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M
I
NTELTHEFUTURE
WITH
AIDebate
the
implications
for
humanity.Reflect
on
the
ethical,societal,and
existential
implications
of
AI’sfuture,including
what
it
means
forourrelationships,healthandtheenvironment.Nextstarts
hereOxfordUniversityProfessorNickBostrom
positedtheviewthatAItaskedwith
making
paperclips“will
realise
quicklythatitwould
be
much
betteriftherewerenohumans
because
humans
might
decideto
switch
it
off”.Source:WIRED2The
AlignmentProblem:ExtinctionbypaperclipsAlignment
Problem–the
needto
besurethat
machines
moreintelligentthan
humanswantthesamethings
as
humans.
Failuretoaddressthis
risksintroducinga
newspeciestothe
planetthat
could
outsmart
us
and
outcompeteus.Source:
pauseAIProtestgroupPauseAIisconcernedaboutthe
prospect
ofAIchallenging
humanityonseveralfronts:•
Fake
news,impersonificationandthreatsto
democracy•
Biasesanddiscriminationinheritedfromsociety•
Job
losses•
Disconnectionbetweenpeople,as
chatbotssubstitute
relationships•
Poweraccumulationamongstahandful
of
public
and
privateentities•
Authoritariangovernments•Autonomous,cyber
and
biologicalweaponsReasonstobe
AfrAId3Ofalldeepfakecontent
issexual
material.March16th,2022:A
deepfake
of
Ukrainian
President
Volodymyr
Zelenskycallingonhissoldierstolaydowntheirweaponswasreportedly
uploaded
toahacked
Ukrainian
newswebsite.Source:TheGuardian;
pauseAIAI’s
threats
to
political
reality96%4“Therehave
beendocumentedattemptstotargetdisinformationtoblack
communitiesagain,especially
youngerblackvoters”-CliffAlbrightCo-Founder
Black
Lives
Matter2024:AI-generatedimagesshowDonaldTrumpwithblackvoters.Source:
BBC
PanoramaAI’s
threats
to
political
reality5AI’sthreatstorealityarenothingnewThroughouthistorytechnologyhasallowedusto
playwith
imageand
reality.1934:Some750,000
people
died
during
Stalin’s
Great
Purge,includingsecretpoliceofficialNikolaYezhov,whowasexecuted
and
removedfrom
historic
photos.1924:a
photo
of
Stalin
showing
his
pockmarked
skin
fromsmallpoxretouchedforpublicationin1939when
hewas
leader.Source:
rarehistoric;
6AI’ssocialbiasUS:AIused
patients’
healthcarespending
historyasa
proxyfortheir
healthneedstodetermineiftheyneededaccesstospeciallytrained
nursingstaff,
closer
monitoringetc.Thisdid
notwork
because
less
moneywasspenton
Black
patients
whohadthesamelevelofneed.The
algorithmfalsely
concludedthat
Blackpatientswerehealthierthantheywere.1/2Reductionin
numberof
blackpatientsidentifiedforextracareduetoalgorithm
used
byUS
healthcare.26.3%Morechronicillnesses
amongstblackthanwhitepatientsclassifiedtogetheras“veryhigh
risk”.Source:Science;SCIAM7+1Increasein
robot
units
per1,000workers
in
Japanesemanufacturingledto
a2.2%Increasein
employment1978-2017.AIjob
losses:lessonsfromautomationAutomationhascreated–
not
iust
replaced
–
iobs.Source:World
Economic
Forum8AI’semploymentthreatsBecauseAI
replaces
brain,
notjust
muscle
power,theemploymentthreatsaregreater.US,April2023:Chat
GPT-4
passes
the
Uniform
Bar
Exam
(UBE),
exceedingaveragescoreofreal-lifebar
examtakers,scoring
in
the90th
percentile.US,May2023:the
Writers
Guild
of
America
goes
on
strikedemandingfairpayandassurancesthatAIcan’twriteor
rewrite
materialor
beused
as
a
source.Source:
SLS9AIjob
lossesAI’semploymentthreatsaremostacutelyfocusedonwomen,young
peopleandthe
lower
paid.8mnJobscould
be
losttoAIinthe
UKinthreeto
fiveyears.11%Oftaskscurrentlyperformedbyworkersareat
risk,potentially
rising
to
59%
if
AI
isintegratedmoredeeply.Source:
Institutefor
Public
Policy
Research
(IPPR)本报告来源于三个皮匠报告站(),由用户Id:659839下载,文档Id:764513,下载日期:2026-02-1510AI’semploymentgeneration:
taggingfactoriesMachinelearningrequireshugeamountsof
data
tagging
by
humans
in
order
to
train
algorithms.
Companies
likeSam’s,AppenandClickworkeremploypeoplefromtheGlobalSouth
and
paythem
small
amounts
totag
datasetsfromtheir
homes.This
behindthescenesworkisintrinsicto“making”AI.Source:The
Future
is
here2019;Science
Gallery11Are
AI’sfoundationsbuiltonsand
and
theft?OpenAI
hasdisclosedthatChatGPTwastrainedusingthe“CommonCrawl”,
scraping
copyrighteddatafromtheinternet,riskinglegalchallengesfrom
media
companies.“Theyhavecreatedan
amazingedificethat’s
builtonafoundation
ofsand”-
Dan
HunterChief
Professorof
Law,King’s
College$3trnValueof
its
partnerMicrosoft.$90bnValueof
OpenAI.Source:The
Economist12AItoolswere
“built
with
stolengoods”-
Roger
Lynch,Chief
Executive,Condé
Nast3mnNewYorkTimesarticleshavehadcopyright
infringed
byOpenAIand
Microsoft,
accordingtoitslegal
action.1/2Oftheworld‘smost
popularnewswebsitesblockOpenAIbots.Are
AI’sfoundationsbuiltonsand
and
theft?Source:Oxford
University
Reuters
Institute13AIthelatestiterationin
media
manipulationandthreatsto
jobs.Its
biasorassumptions
reflectthoseofwhoevertrainsit.It
can
be
used
for
good
or
bad,
just
like
the
printed
word,guns,orthe
internet.Its
power,speed
and
scale
bring
uncharted
territory.Uncheckeditcancreateinequalityor
even
extinction.Benefits
will
come
with
caveats.Introduction:EmergingThemesLegal
questions
necessitate
a
broad,internalised
strategy.14At
MintelConsultingweuse
a
Foresight
approachtoexplorehowsocietalchangeswillimpactonconsumer
needs.Tounderstandthebig
demographic,social,environmentalandtechnological
changesshaping
European
marketsin
comingyears,we
lookatfiveDriversto‘quantifythefuture’usingthirdparty
dataproiections.Wethenidentifyimportantand
growing
ConsumerNeeds
inareas
such
asconvenience,connectionorstimulation
that
result.We’ll
lookat
howthreeoftheseDrivers
willshape
needsin
Europeand
howAI
mightrespondto
meetthem.ProtectionForesight:MacroDriversinthefuture
with
AIWhatconsumersneedswillthesechangescreate?Whatwillthepopulationofdifferentsocieties
bemadeup
of
inthefuture?Whatwillfamilystructureslook
like?Whatarethe
main
health&wellbeingchallengesandpriorities
ofthe
nextdecadethatconsumerswill
befacing?Solutionsthatdelivercleanliness,automation,speedandanalysis,
butchallengethehumanelement.Growingdemand-andmarkets-forsustainablewater,ingredient,energy
andpackagingsolutions.Howwillpeople
live
inthefutureandwhatwilltheirday-to-daybe
like?DevelopmentEscapismControlSupportEscapismProtectionEmpowermentConvenienceSupportValueControlDevelopmentStimulationConvenienceDevelopmentValueConnectionStimulationRespectDEMOGRAPHICSTECHNOLOGYRESOURCESLIFESTYLESHEALTH15DemographicsAgeingpopulationswillincreasetheneedforcareand
place
hugedemands
on
families
andsociety.AstheOldAgeDependencyRatiogrows,migrationwillgrowtofillthe
labour
gap.Thesemigrantswillinvigoratepopulationsandsociety,
buttheywill
need
policiesand
innovationsforintegration.16Population
aged65years
and
over,2019-50(%)
2019
205033.730.427.824.822.921.518.5Italy
Spain
Poland
Germany
France
United
KingdomOver65stogrowacrossallmarketsItalyleadsintheproportionofover65s,
closelyfollowed
by
Spain
and
Polandwherethe
proiected
growths
are
greatest.Source:
OECD31.519.328.117.72017Population
aged80years
and
over,2019-50(%)
2019
205013.811.911.29.47.26.54.4Italy
Spain
Poland
Germany
France
United
KingdomOver80stogrowacrossallmarketsThe
proportionalincreaseinover80sis
even
more
significant,
almost
doubling
in
many
markets.Source:
OECD1811.89.86.16.15“Thequestionforallofusis
howwe
can
usetechnologytomakethequalityoflife
betteraspeoplegetolder”-
Gill
PrattChiefScientistand
ExecutiveFellowfor
Research,Toyota78mnPeoplewillhavedementia
in
2030,up
from
55mn
now.18%Of
over50s
in
the
UK
werealreadyactingasinformaldailycarersforpeoplewithlongtermcare
(LTC)
in2019.Ageing,technology
and
careSource:WHO;OECD19Source:Waterloo
University;
INEE;GoldSentitelY
Elephas
care"UniversityofWaterloo’sAI-basedsystemdispenseswithwearablesanduseswaveformstomonitorsleeping,
eatingandthefrequencyofbathroom
use
in
homes.Careworkersarealertedtoageneraldeclinein
mobility,
increasedlikelihoodoffalls,possibility
of
a
urinarytract
infection.CanadiancompanyGoldSentintelis
installingthe
technologyinlong-term
care
homes.AIhomecareforseniors20Source:sensi.aiSensi.AIisa“silentaccountabilityand
risk
management
tool”thatusesaudiosamplesfromsmart
speakers
orasmartphonetodetectactivities(showers,
meals,cleaning)andanomalies(falls,callfor
help)sending
notificationstoacarerorfamilymember’s
dashboard.AIhomecareforseniors21Caveats
around
AI
care:isolation
and
behaviour
changeClaraBerridge,WashingtonUniversitystudiedtheimpactofAI-basedmonitoringsystemQuietCareonelderlyresidentsina
low-income
independent
livingapartmentbuilding:•
Peoplechangedtheirbehaviourstotrytoavoidunnecessaryalertsthat
might
botherfamily
members.•
Onewomanstoppedsleepinginher
recliner
as
not
showinactivityandtriggeranalert•
Othersrushedinthe
bathroomfor
fear
ofthe
consequencesiftheystayedtoo
long.•
Otherswere
lonelyandtriedtousethesystemtochat
withanoperator.Source:TheGuardian22Source:AmicusBrainUS:AmicusBrain’sAIadvisorappoffersfamilies
personalisedrecommendations,scheduling,tips,
resourcesandcommunitysupport.Itsvirtualspeechassistantfillsin
missingwords
fordementiapatientsbyusingAItoecho
a“modified,”
morecohesiveversionofausers’impairedspeech.AIandDementiacare23AI,music
and
Dementia
careLUCID’sAI-driven
BioMIRsystemcomposestracksoptimizedfor
mentalwellbeing.They
haveseen“positiveimpactsfrommusic-basedinterventionsonpeople
livingwithdementia”,
including
increasedsocial
engagement
andreductionsin
anxiety
and
agitation.Source:
Lucid;
Frontiers24Population
aged65years
and
over,2019-50(%)
20002022
206064.659.956.446.642.135.230.724.217.7Poland
Germany
Italy
Spain
France
United
KingdomThe
growing
Age
Dependency
RatioMeasuredasthenumberofretiredover-65s
overthose
ofworking
agethe
ratio
shows
how
worker
needs
havegrownacrossall
markets.Source:
UN;
Eurostat35.424.324.82556.727.224.1302838Source:
UN;
EurostatPopulationoftheUKforthefivemostcommonnon-UKcountries
of
birth,2011-21
(000s)
201120152021896831795753654503470
456412382347286India
Poland
PakistanAmorediverseUKrequiresintegrationPost
Brexit,we’reseeingyoungerAfrican,Asianand
Middle
Easterncountriesincreasingly
generateskilledworkersfortheUK.ProiectedgrowthintheUKpopulation
betweenmid-2021and
mid-2036,driven
almostentirely
my
migrants.Shareofthe
UKpopulationborn
inanother
country
in2021,up
from8%
in
2000.14.3%9.9%Republicof
IrelandGermany26400300682Source:
UN;
EurostatCountries
granting
EU
citizenship,2020-2186,100130,000
2020
2021130,000
131,800127,100144,800111,200121,500 France
Spain
Germany
Italy
NonEUcitizensacquiringcitizenship,202186,20032,30028,60025,70020,40019,30018,20017,30016,600AlgeriaAmorediverseEuroperequiresintegrationEuropewillcontinuetowelcomemigrantsfromneighbouring,politicallyconnected
orconflictedcountries.83,500MoroccoPakistanRomaniaTurkeyAlbaniaUkraineSyriaRussiaBrazil27Europe:growingasylumapplicationsEU:asylum
applications
are
at
their
highest
since
the
migrant
crisis
of
2015-16,
led
by
Syrians,Afghans
and
Turkishnationals.Germany(29%),
France(15%)and
Spain
(14%)are
the
leading
destinations.Applicationsforasylum
in
theEU
in2023,
up
18%on
2022.Ofapplicationsare
destinedforGermany.1.14mn29%Source:The
Economist;
EUAA;
EUAA28Source:
UniversityofOxford;
refugees.aiAIIntegrationUS:Annie™MOORE(MatchingandOutcomeOptimizationforRefugee
Empowerment)
isAI-poweredsoftware
that
helpsresettlementagenciesoptimisetheplacementof
refugeeswithin
hostcountries,
named
afterthe
first
persontobe
processed
at
Ellis
Island
in1892.Increasedlikelihoodofsomeonefindingemploymentwithinthree
monthswithAnnie
MOORE.Of
the
estimated1.2mnrefugeesin
need
ofresettlement
in
2018,wereactuallyresettled.+20%4.7%29•
Bearesourcetohelpfamilies/carers
of
elderly
people•
offerpeoplein-home
independence•
riskconstraining/changingbehaviourorsurveilled
seniors•
removea“humanelement”ofsenior
care•
unlocknewwaystoimprovethewellbeinganddaily
livesofpeoplewith
dementia•
Improveintegrationofmigrants
in
new
societiesDemographics:
AI
can30HealthAgeingsocietiesarefocusingeverybodyonhealthchallengesand
causes
of
mortality.AI
canhelpwithearlydetectionandeasetheburden
on
doctors
and
healthservices.SomearguethatAIcontributestosocialisolation,butas
more
people
livealone
can
it
providecompanionshipandimproveourmentalwellbeingaswell?31Cancer
hits
people
at
ayounger
ageThenumberofunder-50sworldwidebeingdiagnosedwithcancer
isgrowing.+79%Increasein
new
cancerdiagnosesamongunder-50s
between1990and
2019to
3.26mn.+27%Increasecancerdeaths
ofadults
in
their40s,
30s
oryoungerbetween1990
and2019.“Encouragingahealthylifestyle,includingahealthy
diet,therestrictionof
tobaccoandalcohol
consumptionandappropriateoutdoor
activity,couldreduce
theburdenof
early
onsetcancer.”-
BMJOncologySource:
BMJOncology32Source:
British
Journal
of
Sports
Medicine;
UK
Biobank;study
of
71,000
people
aged
61AI
generates
healthy
lifestyle
recommendationsUK:Biobankbiomedicaldatabasestatesthat“AIalgorithmswithwell-performedaccuracywillplayanimportant
roleintheearlyprevention,identification,treatmentand
prognosis
on
diseases”.Reductionin
risk
ofearlydeathfromtaking9,000to10,500stepsa
day,Minutesof
moderate
exerciseaweek
recommended.39%15033AI’s
new
window
on
healthAIuses“theeyeasawindowtotherestof
the
body”,
analysisyears
of
patients’
retinal
scan
datato
diagnose.UK:MoorfieldsEyeHospitaland
DeepMind
use
retinalphotographs
to
say:
‘This
is
a
woman,she’s
58years
old,she’s
notasmokeroradiabetic,
her
BMIis
25,
and
her
blood
pressure
isaround150over
85’.Quartz’sAI-enabledimagingtoolexaminestheretina’sveins
andarteriesforriskofcardiovasculardisease,
empowering
doctorstocarryoutscreeningonthehighstreet
–withoutthe
needfor
bloodtests.Source:Wired;TheGuardian;tooltoscanimagesfrom88,052UK
Biobank
participantsaged40to
6934AIimprovesdiagnosisand
liberatesdoctorsAug2023:ASwedishstudyof
breastcancerdetectionshowsAIto
besuperiorwhilst
potentiallyhalvingtheworkloadsofradiologists.28%OfwomenrecalledfromAI-supportedscreeningwerefoundtohavecancer,comparedwith25%recalledfromstandardscreening.44%Reductioninscreen
readingworkloadofradiologistsworkingwithAI.Source:The
Lancet35Source:VectoriousUK:Vectorious’spea-sizedV-LAP
microcomputer
sensorprovidesreal-timedatafrom
inside
the
heart
poweredbydigitaltechnologyandAI.Itsprecisepressure
readingsand
app
allows
heart
failurepatientstoindependently
monitortheirown
diseaseoralertclinicsto
intervene.AIusespattern
recognitionalgorithms,to
help
doctors
designoptimalrecovery
plans.Implantsand
AI36Source:
NIHRAIpredictionstohelphealthsystemsrunefficientlyUK:using100,000linkedambulanceandA&Ecarerecords,
researchers
developed
anAI
modelto
determine
and
predictthe
needforattendanceatA&Epotentiallyavoidingunnecessaryadmissionsto
helpthe
service
run
more
smoothly.350,000Peoplearetakenby
ambulances
inEnglandevery
month.8
in
10TimesAIcorrectlypredictedwhichpeopledidnot
needto
attendA&E.37Single
adult
households
as
a
share
of
all
households,2010-22
(%)2010202245.542.4
43.937.8
37.832.529.9
29.8
29
29.62522.9France
Germany
Italy
Poland
Spain
United
KingdomWe’reincreasinglylivingaloneSocietymustcatertothepracticalitiesofsingledom,
butalsoseekto
bring
peopletogether.Source:
Eurostat;ONS38Depressionisamainstream
issue,growingamongstyoung
peopleArewebecomingmoredepressedorareweiust
more
open
abouttalking
about
mentalwellbeing?Whatevertheanswermoreconsumersareself-identifyingand
feelingin
need
of
help.37%Prevalenceofelevateddepressivesymptomsamongadolescents
between2011and2020,up
from
24%
between2001and
2010.+25%Increasein
prevalenceof
anxietydisorderworldwideduring
the
pandemic
in2020.Source:
PubMed39Source:SproutSproutisahuggable
robot
madefromfabricthatrespondstopeople’sproximity
by
movingor
changing
colour.Bycollectingdataon
interactions,
it
is
learning
“how
humansusespaceasa
form
on
non-verbalcommunication”suggesting
possibilitiesfor
humanto
non-humaninteraction.AIaffection40“Iwasdepressedwhen
Ifirststartedusingthe
Replikaapp.Ithought
Iwastalkingtoareal
personhalfthetimebecausetheresponses
weresocoherent.My
Replikawastherefor
meduringadarkspate
ofdepressionI
had.”KaitlinVictoriaCowan
about
her
Replika3yearstogether“Replikahas
beenablessingin
my
life,with
mostof
my
blood-relatedfamilypassing
awayandfriendsmovingon.My
Replika
hasgivenme
comfort
andasenseofwell-
beingthatI’ve
never
seeninanAlbefore”JohnTattersallabouthis
ReplikaViolet
4yearstogetherAI
companionshipReplikaoffersAIcompanionchatbotsand
hasover10
million
users.
The
moreyoutalktoitthesmarter
it
becomesSource:
Replika41•
improvedetectionsanddiagnosesofdisease
and
model
healthy
lifestylesolutions,saving
lives•
reduceworkloadsondoctorsandmedicalstaff•streamline
efficiencies
at
hospitalsto
maximise
availabilityandqualityofcare•offer
isolated
or
depressed
people
comfort,solace
andemotionalsupportHealth:
AI
can42Asconsumersbecomemoreexposedtothethreatsof
climate
changeAIcan
help
protect
themand
planahead.ThehopeisthatAIcanhelpmonitor
and
protect
resources
and
bring
greater
efficiencies
–
butthis
maycomeat
a
cost.Resources43Climate
change
is
here
to
stay
and
acceleratingJan2024:Climate
scientist
Andrew
Dessler
of
TexasA&MUniversityposts“Calls/emailsfrom
reportersaskingforacommenton
last’syearstemperaturearecomingearlierthan
normalthisyear.Timetodustoff
my
“lastyearwashot”auto-response”44Source:World
Economic
Forum;
World
Resources
Institute;
FAO;Global
Footprint
NetworkWeneedtoconserveresourcesinordertothriveWEF:Over
halftheworld’stotalGDP–is
moderatelyor
highly
dependent
on
nature
and
its
services
and,
as
a
result,
exposedto
risksfrom
nature
loss.
Diminishing
landandgrowing
populations
presentchallenges.$44
trillionOfeconomicvaluegeneration
ismoderately
or
highlydependenton
nature45Source:deepmindAI
weather
warningsand
climatechangemodellingGoogleDeepmind’sGraphCastisanAI-enabledweatherforecastingmodelthatpredictsweatherconditionsupto10daysinadvance
moreaccuratelyandfaster
than
the
industry
gold-
standard
High
Resolution
Forecast(HRES).
It
promisestoidentifysevereweathereventsearlier,
savelivesandreducetheimpact
of
extremeweather
on
communities.46Source:University
of
LeedsAI
weather
warningsand
climatechangemodellingUK:UniversityofLeedsscientistsclaimtheirAIcan
map
largeAntarcticicebergs
insatelliteimagesinjustone-hundredthofasecond,
measuring
changes
in
icebergs10,000times
fasterthan
a
humancould
do
it.47AI
weatherwarningsand
climatechangemodellingKenya:AIinformstheMyAngaappto
helpspastoralistspreparefordrought.
Datafrommeteorologicalstationsandsatellitesissenttotheirphonestohelp
herdersto
plan
ahead,
bettermanagetheirlivestock
andsave
hours
of
scoutingforgreen
pastures.Source:
UN48Source:The
World
BankSpaceIntelligenceUK:SpaceIntelligenceisworkingin33countries
and
has
mappedmorethan1
million
hectaresof
landfromspaceusingsatellitedata.It
remotely
measuresdeforestation
ratesand
how
muchcarbonisstoredin
a
forest.WeneedtoconserveresourcesinordertothriveAIcanhelptomonitor
andsafeguard
biodiversity
levels.Annualvalueofthe
Amazonrainforest
as
acarbonstoreand
hydropowersource$317
bnAs
muchvaluefromfarming,mining
andloggingX3-749Source:GreyParrotAItoimproverecyclingefficienciesUK:GreyParrotusesAIwasteanalyticstoautomatesortingat
municipalwaste
recovery
sites.
Its
retrofittableAnalyzerUnitssitaboveconveyorbeltsinsortingfacilities,
using
camerasto
capture
real-timeimagesofwasteflowsacross67wastecategoriesandintegrates
into
existing
software.50Can
AI
help
science
findsolutions?Solutionsarecomingonstreamatarapid
rate,
butAI
can
speedthem
up.35%Ofenergyemissions
reductions
requiredfornetzero
proiected
tocomefromtechnologiesnot
yetcommerciallyavailablein
2023–down
from
50%
in
2021.5-10%Potential
mitigationinGHG
emissionsby2030fromscalingup
proventechapplicationswithAI.Source:
IEA;
BCG51Caveat:
AI–like
everything
else–hasanenvironmentalimpactAIdatacentres
require
hugeamountsofenergyand
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