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welcome to the huberman Lab podcast | |
where we discuss science and | |
science-based tools for everyday life | |
I'm Andrew huberman and I'm a professor | |
of neurobiology and Ophthalmology at | |
Stanford school of medicine today my | |
guest is Dr Matthew McDougall Dr Matthew | |
McDougall is the head neurosurgeon at | |
neurolink neurolink is a company whose | |
goal is to develop Technologies to | |
overcome specific clinical challenges of | |
the brain and nervous system as well as | |
to improve upon brain design that is to | |
improve the way that brains currently | |
function by augmenting memory by | |
augmenting cognition and by improving | |
communication between humans and between | |
machines and humans these are all of | |
course tremendous goals and neurolink is | |
uniquely poised to accomplish these | |
goals because they are approaching these | |
challenges by combining both existing | |
knowledge of brain function from the | |
fields of Neuroscience and neurosurgery | |
with robotics machine learning computer | |
science and the development of Novel | |
devices in order to change the ways that | |
human brains work for the better today's | |
conversation with Dr Matthew McDougall | |
is a truly special one because I and | |
many others in science and medicine | |
consider neurosurgeons the astronauts of | |
Neuroscience in the brain that is they | |
go where others have simply not gone | |
before and are in a position to discover | |
incredibly novel things about how the | |
human brain works because they are | |
literally in there probing and cutting | |
stimulating Etc and able to monitor how | |
people's cognition and behavior and | |
speech changes as the brain itself has | |
changed structurally and functionally | |
today's discussion with Dr McDougall | |
will teach you how the brain works | |
through the lens of a neurosurgeon it | |
will also teach you about neuralink | |
specific perspective about which | |
challenges of brain function and disease | |
are immediately tractable which ones | |
they are working on now that is as well | |
as where they see the future of | |
augmenting brain function for sake of | |
treating disease and for simply making | |
brains work better | |
today's discussion also gets into the | |
realm of devising the peripheral nervous | |
system in fact one thing that you'll | |
learn is that Dr McDougall has a radio | |
receiver implanted in the periphery of | |
his own body he did this not to overcome | |
any specific clinical challenge but to | |
overcome a number of daily everyday life | |
challenges and in some ways to | |
demonstrate the powerful utility of | |
combining novel machines novel devices | |
with what we call our nervous system and | |
different objects and Technologies | |
within the world I know that might sound | |
a little bit mysterious but you'll soon | |
learn exactly what I'm referring to and | |
by the way he also implanted his family | |
members with similar devices so while | |
all of this might sound a little bit | |
like science fiction this is truly | |
science reality these experiments both | |
the implantation of specific devices and | |
the attempt to overcome specific | |
movement disorders such as Parkinson's | |
and other disorders of deep brain | |
function as well as to augment the human | |
brain and make it work far better than | |
it ever has in the the course of human | |
evolution are experiments and things | |
that are happening now at neuralink Dr | |
McDougall also generously takes us under | |
the hood so to speak of what's happening | |
at neurolink explaining exactly the | |
sorts of experiments that they are doing | |
and have planned how they are | |
approaching those experiments we get | |
into an extensive conversation about the | |
utility of animal versus human research | |
in probing brain function and in | |
devising and improving the human brain | |
and in overcoming disease in terms of | |
neurosurgery and neural links goals by | |
the end of today's episode you will have | |
a much clearer understanding of how | |
human brains work and how they can be | |
improved by Robotics and engineering and | |
you'll have a very clear picture of what | |
neural link is doing toward these goals | |
Dr McDougall did his medical training at | |
the University of California San Diego | |
and at Stanford University School of | |
Medicine and of course is now at | |
neurolink so he is in a unique stance to | |
teach us about human brain function and | |
dysfunction and to explain to us what | |
the past present and future of brain | |
augmentation is really all about before | |
we begin I'd like to emphasize that this | |
podcast is separate from my teaching and | |
research roles at Stanford it is however | |
part of my desire and effort to bring | |
zero cost to Consumer information about | |
science and science related tools to the | |
general public in keeping with that | |
theme I'd like to thank the sponsors of | |
today's podcast our first sponsor is | |
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first box and now for my discussion with | |
Dr Matthew McDougall Dr McDougall | |
welcome good to be here nice to see | |
Andrew great to see you again uh we'll | |
get into our history a little bit later | |
but just to kick things off | |
as a neurosurgeon and as a | |
neuroscientist can you share with us | |
your vision of the brain as an organ as | |
it relates to what's possible there I | |
mean I think most everyone understands | |
that the brain is along with the body | |
the seat of our cognition feelings our | |
ability to move Etc and the Damage there | |
can limit our ability to feel the way we | |
want to feel or move the way we want to | |
move but | |
surgeons tend to view the world a little | |
bit differently than most because as the | |
not so funny joke goes you know they | |
like to cut and they like to fix and | |
they like to mend and they in your case | |
have the potential to add things into | |
the brain that don't exist there already | |
so how do you think about and | |
conceptualize the brain as an organ and | |
what do you think is really possible | |
with the brain that most of us don't | |
already probably think about yeah that's | |
a great question | |
thinking about the brain as this three | |
pound lump of meat trapped in a prison | |
of the skull | |
it seems almost magical that it could | |
create a you know human a human set of | |
behaviors and a life | |
merely from electrical impulses when you | |
start to see patients and see say a | |
small tumor eating away at a little part | |
of the brain and see a very discrete | |
function of that brain go down in | |
isolation you start to realize that the | |
brain really is a collection of | |
functional modules pinned together duct | |
taped together | |
um in this in this bone box attached to | |
your head | |
um and sometimes you see very | |
interesting failure modes so one of the | |
most | |
memorable patience I ever had was very | |
early on in my training I was down at UC | |
San Diego and saw a very young guy who | |
had just been in a car accident we had | |
operated on him and you know as is so | |
often the case in neurosurgery we had | |
saved his life | |
potentially at the cost of quality of | |
life | |
when he woke from surgery with bilateral | |
frontal lobe damage he had essentially | |
no | |
impulse control left and so | |
you know we rounded on him after surgery | |
saw that he was doing okay to our you | |
know first guess at his uh health and we | |
continued on to see our other patients | |
and we were called back by his you know | |
80 year old recovery room nurse saying | |
you've got to come see your patient | |
right away something's wrong and we walk | |
in to see him and he points at his | |
elderly nurse and says she won't have | |
sex with me | |
and you know it was Apparent at that | |
moment his frontal lobes were gone and | |
that person is never going to have | |
reasonable human behavior again | |
um | |
and uh that's you know it's one of the | |
most tragic ways to have a brain | |
malfunction but uh you know anything a | |
brain does anything from control of | |
hormone levels in your body to Vision to | |
sensation to you know the most obvious | |
thing which is muscle movement of any | |
kind from eye movement to moving your | |
bicep all that comes out of the brain | |
all of it can go wrong any of it any | |
part of it or all of it | |
um | |
so yeah working with the brain is the | |
substance of the brain as a surgeon very | |
high stakes but you know once in a while | |
you get a chance to really help you get | |
a chance to fix something that seems | |
unfixable and you have you know | |
lazarus-like Miracles not not too | |
uncommonly so it's extremely satisfying | |
as a career | |
could you share with us one of the more | |
satisfying experiences or perhaps the | |
top Contour of what um qualifies as | |
satisfying in in neurosurgery yeah | |
um you know one of the relatively newer | |
techniques that we do is you know if | |
someone comes in with a reasonably small | |
tumor somewhere deep in the brain that's | |
hard to get to the traditional approach | |
to taking that out would involve cutting | |
through a lot of good normal brain and | |
disrupting a lot of neurons a lot of | |
white matter that you know kind of the | |
wires connecting neurons | |
um then the modern approach involves a | |
two millimeter drill hole in the skull | |
down which you can pass a little fiber | |
optic uh cannula and and uh attach it to | |
a laser and just heat the tumor up deep | |
inside the brain under direct MRI | |
visualization in real time so your this | |
person is in the MRI scanner you're | |
taking pictures every second or so as | |
the tumor heats up you can monitor the | |
temperature and get it exactly where you | |
want it where it's going to kill all | |
those tumor cells but not hurt hardly | |
any of the brains surrounding it and so | |
not uncommonly nowadays we have someone | |
come in with a tumor that previously | |
would have been catastrophic to operate | |
on and we can eliminate that tumor with | |
you know leaving a poke hole in their | |
skin | |
with almost no visual After Effects so | |
that procedure that you just described | |
translates into better clinical outcomes | |
meaning fewer let's call them side | |
effects or collateral damage exactly | |
right yeah we don't you know even in | |
cases that previously would have | |
considered totally inoperable say a | |
tumor in the brain stem or a tumor in | |
primary motor cortex or primary verbal | |
areas Brokers area | |
uh where we would have expected to | |
either not operate or do catastrophic | |
damage those people sometimes now are | |
coming out unscathed | |
I'm very curious about the sorts of | |
basic information about brain function | |
that can be gleaned from these clinical | |
approaches of lesions and | |
um strokes and um maybe even stimulation | |
so for instance in your example of this | |
patient that had bilateral frontal | |
damage | |
what do you think his lack of Regulation | |
reveals about the normal functioning of | |
the frontal lobes because I think the | |
obvious answer to most people is going | |
to be well the frontal lobes are | |
normally | |
um | |
limiting impulsivity right but as we | |
both know because the brain has | |
excitatory and inhibitory neurons to | |
sort of accelerators and breaks on | |
communication right that isn't | |
necessarily the straightforward answer | |
um it could be for instance that the | |
frontal lobes are acting as conductors | |
right and are kind of | |
um important but not the immediate | |
players in determining impulsivity so | |
um two questions really what do you | |
think the frontal lobes are doing | |
because I'm very intrigued by this uh | |
human expanded real estate we have a lot | |
of it compared to other animals and more | |
generally what do you think damage of a | |
given neural tissue | |
means in terms of understanding the | |
basic function of that tissue yeah it | |
varies I think from tissue to tissue but | |
with respect to the frontal lobes I | |
think they act as sort of a filter they | |
selectively are saying | |
backward to the rest of the brain behind | |
them | |
when part of your brain says that looks | |
very attractive I want to go grab it and | |
take it you know out of the jewelry | |
display case or you know whatever | |
the frontal lobes are saying | |
you can if you go pay for it first right | |
they're filtering the behavior they're | |
they're letting the impulse through | |
maybe uh but in a controlled way | |
um this is very high level very broad uh | |
thinking about how the frontal lobes | |
work and that | |
that patient I mentioned earlier is a | |
great example of when they go wrong you | |
know he had this impulse sort of strange | |
impulse to be attracted to his nurse | |
that normally it would be easy for our | |
frontal lobes to say this is completely | |
inappropriate wrong setting wrong person | |
wrong time | |
uh | |
in his case he had nothing there and so | |
even the slightest inclination to uh to | |
want something came right out to the | |
surface so | |
um yeah a filter calming the rest of the | |
brain down from acting on every possible | |
impulse when I was a graduate student I | |
was um running what are called you know | |
these uh what these are but just to | |
inform you what are called acutes which | |
are | |
um neurophysiological experiments that | |
last several days because at the end you | |
uh you terminate the animal this isn't | |
uh my apologies to those that um are | |
made uncomfortable by animal research I | |
now work on humans so a different type | |
of animal but at the time we were | |
running these acutes that would start | |
one day and maybe end two or three days | |
later and so you get a lot of data the | |
animals anesthetized and doesn't feel | |
any pain the entire time of the surgery | |
but the um one consequence of these | |
experiments is that the experimenter me | |
and another individual are awake for | |
several days with an hour of sleep here | |
an hour of sleep there but you're | |
basically awake for two three days | |
something that really I could only do in | |
my teens and 20s I was in my 20s at the | |
time and I recall | |
um going to eat at a diner after one of | |
these experiments and I was very hungry | |
and the waitress walking by with a tray | |
full of food for another table | |
and it took every bit of self-control to | |
not get up and take the food off the | |
tray something that of course is totally | |
inappropriate and I would never do and | |
it must have been based on what you just | |
said that my forebrain was essentially | |
going offline or offline from the sleep | |
deprivation right because there was a | |
moment there where I thought I might | |
reach up and grab a plate of food | |
passing by simply because I wanted it | |
right and um I didn't | |
um but I can relate to the experience of | |
feeling like the shh response is a | |
flickering in and out under conditions | |
of sleep deprivation so do we know | |
whether or not sleep deprivation limits | |
for brain activity in a similar kind of | |
way you know I I don't know specifically | |
if that effect is more pronounced in the | |
forebrain as opposed to other brain | |
regions but it's clear that sleep | |
deprivation has broad effects all over | |
the brain people start to see visual | |
hallucinations so the opposite end of | |
the brain as you know the visual cortex | |
in the far back | |
the brain is affected people People's | |
Court motor coordination goes down after | |
sleep deprivation so | |
um I think you know if I if you force me | |
to give a definitive answer on that | |
question I'd have to guess that the | |
entire brain is affected by sleep | |
deprivation and it's not clear that one | |
part of the brain is more effective than | |
another | |
so we've been talking about damage to | |
the brain and inferring function from | |
damage uh maybe we could talk a little | |
bit about what I consider really the | |
Holy Grail of the nervous system which | |
is neuroplasticity this incredible | |
capacity of the nervous system to change | |
its wiring strengthen connections weaken | |
connections maybe new neurons but | |
probably more strengthening and | |
weakening of connections right nowadays | |
we hear a lot of excitement about | |
so-called classical psychedelics like | |
LSD and psilocybin which do seem to | |
quote unquote open plasticity they do a | |
bunch of other things too but | |
um through the release of | |
neuromodulators like serotonin and so | |
forth | |
how do you think about neuroplasticity | |
and more specifically | |
what do you think the potential for | |
neuroplasticity is in the adult so let's | |
say older than 25 year old brain | |
with or without | |
machines being involved because | |
um in your role at neurolink and as a | |
neurosurgeon in other clinical settings | |
surely you are using machines and surely | |
you've seen plasticity in the positive | |
and negative direction right | |
what do you think about plasticity | |
what's possible there without machines | |
what's possible with machines so as you | |
mentioned or alluded to the plasticity | |
definitely goes down in older brains | |
uh it it is harder for older people to | |
learn new things to make radical changes | |
in their behavior uh to you know kick | |
habits that they've had for years | |
um | |
machines aren't the obvious answer so | |
implanted electrodes and computers | |
aren't the obvious answer to increased | |
plasticity necessarily compared to | |
drugs we already know that there are | |
pharmacologics some of the ones you | |
mentioned psychedelics that have a broad | |
impact on plasticity yeah it's hard to | |
know which area of the brain would be | |
most potent as a stimulation Target for | |
an electrode to broadly juice plasticity | |
compared to uh you know pharmacologic | |
agents that we already know about | |
I think with plasticity you're talking | |
in general you're talking about the | |
entire brain you're talking about | |
altering you know a trillion synapses | |
all in a similar way in their tendency | |
to be rewireable to their tendency to be | |
up or down weighted and | |
an electrical stimulation Target in the | |
brain necessarily has to be focused you | |
know with a device like potentially | |
neural links there might be a more broad | |
ability to steer current to multiple | |
targets with some degree of control but | |
you're never going to get that broad | |
um Target ability with uh | |
any electrodes that I can see coming in | |
our lifetimes so say that would be | |
coding the entire surface and depth of | |
the brain the way that a drug can and so | |
I think plasticity research will bear | |
the most fruit when it focuses on | |
pharmacologic agents I wasn't expecting | |
that answer given that you're at neural | |
link and um and then again I think that | |
all of us me included need to take a | |
step back and realize that while we may | |
think we know what is going on at | |
neurolink in terms of the specific goals | |
and the general goals and I certainly | |
have in mind I think most people have in | |
mind a chip implanted in the brain or | |
maybe even the peripheral nervous system | |
that can | |
give people super memories or some other | |
augmented capacity we really don't know | |
what you all are doing there and for all | |
we know um you guys are taking or | |
administering psilocybin and combining | |
that with stimulation I mean we really | |
don't know and I say this | |
um with a with a tone of excitement | |
because | |
um I think that one of the things that's | |
so exciting about the different | |
Endeavors that Elon has really | |
spearheaded | |
um SpaceX Tesla Etc is that early on | |
there's there's a lot of Mystique right | |
you know Mystique is a quality that | |
um is not often talked about but | |
um it's I think a very exciting time in | |
which | |
Engineers are starting to toss up big | |
problems and go for it and obviously | |
Elon is | |
certainly among the best if not the best | |
in terms of going really big I mean Mars | |
seems pretty far to me right electric | |
cars are all over the road nowadays are | |
very different than the picture a few | |
years ago right when you didn't see so | |
many of them | |
rockets and so forth and now the brain | |
so | |
to the extent that you are allowed could | |
you share with us what your vision for | |
the missions at neurolink are and what | |
the general scope of missions are and | |
then | |
um if possible uh share with us some of | |
the more specific goals I can imagine | |
basic goals of trying to understand the | |
brain and augment the brain I could | |
imagine clinical goals of trying to | |
repair things in humans that are | |
suffering in some way or animals for | |
that matter yeah it's it's funny what | |
you mentioned uh | |
neuralink and I think Tesla and SpaceX | |
before it end up being these blank | |
canvases that people project their hopes | |
and fears onto and so we we experience a | |
lot of upside in this people you know | |
assume that we have superpowers in our | |
ability to alter the way brains work and | |
people have terrifying fears of the | |
horrible things we're going to do | |
uh for the most part those extremes are | |
not true uh you know we are making a | |
neural implant we have a robotic | |
insertion device that helps Place tiny | |
electrodes the size uh smaller than the | |
size of a human hair all throughout a | |
small region of the brain in in the | |
first indication that we're aiming at we | |
are hoping to implant a series of these | |
electrodes into the brains of people | |
that have had a bad spinal cord injury | |
so people that are essentially | |
quadriplegic they have perfect brains | |
but they can't move use them to move | |
their body they can't move their arms or | |
legs because of some high-level spinal | |
cord damage exactly right and so this | |
you know pristine motor cortex up in | |
their brain is completely capable of | |
operating a human body it's just not | |
wired properly any longer to a human's | |
arms or legs and so our goal is to place | |
this implant into a motor cortex and | |
have that person be able to then control | |
a computer so a mouse and a keyboard as | |
if they had their hands on a mouse and a | |
keyboard even though they aren't moving | |
their hands their motor intentions are | |
coming directly out of the brain into | |
the device and so they're able to regain | |
their digital freedom uh and connect | |
with the world through the internet | |
why use robotics to insert these chips | |
and the reason I asked that is that sure | |
I can imagine that a robot could be more | |
precise | |
or less precise but in theory more | |
precise than the human hand no tremor | |
for instance right | |
um uh more Precision in terms of uh | |
maybe even a little micro detection | |
device on the the tip of the blade or or | |
something that could detect a capillary | |
that you would want to avoid and swerve | |
around that the human eye couldn't | |
detect and you and I both know however | |
that no two brains nor are the two sides | |
of the same brain | |
identical right so navigating through | |
the brain is perhaps best carried out by | |
a human however and here I'm going to | |
interrupt myself again and say | |
10 years ago face recognition | |
was very clearly performed better by | |
humans than machines and I think now | |
machines do it better right so is this | |
the idea that eventually or maybe even | |
now robots are better surgeons than | |
humans are in in this limited case yes | |
uh these electrodes are so tiny and the | |
blood vessels on the surface of the | |
brain so numerous and so densely packed | |
that a human physically can't do this a | |
human hand is not steady enough to grab | |
this you know couple Micron width Loop | |
uh at the end of our electrode thread | |
and place it accurately uh blindly by | |
the way into the cortical surface | |
accurately enough at the right depth to | |
get through all the cortical layers that | |
we want to reach | |
and | |
I would love if human surgeons were you | |
know essential to this process | |
but very soon humans run out of motor | |
skills sufficient to do this job and so | |
we are required in this case to lean on | |
robots to do this incredibly precise uh | |
incredibly fast incredibly numerous | |
placement of electrodes into the right | |
area of the brain so in some ways | |
neurolink is pioneering the development | |
of robotic surgeons as much as it's | |
pioneering the exploration and | |
augmentation and treatment of human | |
brain conditions right and as the device | |
exists currently as we're submitting it | |
to the FDA it is only for the placement | |
of the electrodes the the robot it's | |
part of the surgery I or or another | |
neurosurgeon still needs to do the you | |
know the more crude part of opening the | |
skin and skull and presenting the | |
robotic pristine brain surface to sew | |
Electric threads into | |
well surely getting quadriplegics to be | |
able to move again or maybe even to walk | |
again is a um heroic goal and one that I | |
think everyone would agree would be | |
wonderful to accomplish is that the | |
first goal because it's hard but doable | |
right | |
um or is that the first goal because you | |
and Elon and other folks at neurolink | |
have a passion for getting paralyzed | |
people to move again yeah broadly | |
speaking you know the mission of | |
neuralink is to reduce human suffering | |
at least in the near term you know | |
there's hope that eventually there's a | |
use here that makes sense for a brain | |
interface to bring AI as a tool embedded | |
in the brain that a human can use to | |
augment their capabilities I think | |
that's pretty far down the road for us | |
but definitely on a desired roadmap in | |
the near term we really are focused on | |
people with terrible medical problems | |
that have no options right now | |
with regard to motor control | |
you know our mutual friend recently | |
departed Krishna shenoy was a giant in | |
this field of motor prosthesis it just | |
so happens that his work was | |
foundational for a lot of people that | |
work in this area including us and he | |
was an advisor to neuralink | |
um that work was farther along than most | |
other work for addressing any function | |
that lives on the surface of the brain | |
the physical constraints of our approach | |
require us currently to focus on only | |
surface features on the brain so we | |
can't say go to the really | |
um | |
very compelling surface deep depth | |
functions that happen in the brain like | |
you know mood appetite addiction pain | |
sleep we'd love to get to that place | |
eventually but in the immediate future | |
our first indication or two or three | |
will probably be brain surface functions | |
like motor control | |
I'd like to take a quick break and | |
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those listening the outer portions of | |
the brain are | |
filled with or consist of rather | |
neocortex so the the bumpy stuff that | |
looks like sea coral some forms of sea | |
coral look like brains or brains look | |
like them and then underneath uh reside | |
a lot of the brain structures that | |
control what Matt just referred to um | |
things controlling mood hormone output | |
how awake or asleep the brain is | |
um and would you agree that those deeper | |
regions of the brain have in some ways | |
more predictable functions I mean that | |
lesions there or stimulation there lead | |
to more predictable outcomes in terms of | |
deficits or improvements in function | |
yeah in some way yes I mean the the | |
deeper parts of the brain tend to be | |
more stereotyped as in more similar | |
between species than the the outer | |
surface of the brain they're kind of the | |
firmware or the the housekeeping | |
functions to some degree body | |
temperature blood pressure sex | |
motivation | |
hunger or things that you don't really | |
need to vary dramatically between a fox | |
and a human being | |
whereas the the outer more reasoning | |
functions of problem-solving functions | |
between a fox and a human are vastly | |
different and so the physical | |
requirements of those brain outputs are | |
different | |
I think I heard Elon describe it as the | |
human brain is I'm essentially a monkey | |
brain with a super computer placed on | |
the outside which | |
um sparked some interesting ideas about | |
what neocortex is doing we have all this | |
brain real estate on top of all that | |
more stereotyped function type stuff in | |
the deeper brain and it's still unclear | |
what neocortex is doing in the case of | |
frontal cortex as you mentioned earlier | |
it's clear that it's um providing some | |
quieting of of impulses some context | |
setting rule setting context switching | |
all of that makes good sense but then | |
there are a lot of cortical areas that | |
sure involved in Vision or touch or | |
hearing but then there's also a lot of | |
real estate that just feels un | |
unexplored right so I'm curious whether | |
or not in your clinical work or work | |
with neural link | |
um or both whether or not you have ever | |
encountered neurons | |
that do something that's really peculiar | |
and intriguing | |
um and here I'm referring to examples | |
that could be anywhere in the brain yeah | |
like where you go wow like these neurons | |
when I stimulate them or when they're | |
taken away lead to something kind of | |
bizarre but interesting yeah yeah | |
there's | |
um the one that comes immediately to | |
mind is unfortunately in a terrible case | |
in kids that have a tumor in the | |
hypothalamus that lead to what we call | |
gelastic seizures which is sort of an | |
uncontrollable fit of laughter there's | |
been cases in the literature where this | |
laughter is so uncontrollable and so | |
pervasive that people suffocate from | |
failing to breathe where they laugh | |
until they pass out | |
and so you know you don't normally think | |
of a deep structure in the brain like | |
the hypothalamus as being involved in | |
the you know a function like | |
humor and and certainly when we think | |
about this kind of laughter in these | |
kids with tumors it's | |
mirthless laughter is the the kind of | |
textbook phrase | |
humorless laughter it's just a reflexive | |
um almost | |
zombie-like behavior and | |
it comes from a very small population of | |
neurons deep in the brain this is one of | |
the other sort of strange | |
loss of functions you might say is you | |
know it's it's nice that you and I can | |
sit here and not have constant uh | |
disruptive fits of laughter coming out | |
of our bodies but that that's a neuronal | |
function that's you know thank goodness | |
due to neurons properly wired and | |
properly functioning and any neurons | |
that do anything like this can be broken | |
and so we see this in horrifying cases | |
like that from time to time | |
so I'm starting to sense that there are | |
two broad bins of approaches to | |
augmenting the brain either to treat | |
disease or for sake of increasing memory | |
creating super brains Etc one category | |
you alluded to earlier which is | |
pharmacology and you specifically | |
mentioned that the tremendous power that | |
pharmacology holds right whether or not | |
it's through psychedelics or through | |
prescription drug or you know some other | |
compound | |
the other approach are these little | |
microelectrodes that are extremely | |
strategically placed right into multiple | |
regions in order to play essentially a | |
concert of electricity that is exactly | |
right to get a quadriplegic moving | |
um | |
that Sparks two questions first of all | |
is there a role for and is neural link | |
interested in combining pharmacology | |
with stimulation | |
so not immediately right now we're | |
solely focused on the extremely hard | |
some might say the hardest problem | |
facing humans right now of decoding the | |
brain through electrical stimulation and | |
recording that's that's enough for us | |
for now so um to just uh give us a bit | |
Fuller picture of this you were talking | |
about a patient who can't move their | |
limbs because they've have spinal cord | |
damage right | |
um the motor cortex that controls | |
movement is in theory fine right you | |
make a small hole in the skull and | |
through that hole a robot is going to | |
place electrodes | |
obviously motor cortex but then where | |
how is the idea that you're going to | |
play a concert from different locations | |
you're going to hit all the keys on the | |
piano in different combinations and then | |
figure out what can move the limbs what | |
I'm alluding to here is I still don't | |
understand how the signals are going to | |
get out of motor cortex past the lesion | |
and into | |
um and out to the limbs because the | |
lesion hasn't been dealt with at all in | |
this scenario so just to clarify there I | |
I | |
should emphasize we're not in the | |
immediate future talking about | |
reconnecting the brain to the patient's | |
own limbs that's on the road map but | |
it's way down the road map a few years | |
what we're talking about in the | |
immediate future is having the person be | |
able to control electronic devices | |
around them with their motor intentions | |
alone right so prosthetic hand and arm | |
or just Mouse and and keys on a mouse | |
and keys on a keyboard for starters so | |
you wouldn't see anything in the world | |
move | |
uh as they have an intention the patient | |
might imagine say flexing their fist or | |
moving their wrist and what would happen | |
on the screen is the mouse would move | |
down and left and click on an icon and | |
bring up their word processor and then a | |
keyboard at the bottom of the screen | |
would allow them to you know select | |
letters in sequence and they could type | |
this is the easy place to start easy in | |
quotes I would say because | |
um the transformation of electrical | |
signals from motor cortex through the | |
brain stem into the spinal cord and out | |
to the muscles is somewhat known right | |
through 100 years or more of incredible | |
laboratory research right but the | |
transformation meaning how to take the | |
electrical signals out of motor cortex | |
and put it into a a mouse or a robot arm | |
that's not a trivial problem I mean that | |
that's a whole other set of problems in | |
fact well we're taking we're unloading | |
some of that difficulty from uh from the | |
the brain itself from the brain of the | |
patient and putting some of that into | |
software so we're using smarter | |
algorithms to decode the motor | |
intentions out of the brain we have been | |
able to do this in monkeys really well | |
so we have you know a small army of | |
monkeys playing video games for you know | |
smoothie rewards and they do really well | |
we we actually have the world record of | |
a bit rate of information coming out of | |
a monkey's brain to you know | |
intelligently control a cursor on a | |
screen we're doing that better than | |
anyone else | |
and you know again thanks in no small | |
part due to Krishna shenoi and his you | |
know his lab and the people that have | |
worked for him that have been helping | |
neuralink | |
um but what you can't do with that | |
monkey is ask him what what he's | |
thinking you can't ask him we can ask | |
him but he won't get a very interesting | |
answer yeah | |
you can't tell him to try something | |
different you can't tell him to hey you | |
know try their shoulder on this early | |
try the other hand and see if there's | |
some cross body uh neuron firing that | |
that gives you a useful signal once we | |
get to people | |
we expect to see what they've seen when | |
they've done similar work in academic | |
Labs which is the the human can work | |
with you to vastly accelerate this | |
process and get much more interesting | |
results so one of the things out of out | |
of Stanford recently is | |
there was a lab that with Krishna and | |
Jamie Henderson and other people decode | |
speech out of the hand movement area in | |
the brain so what we know is that there | |
are | |
you know multitudes of useful signals in | |
each area of the brain that we've looked | |
at so far they just tend to be highly | |
expressed for say hand movement in the | |
hand area but that doesn't mean only | |
hand movement in the hand area | |
okay so here's the confidence test | |
there's a long history | |
uh dating back really prior to the 1950s | |
of scientists doing experiments on | |
themselves sure | |
not because they are Reckless but | |
because they want the exact sorts of | |
information that you're talking about | |
the ability to really understand how | |
intention and awareness of goals can | |
shape outcomes in biology if that is | |
vague to people listening what I mean | |
here is that for many probably hundreds | |
of years if not longer scientists have | |
taken the drugs they've studied or | |
stimulated their own brain or done | |
things to really try and get a sense of | |
what the animals they work on or the | |
patients they work on might be | |
experiencing psychiatrists are sort of | |
famous for this by the way right I'm not | |
pointing fingers at anybody but | |
psychiatrists are known to try the drugs | |
that they administer right and some | |
people would probably imagine that's a | |
good thing just so that the clinicians | |
could have empathy for the sorts of side | |
effects and not so great effects of some | |
of these drugs that they administer to | |
to patients but | |
the confidence test | |
I present you is | |
would you be willing or are you willing | |
if allowed to have these electrodes | |
implanted into your motor cortex yeah | |
you're not a quadriplegic right you can | |
move your limbs yeah but | |
given the state of the technology at | |
neurolink now | |
would you do that or maybe in the next | |
couple of years if you were allowed | |
would you be willing to do that yeah and | |
be the person to say hey turn up the | |
stimulation over there I feel like I | |
want to reach for the cup right with | |
that robotic arm but I'm feeling kind of | |
some resistance because it's exactly | |
that kind of experiment done on a a | |
person who can move their limbs and who | |
deeply understands the technology and | |
the goals of the experiment that I would | |
argue actually stands to advance the | |
technology fastest sure as opposed to | |
putting the electrodes first into | |
somebody who | |
um is imperative a number of levels and | |
then trying to think about why things | |
aren't working right right and again | |
that you know this is all with the the | |
goal of of reversing paralysis in mind | |
um but would you implant yourself with | |
these microelectrodes yeah absolutely I | |
I would be excited to do that I think | |
for the first iteration of the device it | |
probably wouldn't be very meaningful it | |
wouldn't be very useful because I can | |
still move my limbs and our first | |
outputs from this are things that I can | |
do just as easily with my hands right | |
moving a mouse typing in a keyboard | |
um we are necessarily making this device | |
as a medical device for starters for | |
people with bad medical problems and no | |
good options | |
it wouldn't really make sense for an | |
able-bodied person to get one in the | |
near term | |
it as the technology develops and we | |
make devices specifically designed to | |
perform functions that can't be done | |
even by an able-bodied person | |
say eventually refine the technique to | |
get to the point where you can type | |
faster with your mind and one of these | |
devices than you can with text to speech | |
or speech to text and your fingers | |
that's a use case that makes sense for | |
someone like me to get it it doesn't | |
really make sense for me to you know get | |
one when it allows me to you know use a | |
mouse slightly worse than I can with my | |
hand currently that said the safety of | |
the device I would absolutely vouch for | |
from you know the hundreds of surgeries | |
that I've personally done with this I I | |
think it's much safer than many of the | |
industry standard FDA approved surgeries | |
that I routinely do on on patients that | |
you know are no one even thinks twice | |
about their standard of care neurolink | |
is already reached in my mind a safety | |
threshold that is far beyond a commonly | |
accepted safety threshold | |
along the lines of augmenting one's | |
biological function or functions in the | |
world I think now's the appropriate time | |
to talk about the small lump uh present | |
in the top of your hand for those | |
listening not watching there's a it | |
looks like a a small lump between | |
um | |
Dr mcdougall's forefinger and thumb or | |
index finger and thumb | |
um placed on skin on the top of his hand | |
you've had this for some years now | |
because we've known each other for gosh | |
probably seven years now or so and | |
you've always had it in the time that | |
I've known you what is that lump | |
um and why did you put it in there yeah | |
so it's a small writable RFID tag what's | |
an RFID what does RFID stand for yeah | |
radio frequency identification and so | |
it's just a very small implantable chip | |
that wireless devices can temporarily | |
power if you approach an antenna they | |
can power and send a small amount of | |
data back and forth so most phones have | |
the capability of reading and writing to | |
this chip for years it it let me into my | |
house it unlocked a deadbolt on my front | |
door | |
for some years it unlocked the doors at | |
neuralink and let me through you know | |
the the various locked doors inside the | |
building | |
um | |
it is writable I can write a small | |
amount of data to it and so for some | |
some years in early uh the early days of | |
crypto I had a crypto private key | |
written on it to store a cryptocurrency | |
that I thought was you know a dead | |
offshoot of one of the main uh crypto | |
currencies after it forked and so I put | |
the private wallet key on there and | |
forgot about it and remembered a few | |
years later that it was there and went | |
and checked and it was worth you know a | |
few thousand dollars more than when I | |
had left it on there so that was a nice | |
finding change in the sofa in the 21st | |
century and then when you say you read | |
it you're essentially taking a a phone | |
or other device and scanning it over the | |
the lump in your hand so to speak and | |
then it can read the data from there | |
yeah essentially yeah um what other | |
sorts of things could one put into these | |
rfids in theory and how long can they | |
stay in there before you need to take | |
them out and um yeah and recharge them | |
or replace them well these are passive | |
they're coded in | |
biocompatible glass and as an extra I'm | |
a rock climber and so I was worried | |
about that glass shattering during rock | |
climbing I additionally coated them in | |
another ring of silicone before | |
implanting that so it's it's pretty safe | |
they're passive there's no battery | |
there's no Active Electronics in them so | |
they could last the rest of my life I | |
don't think I'd ever have to remove it | |
for any reason you know at some point | |
the technology is always improving so I | |
might remove it and upgrade it | |
that's not inconceivable already there's | |
you know 10x more storage versions | |
available that could be a drop in | |
replacement for this if I ever remove it | |
but you know that it it has a small | |
Niche use case and it's an interesting | |
proof of concept tiptoeing towards the | |
concept that you mentioned of you know | |
you have to be willing to go through the | |
things that you're suggesting to your | |
patients in order to you know say with a | |
straight face that you think this is a | |
reasonable thing to do | |
so a small subcutaneous implant in the | |
hand is a little different than a brain | |
implant but yeah what's involved in | |
getting that RFID chip into the hand is | |
it I'm assuming it's an outpatient | |
procedure presumably you did it on | |
yourself yeah yeah this was a kitchen | |
table kind of procedure | |
um any anesthetic or is or no you know I | |
um I've seen people do this with | |
lidocaine injection I for my money I | |
think a lidocaine injection is probably | |
as painful as just doing the procedures | |
a little cut in that thin skin on the | |
top of the hand right some people are | |
cringing right now other people are | |
saying I want one because you'll have to | |
never worry about losing your keys yeah | |
or passwords I actually would like them | |
for passwords because I'm dreadfully bad | |
at uh remembering passwords I have to | |
put them in places uh all over the place | |
and then it's like I'm like that kid in | |
um remember that movie Stand by me where | |
the kid hides the pennies under the the | |
porch and then uses the map yeah spends | |
all summer trying to wind them so I can | |
relate uh yeah so a little it was just a | |
little slit and then put in there no | |
local immune response no no pus no | |
swelling all the materials are | |
completely biocompatible that are on the | |
surface exposed to the body so no no bad | |
reaction it healed up you know in days | |
and it was fine very cool um since we're | |
on video here maybe can you just uh | |
maybe raise it and show us yeah so so | |
were you not to point out uh that little | |
lump I I would have known to to ask | |
about it but and uh any other members of | |
your family have have these a few years | |
after having this and seeing the | |
convenience of me being able to open the | |
door without keys uh my wife insisted | |
that I put one in her as well so she's | |
walking around with one fantastic we | |
consider them our sort of our our | |
version of wedding rings love it well | |
certainly um more permanent than wedding | |
rings in in some sense | |
um | |
I can't help but ask this question even | |
though it might seem a little bit off | |
topic as long as we're talking about | |
implantable devices and Bluetooth and | |
RFID chips in the body I get asked a lot | |
about | |
um the safety or lack thereof of a | |
Bluetooth headphones | |
um you work on the brain you're a brain | |
surgeon | |
um that's valuable real estate in there | |
and um you understand about | |
electromagnetic fields and sure | |
um any discussion about emfs immediately | |
puts us in the category of uh oh like | |
get their tin foil hats and yet I've | |
been researching emfs for a future | |
episode of the podcast sure and emfs are | |
a real thing that's not a valuable | |
statement everything's a real thing at | |
some level even an idea but there does | |
seem to be some evidence that | |
electromagnetic fields of sufficient | |
strength can alter the function of maybe | |
the health of but the function of neural | |
tissue given that neural tissue is | |
electrically signaling among itself so | |
um I'll just ask this in a very | |
straightforward way do you use Bluetooth | |
headphones or wired headphones yeah | |
Bluetooth and you're not worried about | |
any kind of EMF Fields across the skull | |
no I mean I I think the energy levels | |
involved are so tiny that uh you know | |
ionizing radiation aside we're way out | |
of the realm of ionizing radiation that | |
people would worry about you know tumor | |
causing EMF Fields | |
even just the electromagnetic field | |
itself | |
as is very well described in a Bluetooth | |
frequency range the power level are tiny | |
in these devices and so you know we are | |
Awash in these signals whether you use | |
Bluetooth headphones or not for that | |
matter you're you're getting bombarded | |
with ionizing radiation in a very tiny | |
amount no matter where you live on earth | |
unless you live under huge amounts of | |
water | |
um it's unavoidable uh and so I think | |
you just have to trust that your body | |
has the DNA repair mechanisms that it | |
needs to deal with the constant bath of | |
ionizing radiation that you're in uh as | |
a result of being in the universe and | |
exposed to cosmic rays | |
in terms of electromagnetic fields there | |
it's just it's uh | |
you know the energy levels are way way | |
out of the range where I would be | |
worried about this what about heat | |
um you know I don't use the earbuds any | |
longer for a couple of reasons once as | |
you know I take a lot of supplements and | |
I reach into my left pocket once and | |
swallowed a handful of supplements that | |
included a Bluetooth a airpod pro | |
um I knew it I swallowed it the moment | |
after I | |
gulped it down by the way folks please | |
don't do this it was not a good idea it | |
was it wasn't an idea it was a mistake | |
and but I could see it on my phone as | |
registering there never saw it again so | |
I'm assuming it's no longer in my body | |
but um uh anyway there's a bad joke | |
there to be sure | |
um but in any event I tend to lose them | |
or misplace them so that's the main | |
reason but I did notice when I used them | |
that there's some heat generated there | |
um I also am not convinced that plugging | |
your ears all day long is good there's | |
some ventilation through the through the | |
sinus systems that include the ears so | |
it sounds to me like you're not | |
concerned about the use of of | |
um earbuds but | |
um what about heat near the brain I mean | |
there's the the cochlea the auditory | |
mechanisms that sit pretty close to the | |
surface there | |
um heat and neural tissue are not | |
friends sure | |
um I'd much rather get my brain cold | |
than hot yeah | |
um in terms of keeping the cells healthy | |
and Alive | |
um should we be thinking about the heat | |
effects of some of these devices or | |
other things is there anything we're | |
overlooking well think about it this way | |
the uh I use cars as an analogy a lot | |
and you know mostly internal combustion | |
engine cards so these analogies are | |
gonna start to be foreign and useless | |
for another generation of people that | |
grow up in the era of electric cars but | |
using cars as a as a platform to talk | |
about uh | |
fluid cooling systems your body has a | |
massive distributed fluid cooling system | |
similar to a car's radiator | |
you're pumping blood all around your | |
body all the time at a very strictly | |
controlled temperature | |
that blood carries it's mostly water so | |
it carries a huge amount of the heat | |
away or cold away from any area of the | |
body that's focused heating or focused | |
cooling so you could put an ice cube on | |
your skin until it completely melts away | |
and the blood is going to bring heat | |
back to that area you can put you can | |
stand in the sun under | |
much more scary | |
heating Rays from the Sun itself that | |
contain UV radiation that's that's | |
definitely damaging your DNA if you're | |
looking for things to be afraid of the | |
sun is a good one | |
now you're talking to the guy that tells | |
everybody he got sunlight in their eyes | |
every morning but I don't want people to | |
get burned or give themselves skin | |
cancer I encourage people to protect | |
their skin accordingly and and different | |
individuals require different levels of | |
protection from the Sun sure some people | |
do very well in a lot of sunshine never | |
get basal cell or anything like that | |
some people and it's not just people | |
with very fair skin a minimum of sun | |
exposure can cause some issues and here | |
I'm talking about sun exposure to the | |
skin of course staring at the sun is a | |
bad idea I never recommend thinking | |
about the sun just as a heater uh you | |
know for for a moment to compare it with | |
Bluetooth headphones your body is very | |
capable of carrying that heat away and | |
dissipating it you know via sweat | |
evaporation | |
or you know temperature Equalization so | |
any heat that's locally generated in the | |
ear | |
you know one there's a pretty large bony | |
barrier there but two there's a ton of | |
blood flow in the scalp and in the head | |
in general and definitely in the brain | |
that's going to regulate that | |
temperature so I think certainly there | |
can be a tiny temperature variation but | |
I doubt very seriously that it's enough | |
to cause a significant problem I'd like | |
to go back to brain augmentation you've | |
made very clear that one of the first | |
goals for neurolink is to get | |
quadriplegics walking again and again | |
what a marvelous goal that is and I | |
certainly hope you guys succeed well | |
again just just to be very clear the | |
first step is we we aren't reconnecting | |
the patient's own muscle system to their | |
motor Court allowing them um excuse me | |
uh agency over the movement of things in | |
the world yes and eventually their body | |
and you're exactly right yeah eventually | |
their body we would we would love to do | |
that and we've done a lot of work on uh | |
developing a system for stimulating the | |
spinal cord itself and so that gets to | |
the question that you uh that you asked | |
a few minutes ago of how do you | |
reconnect the motor cortex to the rest | |
of the body well if you can bypass the | |
damaged area of the spinal cord and have | |
an implant in the spinal cord itself | |
connected to an implant in the brain and | |
have them talking to each other you can | |
take the perfectly intact motor signals | |
out of the the motor cortex and send | |
them to the spinal cord which most of | |
the wiring should be intact in the | |
spinal cord below the level of say the | |
the injury caused by a car accident or | |
motorcycle accident or gunshot wound or | |
whatever and it should be possible to | |
reconnect the brain to the body in that | |
way so not out of the realm of | |
possibility that you know in some small | |
number of years that neuralink will be | |
able to reconnect to somebody's own body | |
to their brain | |
and here I just want to flag the | |
um 100 years or more of incredible work | |
by basic scientists | |
um the names that I learned about in my | |
textbooks as a graduate student were | |
like georgeopolis and um that won't mean | |
anything to anyone unless you're a | |
neuroscientist but churchopolis um | |
performed some of the first | |
sophisticated recordings out of motor | |
cortex just simply asking like what | |
sorts of electrical patterns are present | |
in motor cortex as an animal or human | |
move is a limb | |
um Krishna shinoy being another | |
um major Pioneer in this area and many | |
others right and just really | |
highlighting the fact that basic | |
research where | |
a exploration of neural tissue is | |
carried out at the level of anatomy and | |
physiology really sets down the pavement | |
on the runway to do the sorts of big | |
clinical uh Expeditions that you all at | |
neurolink are doing yeah it can't be | |
said enough that you know we broadly | |
speaking in Industry sometimes are and | |
sometimes stand on the shoulders of | |
academic Giants they were the real | |
Pioneers that they were involved in the | |
grind for years in an unglorious | |
unglamorous way no stock option no stock | |
options | |
and you know the reward uh for all the | |
hard work is a paper at the end of the | |
day that is read by you know dozens of | |
people and so you know they were | |
selfless uh academic researchers that | |
that made all this possible and we all | |
humanity and neuralink owe them a | |
massive debt of gratitude for all the | |
hard work that they've done and continue | |
to do | |
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along the lines of augmentation early on | |
in some of the public discussions about | |
neurolink that I overheard between Elon | |
and various podcast hosts Etc | |
there were some lofty ideas set out that | |
I think are still very much in play in | |
people's minds things like for instance | |
electrical stimulation of the | |
hippocampus that you so appropriately | |
have worn on your shirt today so for | |
those they have beautiful um looks like | |
either a it looks like a Golgi or a | |
kahal rendition of the hippocampus yeah | |
translates to seahorse and it's an area | |
of the brain that's involved in learning | |
and memory and among other things | |
there was this idea thrown out that a | |
chip or chips could be implants in the | |
hippocampus that would allow greater | |
than normal memory abilities perhaps | |
that's one idea sure another idea that I | |
heard about in these discussions was for | |
instance that you would have some chips | |
in your brain and I would have some | |
chips in my brain and you and I could | |
just sit here look at he looking at each | |
other or not nodding or shaking our | |
heads and essentially hear each other's | |
thoughts which sounds outrageous but of | |
course why not why should we constrain | |
ourselves | |
um to uh as our good friend Eddie Chang | |
and uh who's a neurosurgeon who was | |
already on this podcast once before said | |
speech is just the shaping of breath as | |
it exits our lungs incredible really | |
when you think about it but | |
we don't necessarily need speech to hear | |
and understand each other's thoughts | |
because the neural signals that produce | |
that shaping of the lungs come from some | |
intention you know I have some idea | |
although it might not seem like it about | |
what I'm going to say next so is that | |
possible that we could sit here | |
and just hear each other's thoughts and | |
um and also how would we restrict what | |
the other person could hear yeah well so | |
absolutely I mean think about | |
the fact that we could do this right now | |
if you pulled out your phone and started | |
texting me on my phone and I looked down | |
and started texting you we would be | |
communicating without looking at each | |
other or talking | |
shifting that function from a phone to | |
an implanted device it requires no magic | |
Advance no Leap Forward it's technology | |
we already know how to do | |
if we say put a device in that allows | |
you to control a keyboard and a mouse | |
which is our stated intention for our | |
first human clinical trial or and | |
against I'm deliberately interrupting or | |
I can text an entire team of people sure | |
simultaneously and they can text me and | |
in theory I could have a bunch of | |
thoughts and | |
5 10 50 people could hear right | |
um or um probably more to their | |
preference um they could talk to me yeah | |
and and so you know texting each other | |
with our brains is maybe an uninspiring | |
rendition of this but it it's not uh | |
very difficult to imagine the | |
implementation of the same device in a | |
more verbally focused area of the brain | |
that allows you to more naturally speak | |
the thoughts that you're thinking and | |
have me have them rendered into speech | |
that I can hear uh you know maybe via a | |
bone conducting implant so silently here | |
or or not silently like I could let's | |
say I was getting off the plane and I | |
wanted to let somebody at home know that | |
I had arrived I might be able to think | |
in my mind think their first name which | |
might cue up a device that would then | |
play my voice to them and just got off | |
the plane I'm gonna grab my bag and then | |
I'll give you a call right on their home | |
Alexa right | |
so that's all possible meaning we know | |
the origin of the neural signals that | |
give us rise to speech we know the | |
different mechanical and neural apparati | |
like the cochlea | |
um eardrums Etc that | |
transduce sound waves into electrical | |
signals right essentially all the pieces | |
are known we're just really talking | |
about like refining it yeah refining it | |
and reconfiguring it it's I mean it's | |
not an easy problem but it's really an | |
engineering problem rather than a | |
neuroscience problem for that for that | |
use case you know for a non-verbal | |
communication you might say | |
um that's a solved problem in a very | |
crude disjointed way uh so some Labs | |
have solved you know part one of it some | |
Labs have solved part two of it there | |
are products out there that solve you | |
know say the implanted bone conduction | |
part of it for the for the deaf | |
Community | |
um | |
there are there are no implementations | |
I'm aware of that are pulling all that | |
together into one product that's a | |
streamlined package from end to end I | |
think that's a few years down the road | |
and we I think have some hints of how | |
easily or poorly people will adapt to | |
these um let's call them novel | |
Transformations a few years ago I was on | |
Instagram and I saw a post from a woman | |
um her name is cassar Jacobson and she | |
is deaf since birth and can sign and to | |
some extent can relapse but she was | |
um | |
discussing uh neosensory so this is a a | |
device that translates sound in the | |
environment into touch Sensations on her | |
hand or wrist she's a uh admirer of | |
birds and all things Avian and | |
um I reached out to her about this | |
device because I'm very curious because | |
this is a very interesting use case of | |
of neuroplasticity in the sensory domain | |
which is a fascination of mine and she | |
said that | |
um yes indeed it afforded her novel | |
experiences now when walking past say | |
pigeons in the park if they were to make | |
some whatever sounds that pigeons make | |
that she would feel those sounds and | |
that indeed it enriched her experience | |
of those birds | |
um in ways that obviously it wouldn't | |
otherwise I haven't followed up with her | |
recently to find out whether or not | |
ongoing use of neosensory has made for a | |
better | |
worse or kind of um | |
equivalent experience of avians in the | |
world which were her is a near Obsession | |
um so she Delights in them | |
um what are your thoughts about in a | |
peripheral devices like that periphery | |
peripheral meaning outside of the the | |
skull no requirement for a uh a surgery | |
do you think that there's a more | |
immediate or even a uh just generally | |
potent | |
um use case for peripheral devices and | |
do you think that those are going to be | |
used more readily before the kind of | |
brain surgery requiring devices are used | |
yeah | |
um certainly the barrier to entry is | |
lower the barrier to adoption is low you | |
know if you're making a tactile glove | |
that's | |
hard to say no to when you can slip it | |
on and slip it off and not not have to | |
get your skin cut at all | |
um | |
what you know again there's no perfect | |
measure of the efficacy of a device of | |
one device compared to another | |
especially across modalities but one one | |
way that you can start to compare apples | |
to oranges is bitrate you know useful | |
information in or out of the brain as | |
you know transformed into digital data | |
and so you can put a single number on | |
that and you have to ask when you look | |
at a device like that is what is the bit | |
rate in what is the bit rate out how | |
much information are you able to | |
usefully convey into the system and get | |
out of the system into the body into the | |
brain and uh I think there's what we've | |
seen in the early stabs at this is that | |
there's a very low threshold for bit | |
rate on some of the devices that are | |
trying to avoid you know a direct brain | |
surgery Could you um perhaps say what | |
you just said but in a way that um maybe | |
people who aren't as familiar with | |
thinking about bitrate might um | |
might be able to digest there I'm | |
referring to myself | |
um I mean I understand bitrate I | |
understand that adding a new channel of | |
information is just that adding | |
information are you saying it's | |
important to understand whether or not | |
that new information provides for novel | |
function or experience and to and | |
um to what extent is the the newness of | |
that valid and adaptive well I'm saying | |
more uh | |
it's hard to measure utility in this | |
space it's hard to you know put a single | |
metric single number on how useful a | |
technology is | |
one crude way to try to get at that is | |
is uh bit rate think of it as as back in | |
the days of dial-up modems the bit rate | |
of your modem was you know 56k or 96 I | |
can still hear the sound of the dial up | |
in the background | |
yeah that was a bit rate that thankfully | |
kept steadily going up and up and up | |
your your internet service provider | |
gives you a number uh that is the | |
maximum usable data that you can | |
transmit back and forth from the | |
internet that's a useful way to think | |
about these assistive devices how much | |
information are you able to get in into | |
the brain and out of the brain usefully | |
and right now that that number is very | |
small even compared to the old modems | |
but you have to ask yourself when you're | |
looking at a technology what's the | |
ceiling what's the theoretical maximum | |
and for a lot of these Technologies the | |
theoretical maximum is is very low | |
disappointingly low even if it's | |
perfectly executed and and perfect | |
developed as a technology and I think | |
the thing that attracts a lot of us to a | |
technology like neuraling is that the | |
ceiling is incredibly High there's no | |
obvious reason that you can't interface | |
with millions of neurons as this | |
technology is refined and and developed | |
further so that's the kind of wide band | |
you know high bandwidth brain interface | |
that you want to develop if you're | |
talking about | |
um and a semantic prosthetic uh an AI | |
assistant to your cognitive abilities uh | |
you know the more sci-fi things that we | |
think about in the coming decades | |
um | |
so uh it's an important caveat when | |
you're evaluating these Technologies | |
they really want it to be something that | |
you can expand off into the Sci-Fi | |
so let's take this a step further | |
because as you're saying this I'm | |
realizing that people have been doing | |
exactly what neurolink is trying to do | |
now for a very long time let me give you | |
an example | |
um | |
people who are blind who have no pattern | |
Vision have used canes for a very long | |
time now the cane is not a chip it's not | |
a an electrode it's not neosensory right | |
none of that stuff | |
what it is is essentially a a stick that | |
has | |
um | |
an interface with a surface so it swept | |
back and forth across the ground and | |
you're translating what would otherwise | |
be visual cues into | |
somatosensory cues sure and we know that | |
blind people are very good at | |
understanding | |
um even when they are approaching say a | |
curb Edge because they are integrating | |
that information from the tip of the | |
cane | |
um up through their somatosensory cortex | |
and their motor cortex with other things | |
like the changes in the the wind and the | |
sound as they round a corner and um here | |
I'm imagining a like a corner in San | |
Francisco downtown which you get to the | |
corner it's a completely different set | |
of auditory cues | |
and very often we know and this is | |
because my laboratory worked on visual | |
repair for a long time I talked to a lot | |
of blind people who use different | |
devices to navigate the world that they | |
aren't aware of the fact that they're | |
integrating these other cues but they | |
nonetheless do them subconsciously right | |
um and in doing so get pretty good at | |
navigating with a cane right now Kane | |
isn't perfect but you can imagine the | |
other form of of navigating as a blind | |
person uh which is to just attach | |
yourself | |
or attached to you another nervous | |
system the best that we know being a dog | |
sighted dog sure that can cue you again | |
with a stopping at a curb's edge or even | |
if there are some individuals that might | |
seem a little sketchy dogs are also very | |
good at sensing | |
um different uh arousal States and | |
others threat danger sure I mean they're | |
Exquisite at it right so here what we're | |
really talking about is taking a cane or | |
another biological system essentially a | |
whole nervous system and saying this | |
other nervous system's job is to get you | |
to navigate more safely through the | |
world right in some sense what neurolink | |
is trying to do is that but with | |
robotics to insert them and chips which | |
raises the the question people are going | |
to say finally a question the question | |
is this we hear about | |
BMI brain machine interface which is | |
really what neuraling specializes in we | |
also hear about AI another example where | |
there's great promise and great fear | |
right we hear about machine learning as | |
well to what extent can these brain | |
machine interfaces | |
learn the same way a seeing eye dog | |
would learn but unlike a seeing eye dog | |
continue to learn over time and get | |
better and better and better because | |
it's also listening to the nervous | |
system that it's trying to support right | |
put simply what is the role for AI and | |
machine learning in the type of work | |
that you're doing that's a great | |
question I think you know it goes both | |
ways basically what you're doing is | |
taking a very crude software | |
intelligence I would say not exactly a | |
full full-blown AI but it's some | |
well-designed software that can adapt to | |
changes in firing of the brain and | |
you're coupling it with another form of | |
intelligence a human intelligence and | |
you're allowing the two to learn each | |
other so undoubtedly the human that has | |
a neuralink device will get better at | |
using it over time undoubtedly the | |
software that the neurolink engineers | |
have written will adapt to the firing | |
patterns that that the device is able to | |
record and over time focus in on | |
meaningful signals toward movement right | |
so if a neuron is fire a high firing | |
rate when you intend to move the mouse | |
cursor up and to the right | |
it doesn't know that when it starts when | |
you first put this in it's just a random | |
series of signals as far as the chip | |
knows but you start correlating it with | |
what the person what you know the person | |
wants to do as expressed in a series of | |
games so you you assume that | |
you know that the person wants to move | |
the mouse on the screen to the Target | |
that's shown because you tell them | |
that's the goal and so you start | |
correlating the activity | |
that you record when they're moving | |
toward an up and right Target on a | |
screen with that firing pattern and | |
similarly for up and left down and left | |
down and right and so you develop a | |
model | |
um | |
semi-intelligently in the software for | |
what the person is intending to do and | |
let the person run wild with it for a | |
while and they start to get better at | |
using the model presented to them by the | |
by the software as expressed by the | |
mouse moving or not moving properly on | |
the screen right so it's imagine a | |
scenario where you're asking somebody to | |
play piano but | |
the the sound that comes out of each key | |
randomly shifts over time | |
um very difficult problem but a human | |
brain is good enough with the aid of | |
software to solve that problem and and | |
map well enough to a semi-stable state | |
that they're going to know how to use | |
that Mouse even when they say turn the | |
device off for the night come back to it | |
the next day and some of the signals | |
have shifted so you're describing this | |
I'm I'm recalling a recent experience I | |
got one of these um rowers you know for | |
to exercise and I am well aware that | |
there's a proper row stroke and there's | |
a improper row stroke and most everybody | |
including me who's never been coached in | |
rowing gets on this thing and pushes | |
with their legs and pulls with their | |
arms and back and it's some mix of | |
Incorrect and maybe a smidgen of correct | |
type execution | |
there's a function within the rower that | |
allows | |
you in this case I mean to play a game | |
where you can actually | |
um every row stroke you generate arrows | |
on toward a dartboard and it knows | |
whether or not you're generating the | |
appropriate forces at the given segment | |
to the row the initial pull when you're | |
leaning back Etc and adjusts the | |
trajectory of the arrow so that when you | |
do a proper row stroke it gets closer to | |
a bullseye and it's very satisfying | |
because you now have a visual feedback | |
that's unrelated to this | |
um the kinds of instructions that one | |
would expect like oh you know hinge your | |
hip a bit more or you know splay your | |
knees a bit more reach more with your | |
arms or pull first with your back all | |
the rowers are probably cringing as I | |
say this because they're realizing the | |
what is exactly the point which is I | |
don't know how to row but over time | |
simply by paying attention to whether or | |
not the arrow is hitting the bullseye or | |
not more or less frequently | |
you can improve your row stroke and get | |
as I understand pretty close to Optimal | |
row stroke | |
in the same way that if you had a coach | |
there telling you hey do this and do | |
that what we're really talking about | |
here is neurobiofeedback sure so is that | |
analogy similar to what you're | |
describing yeah that's a great analogy | |
you know humans are really good at | |
learning how to play games in software | |
so video games are an awesome platform | |
for us to use as a training environment | |
for people to get better at controlling | |
these things in fact it's it's the | |
default and the obvious way to do it is | |
to have people and monkeys play video | |
games do you play video games yeah sure | |
which video games | |
let's see I you know play old ones I'm a | |
little nostalgic so uh I uh like the old | |
Blizzard game Starcraft and Warcraft I | |
don't even know those I remember the | |
first Apple computers I mean I go how | |
old are you uh 43 okay 44 now as of a | |
few days ago happy birthday so we're a | |
little bit offset there yeah I can | |
recall um Mike Tyson's punch out like | |
the original Nintendo game Super Mario | |
Brothers | |
um but the game so the games you're | |
describing I don't recall that my | |
understanding is that the newer games | |
are are far more sophisticated in some | |
respects I I did recently find time to | |
play cyberpunk | |
um which was really satisfying and maybe | |
appropriate | |
it's a game where the characters are all | |
fully modded out with cybernetic | |
implants well perfect um but you know | |
the the root of the game is run around | |
and shoot things so maybe not so | |
different from you know duck hunt or | |
whatever from our childhoods | |
the reason I ask about video games is um | |
there's been some controversy as to | |
whether or not they are making young | |
brains better or worse and I think some | |
of the work from Adam gazzali's Lab at | |
UCSF and other Laboratories have shown | |
that actually provided that um | |
children in particular and adults are | |
also spending time in normal face to | |
let's call them more traditional | |
face-to-face interactions that video | |
games can actually make nervous systems | |
that is people a much more proficient at | |
learning and motor execution sure | |
um visual detection | |
um and on and on yeah there's some work | |
uh showing that surgeons are better if | |
they play video games so I try to | |
squeeze some in as a you know a | |
professional development activity great | |
great well I'm sure you're getting | |
cheers from the uh from those that like | |
video games out there and some of the | |
parents who are trying to get their kids | |
to play fewer video games are cringing | |
but that's okay we'll let them settle uh | |
they're familial disputes among | |
themselves | |
let's talk about pigs sure | |
neural link has been | |
um quite generous I would say in | |
announcing their discoveries and their | |
goals and I I want to highlight this | |
because I think it's quite unusual for a | |
company to do this | |
um I'm probably going to earn a few | |
enemies by saying this | |
um despite the fact that I've always | |
owned Apple devices and from the South | |
Bay | |
um you know the apple design team is | |
notoriously cryptic about what they're | |
going to do next or when the next phone | |
or computer is going to come out is is | |
is vaulted to | |
um a serious extent neural link has been | |
pretty open about their goals right with | |
the understanding the goals change and | |
have to change and one of the things | |
that they've done which I think is | |
marvelous is they've held online | |
symposia | |
where you and some other colleagues of | |
mine from the Neuroscience committee Dan | |
Adams who have tremendous respect for | |
and Elon and others their neural link | |
have shared some of the progress that | |
they've made in experimental animals I'm | |
highlighting this because I think if one | |
takes a step back I mean just for most | |
people to | |
know about and realize that there's | |
experimentation on animals implantation | |
of electrodes and so on is itself a | |
pretty bold move because that | |
understandably evokes some strong | |
emotions | |
um in people and in some people evokes | |
extremely strong emotions sure | |
um | |
neural link did one such Symposium where | |
they showed implant devices in pigs | |
right | |
then they did another one you guys did | |
another one where it was implant devices | |
in monkeys right I assume at some point | |
there will be one of these public | |
symposia where | |
um the implant devices will be in a | |
human | |
what was the rationale for using pigs | |
I'm told pigs are very nice creatures | |
yeah I'm told that they are quite smart | |
right | |
um and | |
for all my years as a neuroscientist and | |
having worked admittedly on every | |
species from mice to cuttlefish to | |
humans to hamsters to uh you know I | |
confess um various carnivore species | |
which I no longer do I work on humans | |
now for various reasons I never in my | |
life thought I would see a implant | |
device in the cortex of a pig sure why | |
work on pigs yeah well let me let me say | |
first neurolink is almost entirely | |
composed of animal loving people the | |
people at norlink are | |
obsessive animal lovers there are signs | |
up all around the office you know | |
spontaneously put up by people within | |
the organization you know talking about | |
how we want to save animals we want to | |
protect animals | |
if there was any possible way | |
to help people the way we want to help | |
people without using animals in our | |
research we would do it it's just not | |
known how to do that right now and so we | |
are completely restricted to making | |
advances to getting a device approval | |
through the FDA by first showing that | |
it's incredibly safe in animals | |
and so as is the case for any medical | |
advancement essentially exactly I do | |
want to highlight this that the the FDA | |
and the other governing bodies | |
um | |
oversee these types of experiments and | |
ensure that they're done with a minimum | |
of discomfort to the animals of course | |
but | |
um I think there's an inherent | |
speciesism right in uh in most humans | |
not all some people truly see | |
equivalence between a lizard and a human | |
lizard life being equivalent to human | |
life most human beings I think in | |
particular human beings who themselves | |
or have loved ones that are suffering | |
from diseases that they hope could be | |
cured at some point view themselves as | |
species and feel that if you have to | |
work on a biological system | |
in order to solve the problem | |
um working on non-human animals first | |
makes sense right to most people sure | |
but certainly there's a category of | |
people that feels very strongly in the | |
opposite direction sure and you know I | |
think we would probably be having a very | |
different conversation around animal | |
research if uh we weren't you know we as | |
a species we as a culture weren't just | |
casually | |
slaughtering millions of animals to eat | |
them | |
um | |
every single day and so that is a | |
background against which that the | |
relatively minuscule number of animals | |
used in research it becomes almost | |
impossible to understand why someone | |
would point to that ridiculously small | |
number of animals used in research when | |
the vast vast majority of animals that | |
humans use and end their lives are are | |
done for food or for fur or for fur or | |
these other reasons that people you know | |
have historically used animals so we in | |
in that context we do animal research | |
because we have to there's no other way | |
around it if tomorrow | |
uh laws were changed and the FDA said | |
okay you can do some of this early | |
experimentation in willing human | |
participants that would be a very | |
interesting option I think there would | |
be a lot of people that would step up | |
and say yes I'm willing to participate | |
in early stage clinical research you | |
already volunteered uh yeah | |
um and I wouldn't be alone and that you | |
know is a potential way that animals | |
could maybe be spared uh being unwilling | |
participants in this | |
on that note to whatever extent possible | |
I think neuralink goes | |
um | |
really really far much much farther than | |
anyone I've ever heard of any | |
organization I've ever heard of any | |
anything I've ever seen to give the | |
animals agency in every aspect of the | |
research | |
we have just an incredible team of | |
people looking out for the animals and | |
trying to design the experiments such | |
that they're as purely opt-in as humanly | |
possible | |
no animal is ever compelled to | |
participate in experiments beyond the | |
surgery itself so if say on a given day | |
our our star monkey pager doesn't want | |
to play video games for Smoothie no one | |
forces them to ever this is a very | |
important point and I want to cue people | |
to really what Matt is saying here | |
um obviously the animals are being | |
researched on for neural links so they | |
don't get to opt in to opt out of the | |
experiment right | |
um but what he's saying is that they | |
play these games during which neural | |
signals are measured from the brain | |
because they have electrodes implanted | |
in their brain through a surgery that | |
thankfully to the brain is painless | |
right no pain receptors in the brain | |
um and are playing for reward this is | |
very different very different than the | |
typical scenario in Laboratories around | |
the world where people experiment on | |
mice monkeys some kisses pigs or other | |
species in which the typical Arrangement | |
is to water deprive the animals we never | |
do that and then have the animals work | |
for their daily ration of water right | |
and some people are hearing this and | |
probably think wow that's barbaric and | |
here I'm not trying to point fingers at | |
the people doing that kind of work I | |
just think it's important that people | |
understand how the work is done right in | |
order to motivate an animal | |
to play a video game right depriving | |
them of something that they yearn for is | |
a very efficient way to do that we don't | |
do that we they have free and full | |
access to food this entire time so they | |
aren't hungry they aren't thirsty the | |
only thing that would motivate them is | |
if they want a treat extra to their | |
normal rations | |
but there's there's never any | |
deprivation there's never any adverse | |
negative stimuli that pushes them to do | |
anything I must say I'm impressed by | |
that decision | |
um because uh | |
training animals to do tasks in | |
laboratory settings is very hard and the | |
reason so many researchers have | |
defaulted to water deprivation and and | |
having animals work for a ration of | |
water is because frankly it works right | |
it allows people to finish their PHD or | |
their postdoc more quickly than having | |
to wait around | |
um and try and figure out why uh their | |
monkey isn't working that day in fact | |
having known a number of people who've | |
done these kinds of experiments although | |
we've never done them in my lab | |
my monkey isn't working today is a | |
common uh gripe among graduate students | |
and postdocs who do this kind of work | |
um and for people who work on mice okay | |
so this is um uh very important | |
information to get across and there's no | |
Public Relation statement uh woven into | |
this is just we're talking about the | |
nature of the research but I think it is | |
important that people are aware of this | |
yeah it's one of the one of the | |
underappreciated Innovations out of | |
neurolink is how far the Animal Care | |
team has been able to to move in the | |
direction of Humane treatment of these | |
guys wonderful as an animal lover myself | |
I can only say wonderful | |
why pigs yeah pigs are you know they're | |
actually fairly commonly used in medical | |
device research | |
um more you know in the cardiac area | |
their hearts are you know somewhat | |
similar to human hearts how big are | |
these pigs I've seen Little Pigs and | |
I've seen big pigs yeah there's a range | |
there's a bunch of different varieties | |
of pig there's a bunch of different | |
species that um you know you can | |
optimize for different uh | |
characteristics there's mini pigs | |
there's | |
um you know Yorkshires there's uh a lot | |
of different kind of pigs that we use in | |
different contexts | |
when we're trying to optimize a certain | |
characteristic | |
so yeah the pigs are we don't | |
necessarily need them to be smart or | |
task performers although occasionally we | |
have you know trained them to walk on a | |
treadmill when we're studying how their | |
limbs move for some of our spinal cord | |
research | |
um but we're not you know recording | |
interesting say cognitive data out of | |
their minds they're really just a | |
biological platform with a skull that's | |
close enough in size and shape to humans | |
to be a valid platform to study the | |
safety of the device | |
unlike a monkey or a human a pig | |
I don't think can reach out and hit a | |
button or a lever exactly how are they | |
signaling that they um saw or | |
um sent to something yeah so again the | |
pigs are really just a safety platform | |
to say the device is safe to implant it | |
doesn't you know break down or cause any | |
kind of toxic reaction the monkeys are | |
where we are really doing our heavy | |
lifting in terms of ensuring that we're | |
getting good signals out of the device | |
that that what we expect to see in | |
humans is validated on a functional | |
level in in monkeys first | |
let's talk about the skull yeah years | |
ago you and I were enjoying a | |
conversation about these very sorts of | |
things that we're discussing today and | |
he said you know the skull is actually a | |
pretty lousy uh biological adaptation | |
far better would be a titanium plate You | |
Know spoken like a true neurosurgeon uh | |
with a radio receiver implanted in his | |
hand | |
um but in all seriousness | |
you know drilling through the skull with | |
a two millimeter hole certainly don't do | |
this at Home Folks | |
um please don't do this but | |
um that yes that's a small | |
um entry site but I think most people | |
cringe when they hear about that or | |
think about that sure and it obviously | |
has to be done by a neurosurgeon with | |
all the appropriate | |
um uh | |
environmental conditions in place to | |
limit infection | |
what did you mean when you said that the | |
skull is a poor adaptation in a titanium | |
plate will be better and in particular | |
what does that mean in reference to | |
things like traumatic brain injury I | |
mean are human beings unnecessarily | |
vulnerable at the level of traumatic | |
brain injury because our skulls are just | |
not | |
um hard enough | |
you know maybe I'm being too harsh about | |
skull the skull is uh very good at what | |
it does given the tools that we are | |
working with as biological organisms | |
that develop in our mother's uterus the | |
skull is you know usually the | |
appropriate size it's one of the hardest | |
things in your body | |
um that said there are a couple puzzling | |
vulnerabilities | |
some of the thinnest bone in the skull | |
is in the temporal region this is uh you | |
know neurosurgeons will all know that | |
I'm heading toward a feature that | |
sometimes Darkly is called God's Little | |
joke | |
where the very thin bone of the of the | |
temporal | |
um part of the skull has one of the | |
largest arteries that goes to the lining | |
of the brain right attached to the | |
inside of it and so this this bone just | |
to the side of your eye tends to | |
fracture if you're struck there and the | |
sharp edges of that fractured bone very | |
often cut an artery called the middle | |
meningeal artery that leads to a big | |
blood clot that crushes the brain that's | |
how a lot of people with you know | |
otherwise would be a relatively minor | |
injury end up dying is this large blood | |
clot developing from high pressure | |
arterial blood that crushes the the | |
brain | |
and so why would you put the artery | |
right on the inside of the very thin | |
bone that's most likely to fracture it's | |
an enduring mystery but this is probably | |
the most obvious failure mode in in you | |
know the design of a human skull | |
otherwise you know in terms of General | |
impact resistance | |
I think the brain is a very hard thing | |
to protect and the the architecture of | |
human anatomy probably given all other | |
possible architectures that can arise | |
from development it's not that bad | |
really | |
um | |
one of the interesting features in terms | |
of shock absorption that hopefully | |
prevents a lot of traumatic brain injury | |
is the fluid sheath around the brain the | |
the brain you may know is | |
um it's mostly fat it floats in salt | |
water in our brains so our brains are | |
all floating in in salt water and so | |
with rapid acceleration deceleration | |
that sheath of salt water adds a | |
marvelous protective cushion against | |
development of | |
you know bruising of the brain say or | |
bleeding in the brain and so I think for | |
any flaws in the design that do exist | |
um | |
you can imagine things being a lot worse | |
and there's probably a lot fewer tbis | |
than would exist if a human designer was | |
taking a first crack at it | |
as you describe the the thinness of this | |
temporal bone and the in the presence of | |
a critical artery just beneath it | |
um I'm thinking about most helmets | |
um and here I also want to cue up the | |
fact that while whenever we hear about | |
TBI or CTE or brain injury people always | |
think football hockey but most traumatic | |
brain injuries are things like car | |
accidents or construction work right and | |
it's not football and hockey for some | |
reason football and hockey and boxing | |
get all the attention but my colleagues | |
that work on traumatic brain injury tell | |
me that most of the traumatic brain | |
injury they see is somebody slips at a | |
party and hits their head or | |
um uh you know was in a car accident or | |
environmental environmental accidents of | |
various kinds | |
to my mind most helmets don't actually | |
cover this region close to the eyes so | |
is there is there also a failure of um | |
helmet engineering that um you know I | |
can understand why you'd want to have | |
your peripheral vision out the sides of | |
your eyes uh per free of your eyes but | |
it seems to me if this is such critical | |
real estate why why isn't it being | |
better protected | |
you know I'm no expert in helmets but | |
um I don't think we see a lot of | |
epidural hematomas and squirts injuries | |
to get this kind of injury you usually | |
need a really focal blunt trauma like | |
the baseball bat to the head is a | |
classic mechanism of injury | |
that would lead to to a temporal bone | |
fracture an epidural hematoma | |
um with sports injuries you know you | |
don't often see that especially in | |
football with uh you know a a sharp | |
sharper object coming in contact with | |
the head it's usually another helmet | |
right is the the mechanism of injury uh | |
so I I I can't think off the top of my | |
head of an instance of this exact injury | |
type in sports | |
you spent a lot of time poking around in | |
brains of humans | |
um and while I realize this is not your | |
area of expertise you are somebody who I | |
am aware you know cares about his health | |
and the health of your family and I | |
think generally People's Health | |
um when you look out on the landscape of | |
things that people | |
can do and shouldn't do if their desire | |
is to keep their brain healthy do any | |
um any data or any particular practices | |
come to mind I mean I think we've all | |
heard the obvious one don't don't get a | |
head injury right if you do get a head | |
injury make sure it gets treated and | |
don't get a second head injury right but | |
those are sort of duh type | |
um answers that um I'm able to give so | |
I'm curious about the answers that um | |
perhaps I'm not able to give yeah well | |
you know the obvious ones it's one that | |
you you talk about a lot | |
um and I see a lot of the the smoldering | |
wreckage of humanity you know in the | |
operating room uh and in the emergency | |
room for people that come in you know I | |
work my practices in San Francisco right | |
next to the tenderloin and so a lot of | |
people that end up coming in from the | |
tender line have been drinking just | |
spectacular amounts of alcohol for a | |
long time and their brains are uh you | |
know very often on the scans they look | |
like small walnuts inside their empty | |
skull there's so much atrophy that | |
happens with an alcohol soaked brain | |
chronically | |
that I would say that's you know Far and | |
Away the most common source of brain | |
damage that many of us just volunteer | |
for and it's you know when you look at | |
the morbidity kind of the human harm in | |
aggregate that's done it's mystifying | |
that that it's | |
not something that we are all paranoid | |
about we're | |
um people think that I don't drink it | |
all I'll occasionally have a drink I I | |
could take it or leave it frankly if all | |
the alcohol in the plant disappeared I | |
wouldn't notice but I do occasionally | |
have a drink maybe one per year or | |
something like that but I am shocked at | |
um this current state of affairs around | |
alcohol consumption and advertising Etc | |
when I look at the data mainly out of | |
the UK brain bank which basically shows | |
that for every drink that one has on a | |
regular basis | |
when you go from zero to one drink per | |
week | |
there's more brain atrophy thinning of | |
the gray matter cortex you go from one | |
to two more thinning you go from two to | |
three and there's a near linear | |
relationship between the amount that | |
people are drinking and the amount of | |
brain atrophy and to me it's like it's | |
just sort of obvious from the these | |
large-scale studies that | |
um as you point out alcohol atrophy is | |
the brain yeah it kills neurons right | |
and I don't have any bias against | |
alcohol or people that drink I know many | |
of them but it does seem to me kind of | |
shocking | |
um that we're talking about you know the | |
Resveratrol and red wine which is at you | |
know infinitesimally small amounts and | |
not even clear Resveratrol is good for | |
us anyway by the way | |
um a matter of debate I should point out | |
but um so alcohol certainly alcohol and | |
excess is bad for the brain sure | |
um in terms of uh okay so we have head | |
hits bad alcohol bad | |
um you're working as you mentioned | |
you're the tenderloin | |
um is there any awareness that | |
amphetamine use can can disrupt brain | |
structure or function you know that | |
that's not an area that I spent a lot of | |
time researching in I you know I | |
incidentally take care of people that | |
have used every substance known to man | |
in quantities that are you know | |
spectacular but I haven't specifically | |
done research in that area I'm not super | |
well versed on the literature | |
yeah I ask in part because | |
um maybe you know a colleague or will | |
come across a colleague who's working on | |
this is there's just such a | |
um a incredible increase in the use of | |
things like Adderall Ritalin modafinil | |
armodafinil which I think in small | |
amounts in clinical clinically | |
prescribed situations can be very | |
beneficial but | |
um let's be honest many people are using | |
these on a chronic basis right I don't | |
think we really know what it does to the | |
brain aside from increasing addiction | |
for those substances that's very clear | |
well For Better or Worse we're | |
generating a massive data set right now | |
well put | |
um | |
I'd like to briefly go back to our | |
earlier discussion about neuroplasticity | |
you made an interesting statement which | |
is that we are not aware of any single | |
brain area that one can stimulate in | |
order to invoke plasticity right it's a | |
malleability of neural architecture | |
years ago Mike mirzanek and colleagues | |
at UCSF did some experiments where they | |
stimulate nucleus basalis and paired | |
that stimulation with eight kilohertz | |
tone or um in some cases they could also | |
stimulate a different brain area the | |
ventral tegmental area which causes the | |
release of dopamine and pair it with a | |
tone and in it seemed in every one of | |
these cases they observed | |
massive plasticity | |
um now I look at those data and I | |
compare them to the kind of classic data | |
um I think it was Carl Ashley that did | |
these experiments where they would take | |
animals and they'd scoop out a little | |
bit of Cortex | |
put the animal back into a learning | |
environment and the animal would do | |
pretty well if not perfectly sure so | |
they scoop out a different region of | |
Cortex and a different animal and by the | |
end of maybe three four years of these | |
kinds of lesion experiments they | |
um referred to the equal potential of | |
the cortex meaning they concluded that | |
it didn't matter which piece of the | |
cortex you took out that there was no | |
one critical area so on the one hand | |
you've got these experiments that say | |
you know you don't really need | |
a lot of the brain right and and every | |
once in a while a news story will come | |
out where um they'll a patient a person | |
will go in for a brain scan for some | |
other reason or an experiment and the | |
person seems perfectly normal and | |
they're like missing half their cortex | |
right and then on the other hand you | |
have these experiments like the | |
stimulation of basalus or VTA where you | |
get massive plasticity from stimulation | |
in one area I was I've never been able | |
to reconcile these kinds of discrepant | |
findings and so I'd really like just | |
your opinion on this you know what is it | |
about the brain as an organ that lets it | |
be both so critical at the level of | |
individual neurons in circuits so so | |
critical and yet at the same time | |
um it's able to uh circumvent these what | |
would otherwise seem like massive | |
lesions and holes in itself yeah I mean | |
a lot of a lot of it to reconcile those | |
experiments you first account for the | |
fact that they're probably in different | |
species right you take out a particular | |
portion of a pig or a rabbit grain a | |
small amount you might not see a | |
difference but a small portion of a | |
human brain say the part most interested | |
in coordinating speech or finger | |
movement and you're going to see | |
profound losses or visual cortex right | |
I take out a small portion of V1 and | |
you'll you'll have a visual deficit | |
um and so species matters uh age matters | |
if you take out half of the brain in a | |
very young baby | |
that baby has a reasonable chance of | |
developing High a high degree of | |
function by having the remaining half | |
subsume some of the functions lost on | |
the other side | |
because they're very very young and | |
their brain is still developing it's a | |
it's to some degree a blank slate with | |
extremely high plasticity over many | |
years so that can overcome a lot of | |
deficits | |
um | |
taking an adult | |
animal's brain that isn't very well | |
differentiated functionally to begin | |
with you might not see those deficits so | |
apparently there's a lot of redundancy | |
as well right there's a lot of say | |
cerebellar and spinal circuits in other | |
animals that | |
generate stereotyped Behavior patterns | |
and might not need the brain at all to | |
perform say a walking movement or some | |
other sequences of motor activities so a | |
lot of that depends on the experimental | |
setup I would say in general adult | |
humans are very vulnerable to losing | |
small parts of their brains and losing | |
discrete functions | |
I'm going to take the liberty of asking | |
a question that merges across neural | |
Link in Tesla | |
I could imagine that | |
cars whether or not they're on autopilot | |
mode or being driven by the human | |
directly | |
um and Society generally would benefit | |
from knowing whether or not a human is | |
very alert or sleepy sure | |
I don't own a Tesla um | |
perhaps this technology already exists | |
but is there any idea that a simple | |
sensor maybe even a just eyelid position | |
or pupil size or head position | |
could be introduced to | |
a car like the Tesla or another car for | |
that matter yeah and resolve a common | |
problem which is that when people are | |
less alert not just when people fall | |
asleep but the simple drop in alertness | |
that occurs when people are sleepy is my | |
read of the data is responsible for | |
approximately a third a third it's | |
incredible of accidents between vehicles | |
and then of course some percentage of | |
those are going to be lethal accidents | |
so in terms of preserving life this | |
might seem like a minor case but it's | |
actually a major case scenario yeah you | |
know I have no you know special insight | |
into how Tesla software works I know | |
they have brilliant engineers | |
um | |
when I have a Tesla when I drive it it | |
seems to know when I'm looking at the | |
road versus not and it yells at me if | |
I'm not looking at the roads how does it | |
do that and what voice does it use | |
there's a small camera uh up by the | |
rearview mirror and I think it's a | |
simple eye track my my guess here is | |
that it's a simple eye tracking program | |
um and so it may already be the case | |
that it's implemented that it's | |
detecting whether your eyes are open or | |
not obviously you know it's not | |
um strict it's not stringent because | |
sunglasses | |
um and I've I've seen Forums on the | |
internet where people tape over that | |
small camera so like so they can wall oh | |
goodness but uh you know I think they're | |
definitely making efforts to try to try | |
to save lives here | |
incredible I say incredible just because | |
I think I'm fortunate enough to live in | |
a lifetime where there were no electric | |
cars when I was growing up and now | |
things are moving oh so fast | |
um no pun intended | |
what is your wish for brain machine | |
interface and brain augmentation so | |
let's let's assume that the the clinical | |
stuff can be worked out or maybe you | |
have a a pet clinical condition that you | |
just are um just yearning to see | |
resolved yeah that would be fine too but | |
in addition to that way you really just | |
expand out let's say we can | |
extend your life 200 years or we're | |
thinking about the kind of world that | |
your children are going to live in and | |
their grandchildren will live in what do | |
you think is really possible yeah with | |
brain augmentation and brain machine | |
interface and here please feel no bias | |
whatsoever to answer in a way that | |
reveals to us your | |
um your incredible empathy and | |
consideration of clinical conditions | |
because that's how you spend your days | |
is fixing patients uh and helping their | |
lives be better so if it lands in that | |
category great but | |
um for sake of of fun and forsake of | |
delight and forsake of um really getting | |
us the audience to to understand what's | |
really possible here please feel no | |
shackles yeah uh well you know I I | |
love the idea down the road and we're | |
talking you know a 10-year maybe 20-year | |
time frame of uh humans just getting | |
control over some of the horrible ways | |
that their brains go wrong right so | |
I think everybody | |
at this point has either known someone | |
or second order known someone a friend | |
of a friend who has been touched by | |
addiction or depression suicide | |
obesity these functions of the brain or | |
malfunctions of the brain are what | |
drives me these are the things that I | |
want to tackle in my career you know in | |
terms of my kids lifetime I'm thinking | |
you know full human expansion of human | |
cognition into AI full immersion in the | |
internet of your cognitive abilities | |
having no limitation for what you think | |
um as bottlenecked by needing to read | |
the Wikipedia article first to have the | |
data to inform your thoughts | |
having communication with anyone that | |
you want to unrestricted by this you | |
know flapping air past meat on your face | |
it's a | |
you know a means of communication that's | |
ridiculously prone to being | |
misunderstood it's also a tiny narrow | |
bottleneck of communication where you | |
know trying to send messages back and | |
forth through a tiny straw and there's | |
no reason that needs to necessarily be | |
true it's the way things have always | |
been but it isn't the way things are | |
going to be in the future | |
uh and I think there's a | |
you know | |
a million | |
very sci-fi possibilities in terms of | |
banding human Minds together to be even | |
more potent as a as a multi-unit uh | |
organism uh you know as an opt-in | |
multi-brain | |
uh you know these are things that are so | |
far down the road I can't even directly | |
see how they would be implemented but | |
the technology we're working on is a | |
little crack in the door that allows | |
some of this stuff to even be thought | |
about in a realistic way | |
well to that to that point I you know | |
encourage anyone who is you know excited | |
about things like that you know | |
especially mechanical engineers software | |
Engineers robotics engineers come to the | |
neuralink website and look at the jobs | |
we've got we need the brightest people | |
on the planet working on these the | |
hardest problems uh in the world in my | |
opinion and so if you want to work on | |
this stuff come help us | |
I have several responses and to what you | |
just said | |
um first off I'll get the the least | |
important one out of the way which is | |
that years ago I applied for a job at | |
neurolink the neural link website at | |
that time was incredibly sparse right it | |
was just said neural link and I said if | |
you're interested give us your email so | |
I put my email there I got no response | |
so | |
um the uh they made a wise choice in um | |
now uh fast forward several years I am | |
um very grateful and I think very lucky | |
um that you who passed through | |
fortunately for me through my lab at one | |
point and we had some fun Expeditions | |
together in the wild uh neural | |
exploration so we can talk about some | |
other time as well as I'm learning from | |
you as you pass through your time at | |
Stanford | |
um but have arrived there at neurolink | |
and and I'll say that they're very lucky | |
to have you and um folks like Dan Adams | |
who have known for your very long time | |
so uh phenomenal neurosurgeons like | |
yourself neuroscientists and | |
um Vision scientists like Dan and others | |
it's really an incredible Mission so I | |
really want to start off by saying um | |
thank you to you and all your colleagues | |
there I know that neurolink is really | |
tip of the spear in being public facing | |
with the kinds of things they're doing | |
and and being so forthcoming about how | |
that work is done in animals and exactly | |
what they're doing | |
um and that's a very brave stance to | |
take yeah especially given the nature of | |
the work but well that's classic Elon | |
right he he doesn't keep secrets in | |
public too commonly he tells you what | |
he's going to do and then he does it and | |
people are always amazed by that you | |
know he releases the Tesla master plan | |
and tells you exactly what the company | |
intends to do for the next several years | |
and people assume that there's some | |
subterfuge that he is misdirecting but | |
it's it's right out there in the open | |
and I think neuraling follows in that | |
path of you know we want people to know | |
what we're doing we want the brightest | |
people in the world to come help us we | |
we want to be able to help patients we | |
want | |
you know the most motivated patients | |
with quadriplegia to you know visit our | |
patient registry uh and and sign up to | |
be considered for clinical trials that | |
that will happen in the future we'll put | |
a link to that by the way so um maybe | |
just uh the direct call could happen now | |
so you uh this is for people who are | |
quadriplegic or who know people who are | |
quadriplegic who are interested in being | |
part of this clinical trial it's a | |
patient registry right now that we're | |
just collecting information to see who | |
might be eligible for clinical trials | |
that'll happen in the future we're still | |
working with the FDA to hammer out the | |
details and and get their final | |
permission uh to proceed with the trial | |
great so please see the note in the show | |
note the link excuse me in the in the | |
show note captions for that yeah I want | |
to thank you guys for your stance uh | |
being public facing and also doing the | |
incredibly hard work I also think the | |
robotics aspect which you've clarified | |
for me uh today is extremely Forward | |
Thinking and uh absolutely critical so a | |
lot of critical engineering that note | |
out will Wick out into other domains of | |
neurosurgery and medical technology not | |
just serving neural links Mission | |
directly and I really want to thank you | |
uh first of all for coming here today | |
and taking time out of your important | |
schedule of seeing patients and doing | |
brain surgery literally time away from | |
your family and time away from your | |
mission at neurolink briefly to uh to | |
share with people what you guys are | |
doing as I mentioned before there's a | |
lot of Mystique around it and even | |
despite the fact that neurolink has gone | |
out of their way to try and erase some | |
of that Mystique this to me is the | |
clearest picture ever to my knowledge | |
that has been given about what's going | |
on there and and the the stated and the | |
real Mission and what's going on at the | |
level of of nuts and bolts and and guts | |
and brains and this kind of thing and I | |
really just want to thank you also for | |
for being you which is uh perhaps sounds | |
like a a kind of an odd um thing to hear | |
but | |
I think as made apparent by the device | |
implanted in your hand you don't just | |
um do this for a job you live and | |
breathe and embody truly embody this | |
stuff around the nervous system and | |
trying to figure out how to fix it how | |
to make it better and you live and | |
breathe it and I know your deep love for | |
it so I want to thank you for um not | |
just the brains that you put into it and | |
the energy you put into it but also for | |
the the heart that you put into it | |
thanks for that Andrew I appreciate that | |
we we just want to help people we want | |
to make things better well | |
I know that to be true knowing you and | |
um thank you again for coming here today | |
and I look forward to another round of | |
discussion and um whenever the time | |
happens to be when these incredible | |
technologies have um spelled out to the | |
next uh major Milestone thank you thank | |
you for joining me for today's | |
discussion with Dr Matthew McDougall all | |
about the human brain and how it | |
functions how it breaks down and the | |
incredible efforts that are being | |
carried out at neurolink in order to | |
overcome diseases of brain and nervous | |
system function and to augment how the | |
human brain works if you'd like to learn | |
more about Dr mcdougall's work and the | |
specific work being done at neurolink | |
please see the links that we've provided | |
in the show note captions if you're | |
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[Music] |