philosopher John searle
695
00:38:28,073 --> 00:38:30,440
was chewing on this problem,
and he came up
696
00:38:30,509 --> 00:38:33,576
with a thought experiment that
gets right at the heart of it,
697
00:38:33,645 --> 00:38:37,480
and he called this
the Chinese room.
698
00:38:37,549 --> 00:38:40,950
Eagleman, voice-over:
The experiment goes like this.
699
00:38:41,019 --> 00:38:43,687
I'm locked in a room.
700
00:38:43,755 --> 00:38:48,692
Outside, there's someone who
only communicates in Chinese.
701
00:38:48,760 --> 00:38:51,728
She writes out some questions
702
00:38:51,797 --> 00:38:54,898
and then posts those
to me in the room.
703
00:38:54,966 --> 00:38:58,201
Now, I don't speak Chinese,
but I do have these books,
704
00:38:58,270 --> 00:39:01,438
and they give me instructions
on exactly what to do
705
00:39:01,506 --> 00:39:03,773
with these symbols,
so I look in the book,
706
00:39:03,842 --> 00:39:08,178
and... and if I can find
a match to the symbols,
707
00:39:08,246 --> 00:39:10,747
then the book tells me
exactly how to respond,
708
00:39:10,816 --> 00:39:13,016
so I can look up this response.
709
00:39:15,654 --> 00:39:18,788
That matches,
so now I can post this
710
00:39:18,857 --> 00:39:21,524
as the reply
to the message I received.
711
00:39:23,595 --> 00:39:25,595
Eagleman, voice-over:
When our Chinese speaker
712
00:39:25,664 --> 00:39:28,231
receives the message,
it makes perfect sense to her.
713
00:39:36,908 --> 00:39:39,476
Eagleman, voice-over:
As far as she's concerned,
714
00:39:39,544 --> 00:39:42,479
we're having a conversation
in her language.
715
00:39:42,547 --> 00:39:45,215
Just by following
a set of instructions,
716
00:39:45,283 --> 00:39:47,817
I can convince somebody
on the outside
717
00:39:47,886 --> 00:39:50,153
that I speak Chinese,
718
00:39:50,222 --> 00:39:52,922
and if I have a large enough set
of response books,
719
00:39:52,991 --> 00:39:56,459
I can have a conversation
about anything,
720
00:39:56,528 --> 00:39:58,294
but here's the important part.
721
00:39:58,363 --> 00:40:03,199
I, the operator,
do not understand Chinese.
722
00:40:03,268 --> 00:40:06,336
I can manipulate symbols
all day long,
723
00:40:06,405 --> 00:40:09,305
but none of it
has any meaning to me.
724
00:40:09,374 --> 00:40:11,908
The argument goes that this
725
00:40:11,977 --> 00:40:15,712
is just what happens
inside a computer.
726
00:40:15,781 --> 00:40:18,281
No matter how sentient it seems,
727
00:40:18,350 --> 00:40:21,951
the computer is only ever
following instructions,
728
00:40:22,020 --> 00:40:24,921
manipulating symbols.
729
00:40:28,693 --> 00:40:30,727
Now, not everybody agrees
with this interpretation
730
00:40:30,796 --> 00:40:32,162
of the Chinese room.
731
00:40:32,230 --> 00:40:34,831
Some people point out
that, although the operator
732
00:40:34,900 --> 00:40:37,967
doesn't understand Chinese,
the system as a whole,
733
00:40:38,036 --> 00:40:41,838
the operator plus the books,
does understand Chinese.
734
00:40:41,907 --> 00:40:44,374
Whatever the correct
interpretation,
735
00:40:44,443 --> 00:40:46,242
the important thing is this.
736
00:40:46,311 --> 00:40:49,078
It exposes the difficulty
and the mystery
737
00:40:49,147 --> 00:40:52,582
of how physical pieces and parts
738
00:40:52,651 --> 00:40:54,651
ever come to equal
739
00:40:54,719 --> 00:40:57,887
our experience of being alive
in the world.
740
00:40:59,691 --> 00:41:04,127
With every attempt to simulate
or create subjective experience,
741
00:41:04,196 --> 00:41:06,696
we're confronted with
one of the greatest mysteries
742
00:41:06,765 --> 00:41:09,399
of neuroscience.
743
00:41:09,468 --> 00:41:12,068
Every brain cell
is just a cell...
744
00:41:14,206 --> 00:41:18,074
Running its basic operations,
following its local rules.
745
00:41:18,143 --> 00:41:24,180
How do billions of these add up
to the feeling of me?
746
00:41:30,388 --> 00:41:33,022
If we want to see
how simple parts
747
00:41:33,091 --> 00:41:36,192
can give rise
to something bigger,
748
00:41:36,261 --> 00:41:38,828
one can look
to the natural world.
749
00:41:38,897 --> 00:41:40,763
The Houston zoo is home
750
00:41:40,832 --> 00:41:43,933
to a large colony
of leaf cutter ants.
751
00:41:45,537 --> 00:41:49,405
Individually, each ant
behaves simplistically,
752
00:41:49,474 --> 00:41:51,608
but when these ants
work together,
753
00:41:51,676 --> 00:41:54,577
the colony is like
a super organism
754
00:41:54,646 --> 00:41:58,348
that accomplishes
something much greater.
755
00:41:58,416 --> 00:42:01,184
All of these ants
have a different job.
756
00:42:01,253 --> 00:42:02,719
There are some that
are really, really good
757
00:42:02,787 --> 00:42:04,187
at just cutting leaves,
758
00:42:04,256 --> 00:42:06,589
others that are good
at carrying leaves,
759
00:42:06,658 --> 00:42:07,824
and then others that
do other functions
760
00:42:07,893 --> 00:42:09,392
within the group.
761
00:42:09,461 --> 00:42:11,694
They're independent,
but they all work
762
00:42:11,763 --> 00:42:13,530
towards a common cause,
763
00:42:13,598 --> 00:42:16,399
so they're all coming out doing
764
00:42:16,468 --> 00:42:18,535
what their job is
to do for the good
765
00:42:18,603 --> 00:42:20,770
of the whole colony.
766
00:42:20,839 --> 00:42:23,306
So do these ants communicate
by chemical signaling?
767
00:42:23,375 --> 00:42:24,541
Yes. They do.
768
00:42:24,609 --> 00:42:26,109
Whenever they find
something that is,
769
00:42:26,177 --> 00:42:28,177
you know, a great
leaf for them to cut
770
00:42:28,246 --> 00:42:30,280
or fruit or vegetables,
771
00:42:30,348 --> 00:42:32,549
uh, when one ant
goes and finds that,
772
00:42:32,617 --> 00:42:34,183
they will lay that signal,
773
00:42:34,252 --> 00:42:35,351
and then the rest
will just follow it,
774
00:42:35,420 --> 00:42:36,820
and it becomes a
very straight line.
775
00:42:36,855 --> 00:42:38,288
Instead of them branching out,
776
00:42:38,356 --> 00:42:39,789
going different directions
777
00:42:39,858 --> 00:42:41,291
to get to the same thing,
778
00:42:41,359 --> 00:42:43,593
they all follow the...
The chemical signal.
779
00:42:43,662 --> 00:42:45,528
So what happens
if one of these ants
780
00:42:45,597 --> 00:42:46,763
is just off by himself?
781
00:42:46,831 --> 00:42:48,898
So if we were to get this guy,
782
00:42:48,967 --> 00:42:50,433
this is a bigger ant here.
783
00:42:50,502 --> 00:42:52,635
Yeah. Poor guy. He's just...
He's just running...
784
00:42:52,704 --> 00:42:54,304
Going around in circles.
785
00:42:54,372 --> 00:42:55,438
Spinning in circles.
Yeah.
786
00:42:57,776 --> 00:42:59,342
He's not getting that signal,
787
00:42:59,411 --> 00:43:01,110
that chemical signal, back
788
00:43:01,179 --> 00:43:03,580
that, "you are going in
the right directions."
789
00:43:03,648 --> 00:43:06,149
Eagleman, voice-over:
This ant can't function
790
00:43:06,217 --> 00:43:08,651
outside the network
of local signals
791
00:43:08,720 --> 00:43:11,821
because he needs those
to tell him what do.
792
00:43:11,890 --> 00:43:13,923
Put him back into the network,
793
00:43:13,992 --> 00:43:17,493
and he does just what's needed
to serve the greater purpose.
794
00:43:19,531 --> 00:43:23,766
The scout ants only worry about
where to find the best plants.
795
00:43:23,835 --> 00:43:26,703
The leaf cutters do the cutting.
796
00:43:26,771 --> 00:43:31,541
The carriers know which parts
to bring back to the nest,
797
00:43:31,610 --> 00:43:37,981
and there, inside, other ants
build, tend, harvest, mate.
798
00:43:38,049 --> 00:43:40,016
It's an entire system
799
00:43:40,085 --> 00:43:43,453
regulated by local signaling
between them.
800
00:43:43,521 --> 00:43:48,257
In all of this,
no one ant sees the big picture
801
00:43:48,326 --> 00:43:51,794
about the agricultural society
they've created,
802
00:43:51,863 --> 00:43:53,896
and it doesn't matter.
803
00:43:53,965 --> 00:43:55,932
The power of the colony emerges
804
00:43:56,001 --> 00:43:59,869
from the local interactions
between the ants.
805
00:43:59,938 --> 00:44:01,771
Put enough ants together,
and, bang,
806
00:44:01,840 --> 00:44:04,741
you get a superorganism
with sophisticated properties
807
00:44:04,809 --> 00:44:08,177
that don't belong
to any of the parts,
808
00:44:08,246 --> 00:44:11,781
and this is the concept
of emergent properties.
809
00:44:11,850 --> 00:44:14,984
Put enough simple units together
and have them interact
810
00:44:15,053 --> 00:44:19,155
in the right ways,
and something larger emerges.
811
00:44:21,292 --> 00:44:26,229
The idea is that something
like this happens in the brain.
812
00:44:26,297 --> 00:44:28,464
A neuron has certain properties.
813
00:44:28,533 --> 00:44:31,134
It can gather chemical
and electrical signals
814
00:44:31,202 --> 00:44:34,404
and spit out signals
to other neurons,
815
00:44:34,472 --> 00:44:37,106
but fundamentally, it's a cell,
816
00:44:37,175 --> 00:44:39,842
like trillions of others
in the human body.
817
00:44:39,911 --> 00:44:43,880
It spends its life embedded
in a network of other cells,
818
00:44:43,948 --> 00:44:46,182
and, whatever its function,
819
00:44:46,251 --> 00:44:50,720
all it does is react
to local signals.
820
00:44:50,789 --> 00:44:53,790
Just like the ant,
a brain cell spends its life
821
00:44:53,858 --> 00:44:56,125
running its local programs,
822
00:44:56,194 --> 00:44:58,428
but get enough brain cells
together
823
00:44:58,496 --> 00:45:03,066
interacting in the right ways,
and the mind emerges.
824
00:45:04,803 --> 00:45:09,038
The concept of emergent
properties offers a possible way
825
00:45:09,107 --> 00:45:13,476
to understand how the vast
neural populations of the brain
826
00:45:13,545 --> 00:45:19,015
might produce consciousness, and
it gives rise to a question...
827
00:45:19,084 --> 00:45:21,984
Could consciousness
emerge from anything
828
00:45:22,053 --> 00:45:24,921
that has lots
of interacting parts?
829
00:45:24,989 --> 00:45:27,757
Could a city be conscious?
830
00:45:29,561 --> 00:45:31,561
Or maybe it's not enough
831
00:45:31,629 --> 00:45:34,163
to have lot of simple pieces
interacting.
832
00:45:34,232 --> 00:45:38,801
Maybe the parts need to interact
in very specific ways.
833
00:45:40,905 --> 00:45:43,806
If that's true,
then we might expect to find
834
00:45:43,875 --> 00:45:46,876
particular signatures
of activity
835
00:45:46,945 --> 00:45:48,978
in networks that are conscious.
836
00:45:53,518 --> 00:45:57,220
At the university of Wisconsin,
giulio tononi and his team
837
00:45:57,288 --> 00:46:01,023
are hunting
for those signatures.
838
00:46:01,092 --> 00:46:04,193
They're focusing on
the transition to consciousness
839
00:46:04,262 --> 00:46:08,998
that happens in the brain every
single day when we wake up.
840
00:46:11,870 --> 00:46:14,170
Tononi, voice-over:
When you wake up in the morning
841
00:46:14,239 --> 00:46:15,838
from a dreamless sleep,
842
00:46:15,907 --> 00:46:18,074
before, there was
absolutely nothing,
843
00:46:18,143 --> 00:46:20,343
and then you're awake,
844
00:46:20,411 --> 00:46:22,712
and in the... the space
of a few seconds,
845
00:46:22,781 --> 00:46:25,114
there is everything...
846
00:46:25,183 --> 00:46:28,718
Colors, sounds, people,
thoughts, desires,
847
00:46:28,787 --> 00:46:32,455
plans for the day, and,
of course, the world around you.
848
00:46:33,691 --> 00:46:35,625
That is consciousness.
849
00:46:37,762 --> 00:46:41,330
Eagleman, voice-over:
Tononi's experiments use tms,
850
00:46:41,399 --> 00:46:43,866
transcranial
magnetic stimulation,
851
00:46:43,935 --> 00:46:48,771
to make small, targeted
disruptions in brain activity,
852
00:46:48,840 --> 00:46:54,377
and they can do this while
a person is awake or asleep.
853
00:46:54,445 --> 00:46:57,313
In the awake brain,
an electrical pulse
854
00:46:57,382 --> 00:47:02,518
moves outwards across the cortex
like ripples on a pond,
855
00:47:02,587 --> 00:47:07,323
but in the sleeping brain,
only nearby areas react.
856
00:47:07,392 --> 00:47:09,225
The ripples hardly spread.
857
00:47:12,030 --> 00:47:14,897
Tononi, voice-over: When you
fall into dreamless sleep,
858
00:47:14,966 --> 00:47:19,302
somehow the neurons are not able
to talk to each other.
859
00:47:19,370 --> 00:47:22,872
What we activate with tms
remains very local.
860
00:47:22,941 --> 00:47:25,241
It remains there.
It doesn't travel anymore.
861
00:47:25,310 --> 00:47:28,110
Eagleman, voice-over:
That spread of activity
862
00:47:28,179 --> 00:47:31,881
across the waking brain
may be a clue to consciousness.
863
00:47:31,950 --> 00:47:34,250
While different regions
of the brain are invested
864
00:47:34,319 --> 00:47:37,486
in different tasks,
consciousness seems to have
865
00:47:37,555 --> 00:47:39,755
something to do with
integrating activity
866
00:47:39,824 --> 00:47:43,059
across vast brain territories,
867
00:47:43,127 --> 00:47:47,997
linking areas to produce
a single, unified experience.
868
00:47:48,066 --> 00:47:50,333
Tononi, voice-over:
You don't have an experience
869
00:47:50,401 --> 00:47:52,301
split in two pieces.
870
00:47:52,370 --> 00:47:54,337
When I see your shirt,
871
00:47:54,405 --> 00:47:57,540
I don't see a shape and the
color separated from each other.
872
00:47:57,609 --> 00:47:59,075
They are together.
873
00:47:59,143 --> 00:48:01,544
They are bound together,
so every experience is one.
874
00:48:03,181 --> 00:48:05,581
Eagleman, voice-over:
Every moment of experience
875
00:48:05,650 --> 00:48:10,052
is a composite created
from innumerable possibilities.
876
00:48:10,121 --> 00:48:12,922
I might be feeling
the heat of the day.
877
00:48:12,991 --> 00:48:15,691
I might be remembering an event
from high school.
878
00:48:15,760 --> 00:48:18,394
My stomach might be
digesting lunch.
879
00:48:18,463 --> 00:48:20,930
I'm also seeing. I'm hearing.
880
00:48:20,999 --> 00:48:23,866
My brain will create
my sense of self
881
00:48:23,935 --> 00:48:26,769
from all these
different strands.
882
00:48:26,838 --> 00:48:30,573
How the strands are woven
together is still a mystery,
883
00:48:30,642 --> 00:48:33,175
but tononi believes that
the key to consciousness
884
00:48:33,244 --> 00:48:37,113
is contained in these patterns
of interaction.
885
00:48:37,181 --> 00:48:40,182
He also believes that this key
886
00:48:40,251 --> 00:48:44,453
doesn't have to belong only
to biological creatures.
887
00:48:44,522 --> 00:48:46,722
That definitely
is how it evolved,
888
00:48:46,791 --> 00:48:50,293
and it takes an organization
of that kind to do it.
889
00:48:50,361 --> 00:48:52,962
It just needs to be made
the right way.
890
00:49:01,072 --> 00:49:04,273
Eagleman, voice-over: Building
consciousness on another medium
891
00:49:04,342 --> 00:49:07,143
is still squarely
in the realm of speculation.
892
00:49:09,614 --> 00:49:12,782
It could turn out that there's
something special about neurons
893
00:49:12,850 --> 00:49:18,688
so that only a biological brain
could produce consciousness.
894
00:49:18,756 --> 00:49:21,958
Nonetheless, this idea
offers us a glimpse
895
00:49:22,026 --> 00:49:24,327
of one possible future.
896
00:49:26,197 --> 00:49:29,598
With powerful enough computers
simulating all the interactions
897
00:49:29,667 --> 00:49:32,635
of a human brain,
we could one day become
898
00:49:32,704 --> 00:49:36,339
nonbiological beings,
and that would be
899
00:49:36,407 --> 00:49:39,442
the greatest leap
in the history of our species.
900
00:49:39,510 --> 00:49:42,178
We could leave
these bodies behind.
901
00:49:45,249 --> 00:49:49,018
Digitally, you could live
whatever life you wanted
902
00:49:49,087 --> 00:49:54,190
wherever you wanted with a kind
of immortality on offer.
903
00:49:54,258 --> 00:49:56,392
While the stars
are far beyond the reach
904
00:49:56,461 --> 00:49:59,528
of any flesh-and-blood
human lifespan,
905
00:49:59,597 --> 00:50:02,932
you could be uploaded
and sent off
906
00:50:03,001 --> 00:50:06,235
to experience
other solar systems...
907
00:50:08,473 --> 00:50:13,009
Or you could enter an existence
in a simulated world...
908
00:50:14,712 --> 00:50:16,579
One in which you flew...
909
00:50:18,649 --> 00:50:22,518
Or lived underwater
910
00:50:22,587 --> 00:50:24,587
or lived a life of luxury.
911
00:50:27,392 --> 00:50:31,127
Maybe you could journey
into a reconstructed version
912
00:50:31,195 --> 00:50:33,496
of the past.
913
00:50:35,233 --> 00:50:40,036
When we imagine simulated life,
the choices are endless,
914
00:50:40,104 --> 00:50:42,505
and they include
a strange possibility
915
00:50:42,573 --> 00:50:45,274
that what we're talking about
is something
916
00:50:45,343 --> 00:50:48,811
that's happening already
right now.
917
00:50:48,880 --> 00:50:52,848
The simulation could look
something like this,
918
00:50:52,917 --> 00:50:56,352
and it could be
that we're already in it.
919
00:50:56,421 --> 00:51:00,956
Now, that idea
might seem preposterous,
920
00:51:01,025 --> 00:51:05,461
but it's surprisingly difficult
to disprove.
921
00:51:05,530 --> 00:51:07,863
It seems hard to imagine
that all of this
922
00:51:07,932 --> 00:51:10,666
could be a simulation,
but we already know
923
00:51:10,735 --> 00:51:13,035
how easily we can be fooled.
924
00:51:13,104 --> 00:51:14,870
Every night
when you go to sleep,
925
00:51:14,939 --> 00:51:18,174
you have bizarre dreams,
and when you're there,
926
00:51:18,242 --> 00:51:22,078
you believe those worlds
entirely.
927
00:51:22,146 --> 00:51:25,881
The fact that you can be
so fooled by your dreams
928
00:51:25,950 --> 00:51:28,184
is sufficient reason to question
929
00:51:28,252 --> 00:51:31,987
what you're experiencing
right now.
930
00:51:32,056 --> 00:51:36,659
The philosopher Rene descartes
wondered, "how can we ever know
931
00:51:36,727 --> 00:51:40,329
whether what we're experiencing
is reality?"
932
00:51:40,398 --> 00:51:43,232
He said, "how do I know
I'm not just a brain in a vat
933
00:51:43,301 --> 00:51:46,235
"that's being stimulated
in just the right ways
934
00:51:46,304 --> 00:51:49,038
"so that I believe
that I'm touching the ground
935
00:51:49,107 --> 00:51:52,174
and seeing people
and hearing their voices?"
936
00:51:52,243 --> 00:51:55,611
And he realized
there's no way to know,
937
00:51:55,680 --> 00:51:59,081
but he realized something else,
that there's some me
938
00:51:59,150 --> 00:52:03,986
at the center of all this
trying to figure this out,
939
00:52:04,055 --> 00:52:07,356
so even if I am a brain
in a simulation,
940
00:52:07,425 --> 00:52:09,625
I'm thinking about it,
941
00:52:09,694 --> 00:52:12,228
and, therefore, I am.
942
00:52:23,174 --> 00:52:25,541
Over the course of this series,
943
00:52:25,610 --> 00:52:27,309
we've discovered
just how complex
944
00:52:27,378 --> 00:52:31,714
and remarkable
the human brain is,
945
00:52:31,782 --> 00:52:37,153
how reality is something
constructed inside our heads,
946
00:52:37,221 --> 00:52:40,723
how we're built
to need others...
947
00:52:42,293 --> 00:52:47,229
How so much of who we are
and what we chose to do
948
00:52:47,298 --> 00:52:51,066
is governed by factors
outside our conscious minds.
949
00:52:55,106 --> 00:52:59,475
Now it seems to me that we stand
at a major turning point,
950
00:52:59,544 --> 00:53:04,980
one where we might take control
of our own development.
951
00:53:05,049 --> 00:53:09,652
We face a future
of uncharted possibilities
952
00:53:09,720 --> 00:53:13,522
in which our relationship
with our own body,
953
00:53:13,591 --> 00:53:16,892
our relationship with the world,
954
00:53:16,961 --> 00:53:20,563
the very basic nature
of who we are
955
00:53:20,631 --> 00:53:23,832
is set to be transformed.
956
00:53:25,503 --> 00:53:27,570
For thousands of generations,
957
00:53:27,638 --> 00:53:31,073
humans have lived the same
life cycle over and over.
958
00:53:31,142 --> 00:53:34,510
We're born.
We control a fragile body.
959
00:53:34,579 --> 00:53:38,380
We experience a limited reality,
and we die,
960
00:53:38,449 --> 00:53:41,850
but science and technology
are giving us tools
961
00:53:41,919 --> 00:53:45,821
to transcend
that evolutionary story.
962
00:53:45,890 --> 00:53:49,959
Our brains don't have to remain
as we've inherited them.
963
00:53:50,027 --> 00:53:52,962
We're capable of extending
our reality,
964
00:53:53,030 --> 00:53:54,964
of inhabiting new bodies,
965
00:53:55,032 --> 00:53:59,568
and possibly shedding
our physical forms altogether.
966
00:53:59,637 --> 00:54:02,504
Our species is just
at the beginning of something,
967
00:54:02,573 --> 00:54:06,742
and we're discovering the tools
to shape our own destiny.
968
00:54:06,811 --> 00:54:10,579
Who we become is up to us.
969
00:54:10,648 --> 00:54:18,648
"The brain with David eagleman"
970
00:54:19,290 --> 00:54:21,323
"the brain with David eagleman"
971
00:54:21,392 --> 00:54:22,725
is available on DVD.
972
00:54:22,793 --> 00:54:24,193
The companion book is
973
00:54:24,262 --> 00:54:25,628
also available.
974
00:54:25,696 --> 00:54:28,063
To order, visit
shoppbs. Org
975
00:54:28,132 --> 00:54:29,601
or call
1-800-play-pbs.
77671
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