TheEconomistFebruary26th 2022 Science&technology 75
hasgrown,evenasthenumberoffactory
robotsincreased(seechart).
Thereisa similarfearinhealthcarethat
robotswilldestroyjobs.Butthisisa myth,
Michelle Johnson told the meeting. Dr
JohnsonisthedirectoroftheRehabilita
tionRoboticsLabattheUniversityofPenn
sylvania,andcurrentlyworksinBotswana
onwaystouserobotstohelppeoplerecov
erfromillnessandinjury.EveninAmeri
ca, let aloneAfrica, “there are just not
enoughclinicianstodothejob,”sheadds.
DrJohnsonhasa particularinterestin
helpingpeoplerecoverfromstrokes.This
sometimesrequiresintensivetherapyfor
longperiods.Butpublichealthcaresys
temsareoftentoostretchedtoofferany
thingbutlimited treatment.Robotscan
helphere,andinsomecircumstancesmay
bebetter,even,thanhumanphysiothera
pists,sincetheyarebothtirelessandreli
able.Theycan exerciseaperson’slimbs
withconsistentmovementsandtakeob
jective measurements of recovery.This,
saysDrJohnson,allowsa singleoccupa
tionaltherapist,assistedbya technician,
tolookafter,atthesametime,halfadoz
enor sopatients who would otherwise
needonetooneattention.
Robotsthatworkwithpeopleinsuch
waysdo,though,requirespecialtraining.
Andthereisa longwaytogotoimprove
thatsaysJulieShah,wholeadstheInterac
tiveRoboticsGroupattheMassachusetts
InstituteofTechnology.Mostrobotsper
formnarrowlydefinedtasks,withmobile
onesusingtheirsensorstoavoidbumping
intopeople.“Robotsneedtoseeusasmore
than just an obstacle to manoeuvre
around,”addsDrShah.“Theyneedtowork
withusandanticipatewhatweneed.”
Studying what happens in factories
showsthatthemostsuccessfulapplica
tionsemployrobots programmedby an
engineerwhoisworkingsidebysidewith
someone(asocalled“domainexpert”)ful
lyversedinthetasksathand.Tomakethat
easier,sheandhercolleaguesaredevelop
ingaisystemswhichcanschoola robot
usingnaturallanguagecommands.
Althoughallthreeexpertsbelievero
botswillenhancehumancapability,one
problemisthatregulationlagstechnology.
Withcovid19,saysDrJohnson,somecli
niciansworriedthateventhespreadofte
lemedicine mightaffecttheirindemnity
insurance,letalonerobots.Andalthougha
longroadremainsaheadforthedevelop
ment ofautonomous deliveryvans and
lorries,DrChristensenfindsit“ludicrous”
thatatestvehicledrivingacrossastate
borderinAmericamaythereafterhaveto
complywitha completelydifferentsetof
regulationsfromthosewhichpertainedin
theplacewhenceitcame.Itseemsanaw
fullotofmeetingslieaheadforroboticists
and regulators to determine how ma
chinesandpeoplewillworktogether.n
Bots at work
United States
Sources:UniversityofCalifornia,SanDiego;International
FederationofRobotics;BureauofLabourStatistics
50
40
30
20
0
0
19152010
Robot sales,
’000
3.0
2.5
2.0
.5
.0
19152010
Manufacturing
employment, m
Neuroscience
From here to
humanity
S
tudying thehuman brain is hard. Oth
er animals’ brains provide clues. But
they cannot reveal the special essence that
makes human brains different. Nor, often,
do they make good models for neurologi
cal conditions that affect human beings.
Recently, however, two halfwayhouse
approaches have been developed. One is to
grow socalled brain organoids from hu
man tissue. The other is to create animals
with humanderived neurons in their bo
dies. As the aaasheard, both approaches
are yielding results. But they also raise eth
ical questions of their own.
Organoids are usually grown from in
duced pluripotent stem cells—artificial
equivalents of embryonic cells. The pro
cess is now sufficiently well understood
for them to be mass produced and Paola Ar
lotta of Harvard University described ways
they are being put to use. These include
studying brain development, examining
the pathology and genetics of disease, and
screening potential drugs. A particularly
exciting idea is to grow organoids using
cells from people with known, genetically
related problems. That will allow specific
instances of disease to be investigated.
Dr Arlotta herself employs organoids to
study autisticspectrum disorders (asds),
using versions which incorporate muta
tions of three genes seemingly linked to
those conditions. Though these genes
work in different ways, she found that mu
tating any one of them induces the same
effects. These include accelerated develop
ment of cells called gabaergic neurons and
a consequent slowing of the rate, and dimi
nution of the amplitude, of electrical spik
ing. This is of interest because other stud
ies suggest that disrupted gabaergic sig
nalling is indeed associated with asds.
Dr Arlotta also described how it is now
possible to make organoids that resemble,
in their mix of cells, different parts of the
central nervous system (for example, the
cerebral cortex and the spinal cord) and to
link these together, and also to muscle or
ganoids, to create what are known as as
sembloids. That permits preliminary in
vestigation of how different regions of the
brain connect up, and how the brain con
nects with the rest of the body.
A thoughtful individual might, at this
point, be tempted to stop and ask whether
brain organoids themselves can do any
thing remotely like thinking. At the mo
ment, the answer to that is a pretty defini
tive “no”. Those currently emerging from
the culture tanks are under 5mm across, so
have less than a tenthousandth of the vol
ume of an adult human brain. More impor
tantly, microscopic examination shows
that they have little of the complex organi
sation found in real brains. And they have
no sensory connections through which to
learn about the world. But technology
moves on. As Bernard Lo, a medical ethi
cist at the University of California, San
Francisco, told the meeting, “this science
is developing rapidly, and we don’t know
what will be possible in a decade.”
The second approach, putting human
neurons into living animals, was outlined
by Joshua Sanes, who also works at Har
vard. Dr Sanes came to public attention a
few years ago as coinventor of “Brainbow
mice”—creatures that have had individual
neurons in their brains “painted” using
proteins that fluoresce in different col
ours. Recently, though, he has found him
self struggling against the limits of what
can be learned from laboratory animals,
and has become interested in the idea of
partly “humanising” them.
Transplanting neurons is an old tech
nique, and is even being tested therapeuti
cally for the treatment of Parkinson’s dis
ease. But they can also be transplanted be
tween species, and human neurons have,
indeed, been transplanted into mice.
Some, though, talk of going further, and
transplanting human neural stem cells in
to embryonic mouse brains. The intention
would be to create a “chimera” in which
brain cells from both sources were inter
mixed and interfunctional.
At the moment, formidable technical
obstacles stand in the way of doing this.
But Dr Lo’s observation about scientific
progress is equally applicable here. And
chimeric animals of this sort, which might
even exhibit humanlike behaviours, are an
idea at least as disturbing as brain orga
noids’ becoming conscious. In 2020,
therefore, America’s scientific establish
Organoids and neuron transplants give
new ways to study the brain