WEBVTT

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Okay, so we last talked about internal calculation.

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Okay, we went through this whole process here

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of state Reward and cost which equals value value

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equals reward minus cost you can see this here

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Control how much control does the living organism

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have in the environment in the task that is performing?

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And then the action and policy the policy is

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who you become The belief systems, your core

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beliefs, the phenotype, your personality, this

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is all about learning and repetition. Okay, remember,

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as the reward is high, if we want to put this

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in a seesaw because it's a great visual representation,

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reward is high and cost is low. This equals repeat.

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This is a bad problem in modern society because

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you can do things with without Effort for reward

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and that's not the way evolution is built evolution

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is built with this effort first and then reward

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on the opposite of that if If cost is high reward

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is low this equals a void So, high reward equals

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repeat. The living organism is going to repeat

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that. High cost is avoidance. The living organism

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is going to avoid that task. We ended last episode

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about the dorsal striatum because we built the

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habit. We built repetition. The living organism

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is going to repeat things that it conserves biological

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energy, okay? Remember, that's the whole purpose

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of the internal calculator. The brain does not

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want to work. It just wants to respond. And it's

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a metabolic bank accountant. We're going to add

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on to that today. It's a metabolic bank accountant

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because it's determining how much energy do I

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have available to me to execute these things,

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to execute life. And it will allocate and conserve

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biological energy. So if this cost is low, it's

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going to want to repeat that. that cost is high

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is going to want to avoid that. That's the whole

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network of this metabolic bank accountant. So

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we built this habit, okay? And we kind of talked

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about how the autistic phenotype is within these

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little networks here. But this is true with everybody.

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That's the beauty of this. So with this habit

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and evaluating this these values with this reward

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and cost, we can know that under uncertainty,

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cost is very high and we have to exhibit more

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control over the environment. And that's the

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ACC here. That's a big part of the ACC. There's

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a lot of good research on autism in the ACC.

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One, the spindle neurons. Those are fast acting

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for social environments. social environments.

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Now to see phenotype avoids that too costly and

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then the it's the ACC is a part of the salience

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network okay so that helps modulate your attention.

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What do you consider valuable is the way that

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you can look at the the salience network. What

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what has your attention? Is it external or is

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it internal? The ACC has a big input into the

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the dorsal striatum which is where the habits

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are built, where repetition is built, and we

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love habits. Living organisms love habits because

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it automates the response. You don't have to

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think about things, okay, and it conserves energy.

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We love habits. We love repetition. That equals

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reward or minimizes cost. So this repetition

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with the autistic phenotype is meaningful. So

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let's add in some let's talk a little bit more

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about the prediction because that's this big

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equation here for learning remember you can This

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prediction error is kind of zoomed out. You can

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zoom in to it with reward prediction error or

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aversive prediction error But we're going to

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add in another little equation here. That's a

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part of this that's going to kind of help explain

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reward and cost different or just kind of add

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to it. Another key takeaway from the first episode

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that we did here is you are not responding to

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the world, to the environment. You are responding

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to the predictions you have here, especially

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here, here, and here. You are responding to the

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predictions you have about the world, about your

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task, about how you are navigating the world.

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Remember for this equation right here. you are

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trying to ultimately save and conserve biological

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energy. Two major things that we always talk

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about is space -time, how these neural correlates

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are operating, how fast they are operating, through

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space and time, and then biological energy. We're

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human beings. We conserve energy. We live off

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of energy. Okay? So if you really want to add

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in some more autism stuff here with that attention

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to detail, the autistic phenotype, especially

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socially, can really pinpoint and send attention

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to those really small details about the discrepancies

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of the world, the discrepancies of social situations.

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All the meaning is trying to comprehend. And

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this fast rate of sensory processing that we

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outlined here in green, just using vision, but

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it's also true with the auditory brainstem response.

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Good whiteboards on that. And even touch. So

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there are a couple of neuromodulators that I

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want to talk about. Because one, this isn't fixed.

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The intensity here isn't fixed. So there are

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two neuromodulators here, dopamine and neuroepinephrine.

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that I want to talk about that really amplifies

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this stuff that we're talking about. And remember,

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we talk about dopamine with the basal ganglia

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episodes with the substantia nigra, which is

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right through here in the mesencephalon, the

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midbrain. Okay. And the substantia nigra pars

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compacta is the dopamine and it speaks up to

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the cadet here and the pertainment. This is the

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dorsal striatum. the top part of the striatum.

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Okay, we're going to introduce the nucleus accumbens,

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which is right here, and we're also going to

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introduce the ventral tegmental area. Ventral

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tegmental area is another spot for dopamine,

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and it will speak heavily to the nucleus accumbens.

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The nucleus accumbens is in the ventral striatum,

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the bottom side. The striatum Striata means stripes

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because there's a lot of white matter tracks

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running through here that makes it look like

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these little neculi have stripes. It's the internal

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capsule. If you look at an overhead view of the

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brain, you can see these internal capsules kind

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of look like this. They kind of look X'd. One

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on this side and then one on the left side. And

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then you can also see the caudate neculis. pushes

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in on the third ventriculars, the ventricles.

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There's a lot of biological power running through

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this ventricular system, a lot, because of the

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water. So these white matter tracks provides

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this better space -time and biological energy.

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So the dopamine here is really modulating effort,

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gain, Because this is going to be the new equation

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here is the net gain The learning rate how fast

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do you want to repeat a task or repeat a stimuli

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and How much you want to avoid it? This is dopamine

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here is really big in learning and reinforcement.

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It's not just addiction, but it's heavily involved

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in addiction And dopamine will also be about

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expiration. How do you navigate the life, your

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life? Whenever things are good, whenever the

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living organism has a net gain, it will repeat

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that and dopamine increases. It will stamp this.

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It reinforces this activity, this behavior. And

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this state and value will get heavy inputs from

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this area from the VTA, the nucleus commens,

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the VTA up through the cortex and the motivation

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rises and this becomes more of what you do for

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your core beliefs, your phenotype, your personality,

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and so forth. How much are you being hijacked

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by this? Okay, so let's say the contrary. You

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don't like something. The prediction you made

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didn't give you the outcome or there's a lot

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of cost involved so you avoid things so dopamine

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will drop dopamine drops so this these connections

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and then the pars compacta will stamp the basal

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ganglia the dorsal striatum specifically to not

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want to do that and your motivation decreases

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so dopamine here with this little neural correlate

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that we have is intensifying. That's why they're

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called modulators. You might think of them as

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neurotransmitters, but that's kind of limited.

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They're much more than that. So remember, dopamine

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updates this OFC for the state because it's telling

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you what kind of state you're in. In the moment,

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the ventral medial prefrontal cortex, they have

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strong connections with the neuromodulatory systems,

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things like serotonin even and norepinephrine

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and dopamine. There's a lot of subcortical inputs

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running through the ventral medial prefrontal

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cortex too because that's where the value is

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at ultimately being calculated. Remember we called

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this area the scoreboard okay and the striatum

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of course we cover that in the basal ganglia

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a lot and then the ACC as well dopamine will

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help signal how much control is involved remember

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because it's the ACC is like how much effort

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do I need here? There's a lot of uncertainty

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here. Uncertainty is a big thing in life. I promise

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you, you don't lack uncertainty. How much are

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you being hijacked by these areas right here,

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especially the ventral medial prefrontal cortex

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and the ACC? The other area is, now, it's neuroepinephrine,

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and it's from the locus aurelius, sometimes called

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the blue spot. But I already have blue and I

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really want to do the neuromodulators in the

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same color Kind of running out of colors here,

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but the locus turuleus is right here. It shows

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up as blue on scans And remember if we just want

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to talk about it real fast the dorsal raffae

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runs up through here in the para aqueductal gray

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in the mesencephalon The raffae is right through

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here. It runs kind of more vertically. The locus

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coeruleus here is sprinkling the brain with neuroepinephrine.

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It's brain energy, essentially. Okay, and if

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you see the pathways of neuroepinephrine, it

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lacks specificity, but it's just going all the

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way up through here in the cortex and the subcortical

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areas. There's massive amounts of, essentially

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it's just like sprinkling the brain. That's the

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best way I've heard it described. It sprinkles

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the brain without specificity and it will even

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reach over there to the cerebellum. Okay. Neuroepinephrine

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here as a neuromodulator is help guiding effort

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and gain. So more of that value. Okay. It will

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it will increase attention. that will give attention

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some intensity. It's very similar to dopamine.

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Remember, they come from the same amino acid

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tyrosine. Dopamine and norepinephrine and melanin

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are all like this. You don't know what melanin

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is, I don't think. I don't know, maybe you do.

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This will help also the signal to noise. What

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do I need to spend my attention to versus weed

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out the noise and cognitive effort? Okay, this

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is a big thing and we're going to talk about

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a little bit about that expiration and effort

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versus quitting because quitting will be right

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here. So whenever neuroepinephrine increases,

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the engagement of this ACC increases. It's kind

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of a little heightened rate. It's intense. But

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the living organism is saying, okay, this is

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worth it to me or I need to do this. So the ACC

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will help Control, more effort. And what it's

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doing here with all of these cortical areas is

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telling you to stay on task, time on task, it's

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worth it. Whenever neuroepinephrine is decreased,

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your engagement drops. They're very similar to

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dopamine. The engagement drops and the control

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relaxes. You're more likely to give up. We're

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gonna get there with astrocytes and giving up.

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and then the system will just reduce effort to

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conserve the energy. How hard should I be working

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and pushing right now is a question that neuroepinephrine

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is help solving. But alongside neuroepinephrine

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and even dopamine, there's a type of glia cell

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that we haven't talked about that we should,

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and it's called astrocytes, glia astrocytes.

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And this is our best friend. That's the best

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way I'm going to be able to explain it, I think.

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You can see wonderful research on gliastrocytes

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and persisting versus quitting here. This is

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a very good paper. Self -press is a very good,

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very good paper. Dopamine and norepinephrine

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equals effort versus outcome. So whenever you

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are... providing effort whenever your brain,

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this whole system here, the whole brain, is performing

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tasks, giving effort, using biological energy,

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and the outcome is satisfying, or it's a net

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gain, a net benefit, you will persist. You will

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give more effort. Remember to maintain this reward.

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This is a good way of looking at it. When a reward

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is high, Dopamine and norepinephrine are going

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to be high and effort, based off of the outcome

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that you're getting, will sustain. In contrast

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to that effort versus outcome, whenever the effort

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you're providing is not yielding the results,

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whenever that cost is high, whenever you're performing

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a task and it's not giving you what you think

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you should be getting, or you're used to getting,

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or you're predicted to get, you will quit. So

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dopamine and norepinephrine is kind of helping

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persist or quit. And the astrocytes, especially

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in the locus coeruleus, is your best friend.

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Whenever reward is high, it's your hype man.

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It's telling you. keep going you're doing the

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right thing and remember from the first episode

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this high net gain with reward doesn't matter

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if it's healthy or unhealthy it doesn't matter

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if you want to do it or you don't want to do

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it it doesn't matter think about things like

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addictions and think about things like bad habits

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how much are you being how much are you being

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held captive because of high reward. Think about

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smartphone usage. Think about social media technology.

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You are being hijacked. You are being captive.

00:17:54.920 --> 00:17:58.819
Because of this dopamine and norepinephrine and

00:17:58.819 --> 00:18:02.720
those rewards, your brain is telling you to keep

00:18:02.720 --> 00:18:08.579
going. The brain is dumb. It doesn't want to

00:18:08.579 --> 00:18:14.660
work. It just wants to respond. Whenever the

00:18:14.660 --> 00:18:18.220
effort is not giving you the results, the astrocytes

00:18:18.220 --> 00:18:21.339
being your best friend is like, what are you

00:18:21.339 --> 00:18:25.519
doing? Why do you keep doing the stupid stuff?

00:18:26.859 --> 00:18:31.440
What are you doing? And the astrocytes will come

00:18:31.440 --> 00:18:37.099
in and shut the neuroepinephrine off. it will

00:18:37.099 --> 00:18:40.940
come in and just basically blanket the neuroepinephrine

00:18:40.940 --> 00:18:44.339
from the locus aurelius and your brain will not

00:18:44.339 --> 00:18:47.640
release all of this neuroepinephrine for the

00:18:47.640 --> 00:18:50.400
biological energy anymore. And that's exactly

00:18:50.400 --> 00:18:55.079
what this is. You can also see kind of a different

00:18:55.079 --> 00:18:59.240
version of it with different areas, but these

00:18:59.240 --> 00:19:02.980
two kind of go hand in hand. This paper right

00:19:02.980 --> 00:19:07.700
here, they did six, experiments trying to prove

00:19:07.700 --> 00:19:11.640
themselves wrong and they couldn't do it. This

00:19:11.640 --> 00:19:15.180
is where Astrocytes is your best friend and is

00:19:15.180 --> 00:19:19.119
telling you to quit. The effort that you're providing

00:19:19.119 --> 00:19:22.740
versus the rewards that you're getting, the outcome

00:19:22.740 --> 00:19:27.119
is not worth it and it doesn't matter if it's

00:19:27.119 --> 00:19:29.500
healthy or unhealthy. It doesn't matter if you

00:19:29.500 --> 00:19:33.099
want to do it or you don't want to do it. Quitting,

00:19:33.339 --> 00:19:40.690
quitting It's all mental. This will signal way

00:19:40.690 --> 00:19:48.410
before your body will actually give up. And this

00:19:48.410 --> 00:19:51.549
is based off of you as a living organism, based

00:19:51.549 --> 00:19:54.289
off of everything that we've talked about here.

00:19:55.430 --> 00:20:00.740
We are so identical in these structures, these

00:20:00.740 --> 00:20:03.599
neural correlates, these brain regions, but we

00:20:03.599 --> 00:20:06.539
are so different. We are so different with the

00:20:06.539 --> 00:20:09.119
amount of effort and motivation that we have.

00:20:09.440 --> 00:20:15.599
And for what? Don't allow yourself to be held

00:20:15.599 --> 00:20:22.119
hijacked because of this. Every time you want

00:20:22.119 --> 00:20:26.779
to repeat things, you can think of it as it's

00:20:26.779 --> 00:20:31.240
rewarding. and there's a good equation here that

00:20:31.240 --> 00:20:34.339
I really want to kind of add into this prediction

00:20:34.339 --> 00:20:38.559
error what happened minus the expected okay and

00:20:38.559 --> 00:20:54.460
that's net benefits equals expected value minus

00:20:54.460 --> 00:21:05.509
but remember that is this minus metabolic cost,

00:21:06.890 --> 00:21:14.509
that delta. This right here is the equation of

00:21:14.509 --> 00:21:20.650
your life. That is what you need to know. Because

00:21:20.650 --> 00:21:23.549
remember, the brain is dumb. It doesn't want

00:21:23.549 --> 00:21:29.339
to work. It's just wanting to optimize this and

00:21:29.339 --> 00:21:32.240
you will be held hijacked you will be held captive

00:21:32.240 --> 00:21:35.640
on the things that you're doing especially with

00:21:35.640 --> 00:21:39.579
social media especially with technology so this

00:21:39.579 --> 00:21:44.039
is a huge component of this this is a broad equation

00:21:44.039 --> 00:21:49.680
here you can see things you can see some great

00:21:49.680 --> 00:21:53.279
papers some more cell press trends in neuroscience

00:21:53.279 --> 00:21:57.089
here that talk about this stuff This is a great

00:21:57.089 --> 00:22:02.450
paper for that. Trends in Cognitive Science.

00:22:03.369 --> 00:22:08.089
Another great paper of this. The Metabolic Internal

00:22:08.089 --> 00:22:12.250
Calculations. Everything is about internal calculators

00:22:12.250 --> 00:22:16.809
to conserve energy. The things that give you

00:22:16.809 --> 00:22:19.049
reward, you're going to repeat those, if you

00:22:19.049 --> 00:22:22.789
want to or not. The things that are costly to

00:22:22.789 --> 00:22:26.539
you biologically, metabolically, you are going

00:22:26.539 --> 00:22:39.140
to avoid those. So I wanna wrap up with just

00:22:39.140 --> 00:22:44.099
saying about what kind of situation is kind of

00:22:44.099 --> 00:22:47.119
weighted differently, okay? So when things are

00:22:47.119 --> 00:22:52.099
stable, a pretty good equation here of result.

00:22:52.539 --> 00:22:57.000
you're able to persist a little bit. So a stable

00:22:57.000 --> 00:23:01.319
environment is the OFC, the ventromedial prefrontal

00:23:01.319 --> 00:23:04.559
cortex, and the striatum is there's a little

00:23:04.559 --> 00:23:07.859
bit more weight on there. So there's less cognitive

00:23:07.859 --> 00:23:11.720
effort with the ACC, so less control over the

00:23:11.720 --> 00:23:15.160
situation. And the insula is kind of, they're

00:23:15.160 --> 00:23:17.900
not that much in play as much. And that's a good

00:23:17.900 --> 00:23:22.299
thing because this uncertainty We don't like

00:23:22.299 --> 00:23:26.420
that. We don't like it whenever things are rough

00:23:26.420 --> 00:23:29.720
Whenever things are hard in contrast the ACC

00:23:29.720 --> 00:23:33.180
and the insula and the amygdala remember the

00:23:33.180 --> 00:23:37.200
amygdala is there's a little bit more weight

00:23:37.200 --> 00:23:41.559
on that and This will mean that the control needs

00:23:41.559 --> 00:23:45.940
to increase the energy cost needs to increase

00:23:45.940 --> 00:23:51.079
So back to this again back to this and back to

00:23:51.079 --> 00:23:54.880
this whenever you're in a high sensory low when

00:23:54.880 --> 00:23:57.079
things are chaotic like the autistic phenotype

00:23:57.079 --> 00:24:00.420
especially socially remember all of these sensations

00:24:00.420 --> 00:24:04.400
here the insula the insula is heightened there's

00:24:04.400 --> 00:24:07.099
a lot more weight on the insula remember it's

00:24:07.099 --> 00:24:10.680
privileged then the parietal low because it's

00:24:10.680 --> 00:24:13.660
there's a lot of sensations the parietal is helping

00:24:13.660 --> 00:24:16.940
make sense of the sensations and the thalamus

00:24:16.940 --> 00:24:20.490
there's a lot of inhibition needs to be a lot

00:24:20.490 --> 00:24:25.670
of inhibition here, because if you were forced

00:24:25.670 --> 00:24:29.190
to perceive all the sensations that you actually

00:24:29.190 --> 00:24:32.470
have going on, you will be overwhelmed. It's

00:24:32.470 --> 00:24:35.269
too much. That's why the thalamus has little

00:24:35.269 --> 00:24:37.930
assistance, like the thalamic reticular nucleus

00:24:37.930 --> 00:24:41.730
and the subthalamic nucleus of the basal ganglia,

00:24:42.269 --> 00:24:45.250
not mentioned here. We did not mention the subthalamic

00:24:45.250 --> 00:24:49.759
nucleus here, except for that time. Whenever

00:24:49.759 --> 00:24:52.599
you're in a deep focus or flow when things are

00:24:52.599 --> 00:24:55.859
going well, you have this like cognitive hide,

00:24:57.079 --> 00:25:01.039
the OFC, the ventral medial prefrontal cortex,

00:25:01.380 --> 00:25:05.940
and the striatum are also more weighted because

00:25:05.940 --> 00:25:09.700
we're just automating these responses here. So

00:25:09.700 --> 00:25:13.099
you're in a good state, the value is in a good

00:25:13.099 --> 00:25:16.420
spot, it's clear, and then you can execute the

00:25:16.420 --> 00:25:19.869
task, the dorsal striatum. So this is a good

00:25:19.869 --> 00:25:23.269
reason of why the brain is a metabolic bank accountant

00:25:23.269 --> 00:25:28.609
Okay, control is metabolically expensive Okay,

00:25:28.869 --> 00:25:33.730
error processing is expensive but this because

00:25:33.730 --> 00:25:37.549
we're we can add in this equation these equations

00:25:37.549 --> 00:25:39.990
all of these brain regions all that internal

00:25:39.990 --> 00:25:44.930
friction and Updating the models is expensive

00:25:45.240 --> 00:25:47.660
We don't like when our beliefs are challenged.

00:25:47.799 --> 00:25:51.519
We don't like change. I just said that. What

00:25:51.519 --> 00:25:54.180
I just said means we don't like change, and you

00:25:54.180 --> 00:25:58.299
know that. Updating our models is expensive,

00:25:58.579 --> 00:26:02.900
meaning we have to change. And that goes back

00:26:02.900 --> 00:26:05.480
to this. There's so much that goes back to this

00:26:05.480 --> 00:26:10.680
and being hijacked and captive here. That's a

00:26:10.680 --> 00:26:15.960
big thing. That's the biggest takeaway. So I

00:26:15.960 --> 00:26:18.839
just want to end with this right here and everything

00:26:18.839 --> 00:26:23.819
that I just went on this rant about is why habits

00:26:23.819 --> 00:26:29.859
emerge, routines emerge, okay? And we conserve

00:26:29.859 --> 00:26:33.079
these energies and we just repeat that. And we

00:26:33.079 --> 00:26:35.980
like that prediction because it's common to us.

00:26:36.019 --> 00:26:38.920
We don't have to have all of this effort and

00:26:38.920 --> 00:26:43.319
work. So that means less friction. So the main

00:26:43.319 --> 00:26:46.680
thing here, is the brain is trying to maximize

00:26:46.680 --> 00:26:50.960
the value whether you want to or not whether

00:26:50.960 --> 00:26:55.059
you like the stimulus or not it's trying to minimize

00:26:55.059 --> 00:26:58.980
uncertainty because it's costly you have to do

00:26:58.980 --> 00:27:03.799
a lot of effort here okay and then minimize this

00:27:03.799 --> 00:27:08.220
metabolic load that is the main goal of the brain

00:27:08.220 --> 00:27:13.680
the net benefits so This is kind of just wrapping

00:27:13.680 --> 00:27:17.660
up. This is true with everybody, not just the

00:27:17.660 --> 00:27:20.539
autistic phenotype. It's just context dependent.
