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AI improves weather prediction, and cutting emissions from landfills

AI improves weather prediction, and cutting emissions from landfills

Released Thursday, 16th November 2023
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AI improves weather prediction, and cutting emissions from landfills

AI improves weather prediction, and cutting emissions from landfills

AI improves weather prediction, and cutting emissions from landfills

AI improves weather prediction, and cutting emissions from landfills

Thursday, 16th November 2023
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0:00

This podcast is sponsored by Queen's

0:02

University Belfast, one of the

0:04

UK's leading research universities. This

0:07

historic Russell Group university has

0:09

over 99% of research assessed as

0:12

world-leading or internationally excellent

0:14

in REF 2021. Their

0:16

researchers are making critical breakthroughs

0:18

in food, ionic liquids, cohesive

0:21

societies, and data-driven health care.

0:24

Visit qub.ac.uk

0:27

and see how they are bringing research to

0:29

reality. This podcast is supported

0:31

by the Icahn School of Medicine at Mount Sinai,

0:34

the academic arm of the Mount Sinai Health

0:36

System in New York City, and one of

0:38

America's leading research medical schools.

0:41

How will advances in artificial intelligence

0:44

transform medical research and medical

0:46

care?

0:47

And what will this mean for patients? To

0:49

find out, we invite you to read a special

0:51

supplement to Science magazine, prepared

0:54

by Icahn Mount Sinai in partnership

0:56

with Science.

0:57

Just visit our website at www.science.org

1:01

and search for the Frontiers of Medical Research-Artificial

1:04

Intelligence, the Icahn

1:07

School of Medicine at Mount Sinai. We

1:09

find a way. This is

1:10

the Science Podcast for November 10,

1:13

2023. I'm Sarah Crespi. First up on this week's

1:15

show, we hear from

1:17

freelance journalist Olga Dobrovitova

1:19

about what's happening with Russian

1:22

science since the start of the Ukraine

1:24

war over 500 days ago, and why so many researchers

1:26

have left Russia. Next,

1:30

implanted electronics. Researcher Jacob Robinson talks about

1:32

how the use of Next,

1:36

implanted electronics. Researcher

1:38

Jacob Robinson talks about how to improve

1:40

electronics for inside the body.

1:43

From harvesting power to transmitting

1:45

data, there's a lot to do.

1:52

Now we're going to hear from our freelancer,

1:55

Olga Dobrovitova, about the dilemma Russian

1:57

scientists face.

1:59

Whether to stay in the country or leave

2:01

more than 500 days after the start of

2:03

the war in Ukraine. Did

2:10

you leave Russia because

2:12

of what was going on with the war in Ukraine?

2:15

Yeah, so I was in

2:17

the middle of changing jobs in February

2:21

and I was going to join an international

2:23

project and it became really clear, really

2:25

fast that that's not going to work. So

2:28

yeah, pretty much after the war started

2:30

on February 24th, I started

2:33

working with my editors and colleagues

2:35

at Science to help with

2:37

the coverage of the war itself, the

2:39

events in Ukraine, but also the protests

2:42

from Russian scientists

2:43

who were among the first groups to

2:45

actually

2:45

show their support for Ukraine

2:48

and the first to protest against the

2:50

war with an open letter that very

2:52

quickly went into the thousands

2:55

of people who have signed it.

2:56

You're now in France and you're still

2:58

covering Russia, Ukraine, all

3:00

kinds of issues and a lot has

3:03

changed in Russia since February 2022

3:05

for

3:05

the people that live there, for the research community.

3:08

We're seeing suspended collaborations,

3:09

we see sanctions, blocks

3:12

on Russian banks. The business of

3:14

doing science has become much

3:16

harder. So you wrote about

3:18

the state of Russian science 500

3:21

days, a little bit more than 500 days after

3:23

the country's invasion of Ukraine.

3:26

It's obviously not the biggest problem for the country, but

3:29

it's still a big problem for scientists.

3:31

I think it's important to preface this whole

3:34

discussion with just saying that a lot

3:36

of scientists actually think that the

3:38

state of Russian science amid the war should

3:40

be the least of their concerns. They want the war

3:43

to end, they're protesting that. They

3:45

worry about their colleagues and friends

3:47

in Ukraine and elsewhere. So

3:49

I've actually heard this several times over

3:52

the course of my reporting, people were sort

3:54

of, well, you know, we're not really

3:56

focusing on this, but obviously

3:58

the war has

3:59

had a big impact on Russian

4:02

science across fields for the physical

4:04

sciences, for life sciences. It has

4:06

been mostly about

4:07

the impact of supplies, losing

4:10

access to collaborations.

4:12

Whereas for social sciences and humanities,

4:15

it's mostly damage inflicted by the Russian state,

4:17

by the repression and the persecution.

4:20

But I think the fundamental issue that

4:23

has emerged a little more than a year and

4:25

a half, I'd say, is the split in the community,

4:27

which is on the surface geographical.

4:30

A lot of scientists have left Russia, a

4:33

lot of younger and potentially

4:35

more interested in academic

4:37

mobility.

4:38

People like that have almost all

4:40

left. I'd say it's one of the

4:42

biggest groups to have left

4:44

Russia. But I think the split

4:47

goes a bit deeper than that. And I think

4:49

that this story overall is ultimately

4:51

about the choices that people

4:53

make, scientists make, whether

4:55

they want to stay or go elsewhere, whether

4:58

they want to continue their work.

5:00

And I think the division goes deeper

5:03

because it's really hard

5:06

to understand and to

5:08

actually, it's really hard to say

5:10

what should happen to Russian science, what

5:13

is happening to Russian science, right? So it's

5:15

not a question with a very, very straightforward

5:17

answer. What

5:18

are you seeing when you talk to researchers

5:21

that have

5:22

made the decision to leave? What are some of their

5:24

motivations? So for most Russian

5:26

scientists who left, I'd say the big

5:29

reason was the fundamental

5:31

disagreement with the state and they

5:33

could no longer tolerate

5:35

the government that is invading

5:37

another country, but also really

5:39

oppressing the citizens, right? Because most of

5:41

those scientists immediately went to protest

5:44

in the street and they were detained. One

5:46

of the first things the Russian government

5:49

did very early in the invasion

5:51

was they criminalized, and calling

5:53

it a war. So when I say

5:56

war in the story, that is actually illegal

5:58

in Russia. climate where

6:00

you want to live, where you want to work.

6:02

And actually a few people I've

6:05

talked to have had experience working

6:07

outside Russia. And some of them actually came

6:09

back to Russia

6:09

at some point over the last 20 years.

6:12

And now they're saying, well, I essentially

6:15

made a bet, right? I took the risk

6:17

of coming back to Russia, even

6:19

though I was concerned that the

6:22

political climate was soaring a bit, but

6:24

I still held out hope. But

6:26

now there's no hope. I just have to

6:28

leave. I think that's fundamentally,

6:30

that's the biggest reason. Any

6:32

concerns about being able to

6:34

do science in Russia, being able

6:37

to collaborate

6:37

with colleagues abroad, I think those

6:39

are all secondary fundamental

6:41

age states. It's the deep opposition to

6:43

what the government is doing. Yeah, you talked a

6:45

little bit about a comparison between the brain

6:47

drain in

6:48

the 90s when people left after

6:50

the collapse of the Soviet Union. But

6:52

that, again, the motivations are just so

6:54

much different now. Yeah, one of the people

6:57

on the story actually spells it out quite nicely

6:59

because he says that in the 90s people

7:01

went

7:03

sort of in search for a better life, they

7:05

went to other countries to find professional

7:08

success or just, you know, tolerable working

7:10

conditions

7:11

funding because that was the biggest problem

7:13

in the 90s.

7:14

There was no support from the state from the government.

7:17

But these days, people are running

7:20

from Russia, they're leaving Russia,

7:22

basically, to go wherever

7:25

they could. Most of these people have

7:27

landed in temporary positions.

7:29

They're not sure they will stay

7:32

where they are. So it's mostly

7:34

about actually leaving Russia

7:36

rather than going anywhere specifically. One

7:39

other important

7:40

difference between this wave of

7:42

brain drain and the one in the 90s is

7:45

Russian scientists nowadays, especially

7:47

the ones interested in leaving and

7:49

the ones who left

7:51

are much more integrated into

7:53

the global community. Most of

7:55

them, if not all, speak enough English

7:57

or other languages, they know how to publish.

8:00

international journals that makes

8:01

it much easier to move.

8:03

Do we know how many people, particularly

8:05

scientists, have left Russia? So

8:08

that is obviously the biggest question on everyone's

8:10

minds, right? How many scientists

8:12

have left the scale of this brain

8:14

train.

8:15

It's really hard to estimate because

8:18

it's a sensitive topic. Nobody in the Russian

8:20

government likes to talk about it. And

8:23

the scientists and policy experts

8:25

who do talk about it, sometimes they

8:27

tend to inflate it a bit, I'd say, for

8:29

their own purposes. There's no hard

8:31

data. But there are sort

8:34

of proxies that you could use

8:36

to get a sense of what

8:38

the scale might be. One of the proxies

8:41

is looking at open source software

8:43

developers. They're arguably more

8:46

mobile than scientists, but still,

8:48

I'd say maybe it's

8:49

on par with other highly

8:52

qualified professionals, according to the

8:54

analysis that we refer to

8:56

in the story, up to a third of open

8:58

source software developers have actually left Russia.

9:01

Another way to look at the potential

9:04

scale of the brain rate would be to look at the intention,

9:06

right? How many people want to leave Russia? And

9:09

there was an industry survey in 2022, which asked

9:11

scientists how the

9:12

war, how that

9:16

affected their intention to leave Russia. A

9:19

whole third of respondents in that, you

9:21

know, several thousand strong survey said

9:23

that either somewhat or strongly

9:26

increased their intention to leave.

9:28

And if you look at younger people

9:29

at scientists under 39,

9:31

that figure was slightly over 50 percent. That's

9:34

a different question, whether they can, even whether they

9:36

have left. But the intention, of course,

9:38

is still

9:39

very much there.

9:40

You also, for

9:41

the story, spoke with people who stayed

9:44

in Russia and continue to try to be

9:47

researchers, although I don't know how easy it is

9:49

these days. You know, what were some of the reasons

9:51

they said that they prefer

9:53

to stay or do they have to stay?

9:55

So, first of all, I should say that many

9:57

of those people actually either declined to be interviewed

10:00

or spoke to me anonymously

10:02

because you can get informed

10:05

on, you can get reported for activities

10:07

that disparage the Russian

10:10

state or

10:10

overload the Russian army. One

10:12

of the experts in the story talks

10:14

about these repressions,

10:16

these persecutions being

10:19

expressly random, right? So there's no way

10:21

of telling in advance whether

10:24

something will cause you trouble. I think that's

10:26

actually,

10:27

that must have been the reason why many of those people

10:29

declined to be interviewed. But the

10:31

ones that did agree spoke

10:34

mostly of the need to

10:36

stay to keep

10:38

teaching younger scientists, keep teaching

10:40

students good practices, ethical

10:43

ways of doing science, actually teaching

10:46

them good things. If everyone leaves,

10:48

there's a generational gap ahead

10:50

of us, I think, in training scientists.

10:53

Some of the people who stayed also

10:56

mentioned that it would

10:58

have been really hard for them to

11:00

leave the objects of their research,

11:02

right? So maybe if you're a mathematician,

11:04

you could probably grab your papers

11:07

and leave. But if you're studying tree

11:09

rings in Siberia, that's a little

11:11

harder to do. But I felt

11:13

that that was always secondary to concerns

11:17

over supporting younger generations, supporting

11:19

people who are just starting out in science.

11:22

Yeah, I mean, it's a country's heritage in

11:24

some ways,

11:25

like this dynasty of scientists training

11:27

one generation after the next. And

11:29

that was raised also in several conversations.

11:33

Nobody is really ready to say, you know,

11:35

we should just close it down.

11:38

We should leave Russia and forget about

11:40

it. People still think that it's important

11:43

that a country as big as Russia,

11:45

a nuclear power, we have

11:47

people who understand science, understand

11:50

how science works, who are able to

11:53

do environmental monitoring, infectious

11:55

disease monitoring, even if you're not concerned

11:57

about actual Russians.

12:00

understanding students and making

12:02

the most of it, you still

12:04

need something. I think that's

12:06

a more fundamental reason, right? You

12:08

don't want to just abandon the whole country

12:10

to

12:11

pseudoscience. And that also came up,

12:13

by the way, because there's a demand for

12:16

what's called sovereign science, the

12:18

science that reflects Russian interests,

12:21

there's also been a surge in

12:23

dubious claims, basically. Something

12:26

that seems to be pro-Russia

12:28

and anti-Western can get

12:30

a boost. In that sense, it's even

12:32

more important to have actual scientists who

12:35

know that climate change doesn't

12:37

go against

12:37

Russia's interests. It's not a conspiracy

12:40

theory against the government. Yeah,

12:42

as you point out,

12:43

access to the Arctic and what is happening

12:45

there is really important for

12:47

people who are trying to monitor climate

12:49

change, and that's getting harder and harder. Yeah,

12:52

and I think, especially in conversations, not

12:55

just with Russian scientists, but also with Western

12:57

scientists outside Russia,

12:59

this often comes up as the reason not

13:01

to abandon Russian science, not to cut

13:03

off old ties. We can't just

13:06

pretend half of the Arctic,

13:08

the Russian controls, does not exist. We

13:11

need that data, we need better information, and

13:13

we need to collaborate with Russians, right?

13:16

Because you can't really just access the Arctic

13:18

without Russian scientists. That's not really

13:20

how it works.

13:22

So I think when people discuss

13:24

the sanctions against Russian science,

13:27

how they should be strengthened

13:29

or whether they should be dropped, one

13:31

of the factors that certainly influences this

13:33

conversation is how close they feel

13:36

to these unique assets

13:38

that Russia has. I mean, you can

13:40

tell that physicists, maybe economists,

13:43

who are not that concerned, I guess, with

13:45

climate research, they're like, well, whatever, we won't

13:48

miss it, right? There's nothing to miss about Russian

13:50

science.

13:51

Whereas when you talk to climate researchers, they're

13:54

like, yeah, maybe not. Maybe that's

13:56

we can't cut Russia out of it. The

13:59

government is actually... pushing particular

14:01

collaborations, particular

14:02

international partners for research

14:04

now.

14:05

How is that working out, being selective

14:07

at that like government level for who

14:10

researchers should be working with?

14:11

That is the second part to the whole

14:14

like sovereign science narrative, that the

14:16

Western science turned against us,

14:19

but we have these great partners,

14:21

China, India, Iran,

14:24

countries outside the Western

14:27

science space that are really eager

14:30

to work with Russia,

14:31

the Russian science funders funding

14:33

agencies have boosted the

14:36

joint funding calls for these

14:38

projects. But I

14:40

say it's not that straightforward. It looks

14:42

very unique on paper,

14:44

but when you actually try to establish these collaborations,

14:48

some of those countries don't really have enough shared

14:50

interests with Russia topics that they

14:52

could work on. And for some of them, I mean,

14:54

for China, there's a lot of declared

14:57

interest. But if you look at the

14:59

recent wave of prosecutions

15:02

of Russian scientists for treason,

15:05

many of those cases are actually linked

15:07

to supposedly selling

15:10

state secrets to China.

15:12

I mean, to be pushing more collaboration

15:15

with China, actually, I can see this

15:17

in a very different light with those prosecutions

15:19

in mind. Yeah, it definitely would make

15:21

people hesitant to

15:23

try to collaborate if there's

15:25

this risk for

15:26

going on trial for treason. Of course, of

15:28

course.

15:29

So, you know, it's hard to make predictions

15:31

now about what is going to happen because

15:33

the conflict is still happening. The

15:35

government is still repressing the

15:38

speech of the scientists at state in the

15:40

country. But did anybody that you talked

15:42

to say, you know, I have a lot of hope,

15:44

or I think that we're going to

15:46

see things degrade further? When

15:48

I asked people what

15:50

their outlook

15:50

was for the next several

15:53

years, most of them, I think, if not

15:55

all of them actually started with, that really

15:57

depends on when the war ends. Right.

16:00

waiting for that, I'd say. But

16:02

beyond that, beyond just wanting

16:04

the war to end, well,

16:05

there's actually a very pertinent

16:08

Russian saying, on average, Russians

16:10

live pretty well.

16:12

Worse than last year, but definitely better than

16:14

next year. So I

16:16

think that was sort of the sentiment

16:19

behind many answers, right? People do not expect

16:21

anything to improve really soon. They

16:24

don't expect any recovery

16:27

from isolation to start until

16:29

well after the war is over.

16:31

That will take time.

16:32

But also, again, depending on the field,

16:34

people are really worried, especially

16:37

in social sciences,

16:38

that

16:39

the destructive processes

16:40

that mostly the Russian government is doing

16:43

for social sciences, for humanities,

16:46

again, it's not the sanctions that are doing the most

16:48

of the damage. It's actually the government.

16:50

And fundamentally, that's going to be harder

16:53

to recover from without

16:54

some drastic fundamental changes.

16:58

And people are worried that best

17:00

case scenario, we end up with a big diaspora

17:03

that is

17:03

hopefully going to return to

17:05

Russia at some point and find

17:07

colleagues who have stayed there and who actually

17:10

survived and are still being silenced.

17:13

And we

17:14

reunite the community again, I'd say. I

17:16

think that's the optimistic vision.

17:19

The longer this war goes on, obviously,

17:21

the harder

17:21

it is to actually

17:23

hold and declare any sort of hope

17:26

for this. So

17:27

is this hard to write about? I mean,

17:29

besides the fact that very few people

17:31

were willing to talk from inside of Russia, is it

17:34

a hard story to do?

17:36

It is. I think

17:38

right now, there's

17:40

understandably very little appetite

17:42

for context and nuance

17:44

around all things Russia.

17:46

Talking about Russian science

17:48

and the troubles that Russian science is

17:51

in,

17:51

can feel really inappropriate given what's

17:54

happening in Ukraine and

17:56

given the obvious

17:58

links between Russian science.

18:00

and the military-industrial complex and

18:02

the Russian state. All of that I think is

18:05

very clear to everyone

18:07

I've spoken to in this story, pretty

18:08

much everyone.

18:10

But I still thought it was important to

18:12

add

18:12

some nuance, some context

18:15

to this narrative that Russia's

18:17

just cut off and we don't

18:19

really know what's going on there. I think we still

18:22

do and I'm grateful

18:23

to people who actually agreed to talk to me under

18:25

their

18:26

names or anonymously. I think that was very

18:28

important for me to make

18:31

those voices heard as well. Thank you so

18:33

much, Olga, for talking with me. Thank you,

18:35

Sarah. Olga Dobrovidova is

18:37

a science journalist based in France.

18:39

You can find a link to the story we discussed at

18:42

science.org slash podcast. Stay

18:45

tuned for my next conversation with researcher

18:48

Jacob Robinson about improving

18:50

electronics that go inside the body. You

18:59

could think about the body as a series

19:01

of nested machines at

19:04

different scales. Cells as

19:06

tiny machines inside the machines

19:08

that are our tissues, that are organs, that

19:11

make our hormones or move us around,

19:14

inputs and outputs, chemical

19:16

gradients, electrical power. Of

19:18

course, it's way too complicated for humans

19:21

to make on purpose. And

19:23

our bodies, these machines, don't always work

19:25

as expected. Sometimes

19:28

we actually put real machines that are simpler

19:30

but helpful inside our biological

19:33

machines, our bodies. These are implants

19:35

that help us stimulate or regulate or

19:37

just report out what our body is

19:39

doing

19:40

so we can treat it better.

19:42

These machines can have their own power or

19:45

take advantage of some of the activity of our

19:47

cells or muscles. Now we

19:49

have Jacob Robinson. His colleagues

19:52

wrote a review about the future of

19:54

miniature bioelectronics

19:56

this week in science. Hi Jacob, welcome

19:58

to the Science Podcast.

19:59

Hey Sarah, great to be here. Thanks for having me. Yeah,

20:02

sure. I first think about

20:04

case

20:05

makers when I hear about implanted electronics.

20:08

What else is there out there now,

20:10

you know, that's implanted in people's bodies?

20:12

They're walking

20:13

around with a little tiny device somewhere

20:15

on them. Yeah. Lots of things. So you may

20:17

be familiar with continuous glucose monitors.

20:19

Oh yeah. Right. People with diabetes

20:22

want to be able to track their insulin or blood

20:24

sugar. That's one example. Cochlear

20:26

implants is another.

20:27

Yeah. So that helps with hearing and it

20:29

basically is a sensor and it stimulates

20:32

something further down the line. Yeah. It

20:34

stimulates the nerves in the inner ear

20:36

and the cochlea

20:37

for people who can't hear. Very

20:39

cool. There's lots of other examples. Cardiac

20:42

loop recorders, things that could monitor your

20:44

heart rate. There's basically

20:46

an expansion of different types of devices

20:49

that people are probably familiar with that we use

20:51

to stimulate and record activity

20:53

inside the body. Right. So there's kind of

20:55

an array of targets, but there's also

20:58

different modes they're operating and they could be stimulating.

21:00

They could be taking data. What

21:02

are some of the advantages to having

21:05

these onboard medical devices?

21:08

One of the real advantages to

21:10

having these implantable medical

21:12

devices is

21:13

their ability to be much

21:16

more specific

21:17

in the way that they interact with the body.

21:19

Then you can be with drugs. Right.

21:22

For example, I didn't mention deep

21:24

brain stimulation, but that deep brain stimulation is another

21:26

type of device and that stimulates the region

21:28

of the brain. That's very specific,

21:31

very difficult to target with the drug because drugs can

21:33

go everywhere in your body. But with an electronic

21:35

device, it can go directly to a target

21:37

that could be a nerve for chronic pain. It could

21:39

be a region of the brain in the case

21:41

of Parkinson's disease that results in the tremor.

21:45

Those targets we can interact with very

21:47

precisely in a spatial targeting. We can also

21:49

be very precise

21:50

and poorly or with time. You can turn them on

21:52

and off as you need them throughout the day

21:55

in ways that drugs are really difficult to regulate.

21:57

Your review kind of goes

21:58

over the.

21:59

various components of these devices

22:02

and how they can be improved

22:05

or what the barriers are to improvement. One

22:07

of the things that you talk about the most

22:09

is the energy source. When I think about

22:11

pacemakers, I think about batteries.

22:14

You have to actually replace the battery at a

22:16

pacemaker after a certain period of time. Not

22:18

ideal. Not ideal. You don't really want to do

22:21

multiple invasions into the body. How

22:23

else are they a limitation and the scale? Why

22:26

else are

22:26

they a problem for implanted

22:28

devices? It's not just the challenge

22:31

of having to replace the batteries, which you obviously

22:33

don't want. On swapping

22:36

a surgically implanted device every few years. The

22:38

other thing that batteries really

22:41

limit is the size. There's this trade-off.

22:43

It's like, I don't want to swap this battery

22:45

out every two years. I need

22:48

a bigger battery. Well, a bigger battery

22:50

is a bigger implant. If I

22:52

have that big implant, it can't necessarily

22:55

be at the location that I want to stimulate

22:57

or record. We can't fit an iPhone

22:59

everywhere inside of our body. Exactly.

23:03

Then you're like, okay, I got to put my iPhone, let's

23:05

say in the chest, and then I have to have a wire

23:08

going from that battery pack

23:10

to my brain or to my heart or wherever

23:12

it is I want to interact with. Now you have

23:15

wires connecting this battery

23:17

pack to someplace else.

23:19

Yeah, you get more stuff in your body. You

23:21

have more connections, places where things

23:23

can fail. I know I keep using the phone as

23:25

an example, but bear with me. It is this really

23:28

good example of miniaturization.

23:31

Smaller screens to a certain extent,

23:33

smaller batteries, more and more computing

23:36

power in a smaller size.

23:39

They're getting better at hiding in our pockets

23:41

and being more and more powerful. How

23:43

is that kind of miniaturization, particularly

23:46

with batteries, how has that

23:48

been translated into the implants that

23:50

we're talking about?

23:51

Some of the advantages that are making their way over are

23:54

lower power electronics, so maybe

23:56

you don't need as much energy from the battery,

23:58

and better batteries. So things that

24:01

are smaller but still have enough

24:03

energy to operate your device for a longer period of time.

24:06

There are maybe better

24:07

alternative ways

24:10

to deliver power to these

24:12

devices. And you go through these in

24:14

a lot of detail in the review.

24:17

And I really thought this was interesting. One

24:19

is harvesting energy from the body

24:21

in a number of different ways. Can you kind

24:23

of walk us through some of those options? Yeah. And

24:26

maybe taking a step back,

24:28

the idea of having a battery in

24:30

your entire device is great. And we're

24:32

trying to draw as much as we can from advances

24:35

to make these batteries smaller, to last longer. But at some

24:38

point,

24:39

the battery is so small that

24:41

the amount of energy that you have isn't

24:43

going to last you for an entire day. Yeah.

24:46

And at that point, it becomes kind of annoying to have to recharge

24:48

something multiple times a day. Yes. For

24:50

anybody who's ever had, I

24:52

don't know, a phone, it's true. Yes. Yeah.

24:56

I don't want to say, hold on, time out. I have to charge my phone three times a day.

24:58

You don't want that through your implanted device either.

25:01

So the focus of this review is to say, look, if

25:03

I wanted to really push the limit to make something

25:05

really tiny, that battery is not going to last me long enough.

25:08

So I have to get energy from somewhere else. And

25:10

maybe I could get energy from the body itself. We make energy. Yes.

25:14

Yeah. We're expending energy through

25:16

our movements, the heat of our body

25:18

is energy that we can maybe harvest.

25:21

And maybe we can use that energy instead

25:23

of a battery and devices could be made extremely

25:25

tiny.

25:25

Yeah. I mean, we do see this and

25:27

watch it now. Like you can charge your

25:29

watch by swinging your arm around. Isn't that

25:31

right? Exactly.

25:32

Kinematic energy can be harvested

25:34

for some of these devices as well. So we looked

25:36

at

25:37

all the advances and some of these advances aren't materials

25:39

advances. So

25:40

if I could have a material that does a better job

25:42

of harnessing that kinematic energy, then

25:45

I could support more advanced functions. If

25:48

that's a stimulation function or a sensing function,

25:50

I could power that just with the energy from the body itself,

25:53

thanks to advances in new materials. Right.

25:56

So materials that get energy from flexing,

25:59

like the flexing.

25:59

of your arms or to

26:02

find rapid movement that you have

26:04

in the beating of a heart that's a different type

26:06

of material that we might use to harvest that energy.

26:08

So these are all movements, they're movements

26:10

that are manifest in slightly different ways and they're different

26:12

materials that are better at capturing that energy

26:15

from the body. How about chemical

26:17

energy from the body?

26:18

We have chemical gradients. We have basically

26:21

little electric circuits of our own

26:24

inside of our bodies. Yeah, exactly right.

26:26

The acid in our gut can be used to

26:29

power devices, particularly a device you might imagine

26:31

swallowing, like a smart pill. There's a lot

26:34

of these opportunities for us to use the chemicals

26:36

in our bodies as kind of like their own

26:39

battery for a device that has no batteries

26:41

at all.

26:42

What if you can't get

26:43

all the power you need from a

26:45

small battery or from harvesting?

26:47

Can we talk about this process of beaming

26:50

energy into the

26:51

body wirelessly?

26:53

Ideally, I want to put something in my body.

26:56

No batteries and it's going to make me better because

26:58

it's going to stimulate and record and never have to recharge it again because

27:00

it's getting all the energy it needs from my body. The

27:03

problem with that idea is that when

27:05

we looked at the literature to see how

27:07

much energy we're able to harvest, it

27:09

doesn't support all of the functions that I

27:11

want to do. It's really hard to get enough

27:13

energy even for cardiac pacing, the

27:16

deep brain stimulation application. So I wanted

27:18

to measure the oxygen in one's

27:20

blood.

27:21

There are no examples in the literature that we could

27:24

find where we're able to harvest that much

27:26

energy from the body itself. So the mass

27:28

doesn't work out? There's not enough juice from the materials

27:31

that we have to harvest energy, at least not yet.

27:33

The idea is then to just send the power directly. No

27:35

battery needed, just

27:36

get it into the body as much as you

27:38

need, right? Yes. I want to

27:40

beam it

27:40

in and that way I don't have to have a battery inside.

27:43

That's great.

27:44

Safer. Size becomes less of an

27:45

issue. Oh yeah, make it super tiny

27:48

and ideally never have to replace it because

27:50

there's no battery that runs out. Okay, so

27:52

the concern here, which you raised in your review, is

27:55

beaming energy into the body could

27:57

cook something, could cook the tissue.

28:00

up uncomfortably or do damage.

28:02

So how do you get around that

28:04

problem if you want to move energy into the body

28:06

without harming it?

28:08

This is where we can look to materials yet again.

28:10

So we can find materials that are more efficient

28:13

at capturing that energy,

28:14

and then we don't have to turn up that energy

28:16

beam so high. The other thing we can

28:18

do is you can find materials that absorb

28:21

different types of energy. So magnetic

28:23

fields are a really good example of this. In a

28:25

magnetic field, you can go to an MRI machine,

28:28

you get magnetic fields to go through your body, it's very safe,

28:30

and we're discovering that there are materials

28:33

that can efficiently harvest energy

28:35

from those magnetic fields.

28:36

Ultrasound is another example. If

28:38

you use ultrasound for diagnostics,

28:40

there's a new class of devices

28:42

that are using ultrasound to capture

28:45

energy from those ultrasound waves.

28:47

One last

28:48

consideration for these devices,

28:51

we also need to talk about how to

28:53

get data into them

28:55

and out of them. So we don't want to have

28:58

big hard drives in there, we don't want

29:00

to have to plug people into things, how

29:02

are we going to link these things so

29:04

that we can get that

29:05

sensor information or give the

29:08

device commands? Yeah, that was the last

29:10

piece that we looked at.

29:11

We have similar considerations, right? If I want to

29:13

beam

29:13

energy in the body, it has to be safe.

29:16

I also want to be able to send data

29:18

using that same form of energy.

29:20

At the same time, I want to be able to get data back.

29:23

One thing we are always trying to fight against

29:25

is the energy that's being consumed by that device.

29:28

If I want to make it tiny, I want to be able to transmit

29:31

data without consuming a lot of energy

29:33

from my implant. And what we've found in the

29:36

literature that we described in this review

29:38

is that there's a variety of ways to use materials

29:41

again, and these materials reflect

29:43

energy back. It's called backscatter.

29:45

And if I can get materials that reflect back

29:47

ultrasound, reflect back magnetic

29:49

fields, reflect back electromagnetic

29:52

waves,

29:53

then I can communicate efficiently

29:55

with these implants without using

29:57

up a lot of energy on the implanted device.

29:59

device itself. So you supply the energy when

30:02

you're going to get the messages. Yeah.

30:04

The way that I think about a lot of these backscatter communication

30:07

standards are kind of like a tuning

30:09

fork. If I want to

30:12

get information from someone who's holding

30:14

a tuning fork, I just need a way to

30:16

bang on it. So if I have a hammer, I could bang

30:18

on that tuning fork and I can listen to

30:20

the way that that tuning fork rings down

30:23

the tone.

30:24

And me holding that tuning fork,

30:26

I can put my finger on it to keep it from ringing down or

30:28

I can leave my finger off and let it ring down

30:30

for a long period of time.

30:32

And so as someone holding the tuning fork, I can

30:34

expend very, very little energy just putting

30:36

my finger on or off that tuning fork. And

30:38

the person holding the hammer, they're using all that

30:40

energy to bang on that fork. And

30:43

that's what we're trying to do here. That external device

30:46

that's providing the power is also banging on that

30:48

tuning fork. So we don't have to have any energy

30:51

or very little energy consumed on that device

30:53

in order to transmit data back. That's

30:55

something that's been really powerful to open up these miniature

30:57

devices that are smart and talk

31:00

to those external devices. Putting this all

31:02

together, you kind of have explored

31:04

the limitations of what we have now

31:06

and some future directions for improvements and

31:08

the different components

31:10

of biomedical devices like this. Looking

31:13

way out into the future, things are improved,

31:15

they're refined. What kinds of applications

31:17

do you

31:17

see in the future for bioelectronics?

31:20

Yeah, I love to think about where we're heading with this.

31:23

The world I'd like to imagine is one where there's a

31:26

mesh network inside the body, kind

31:28

of like at home I have my wireless network

31:30

and I can walk anyplace in my house and I can

31:33

connect to the internet. And the body, I think

31:35

we have that similar type of opportunity where we can

31:37

have tiny devices that can measure

31:40

blood oxygenation, blood pressure,

31:42

heart rate, glucose,

31:45

neural activity. All of this can be

31:47

connected into a system that can

31:49

provide therapy in

31:51

ways that adapt to your needs. For

31:54

example, if you're seated, your

31:56

blood pressure doesn't need to be as high as

31:58

maybe when you're standing. And so we can regulate

32:01

the heart, we can regulate blood vessels

32:03

relative to

32:03

your needs and adapt with you as

32:06

you go throughout your day.

32:07

You're collecting all the baseline data

32:09

and then using that to decide

32:12

when assists

32:12

are necessary. We think of it as like

32:14

a cruise control, but for your physiological

32:17

processes. It adapts, you know, as you're going

32:19

throughout the day, if I need more stimulation, it automatically

32:22

can increase that level of therapeutic

32:24

stimulation or decrease that level of

32:26

therapeutic stimulation without even having to think

32:28

about it.

32:29

Thank you so much, Jacob. Well, thank you, Sarah. It

32:31

was a real pleasure to chat with you.

32:32

Jacob Robinson is a professor in the Department

32:35

of Electrical and Computer Engineering at Rice

32:37

University.

32:38

You can find a link to the review we discussed at

32:40

science.org slash podcast.

32:43

And that concludes this edition of the Science

32:46

Podcast. If you have any comments or suggestions,

32:49

write to us at sciencepodcast at

32:51

A-A-A-S dot O-R-G. To

32:54

find us on the podcasting

32:55

app, search for Science Magazine,

32:58

or you can listen to the show on our website,

33:00

science.org slash podcast.

33:03

This show was edited by me, Sarah Crespi,

33:05

Megan Cantwell, and Kevin McLean with

33:08

production help from Podigy.

33:10

Jeffrey Cook composed the music on

33:12

behalf of Science and its publisher, AAAS. Thanks

33:16

for joining us.

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