版权说明:本文档由用户提供并上传,收益归属内容提供方,若内容存在侵权,请进行举报或认领
文档简介
NewEconomySkills:UnlockingtheHumanAdvantage
WHITEPAPER
DECEMBER2025
Images:GettyImages.CoverbyAccurat
Contents
Foreword3
Executivesummary4
Introduction5
1
Evolvinglandscapeofhuman-centricskills6
1.1Whatarehuman-centricskills?6
1.2Supplyanddemandofhuman-centricskills7
1.3Industryandregionaltransformationtrends22
2
Calltoaction:developing,assessingandcredentialling
human-centricskills26
3
Fromprinciplestopractice:casestudiesforassessing,
developingandcredentiallinghuman-centricskills30
Contributors37
Endnotes38
Disclaimer
Thisdocumentispublishedbythe
WorldEconomicForumasacontributiontoaproject,insightareaorinteraction.
Thefindings,interpretationsand
conclusionsexpressedhereinarearesultofacollaborativeprocessfacilitatedand
endorsedbytheWorldEconomicForumbutwhoseresultsdonotnecessarily
representtheviewsoftheWorldEconomicForum,northeentiretyofitsMembers,
Partnersorotherstakeholders.
©2025WorldEconomicForum.Allrightsreserved.Nopartofthispublicationmaybereproducedortransmittedinanyformorbyanymeans,includingphotocopyingandrecording,orbyanyinformation
storageandretrievalsystem.
NewEconomySkills:UnlockingtheHumanAdvantage2
NewEconomySkills:UnlockingtheHumanAdvantage3
December2025
NewEconomySkills:UnlockingtheHumanAdvantage
Foreword
SaadiaZahidi
ManagingDirector
WorldEconomicForum
Competitivenessintheneweconomy–onethatisshapedbywidespreadprosperity,resilient
communitiesandinclusivegrowth–willbedefinednotbycapitalortechnologyalone,butbyhoweffectivelyeconomiescultivate
talentandhumanpotential.Aseconomies
navigatetransformationsdrivenbytechnological
advancement,demographicshifts,thegreen
transitionandgeoeconomicfragmentationand
uncertainty,thedefiningfeatureofeconomic
dynamismremainshuman.Economiesthatinvestinpeople–enhancingeducation,learningand
adaptability–recoverfasterfromshocks,generatemoreinnovationandachievemoreresilientgrowth.Inaworldwhereself-relianceandinterdependencemustcoexist,theeconomiesthatthrivewillbe
thosethatbuilddomestictalentecosystemswhileremainingconnectedtoglobaltalentflows.
Attheorganizationlevel,employerspredictthatnearly40%ofthecoreskillsrequiredtodojobswillbedisruptedinthenextfiveyears.Atthe
sametime,170millionnewrolesareexpectedtobecreated,evenas92millionaredisplaced.
Inthisfast-changinglandscape,almost80%ofemployerssaythatreskillingandupskillingwillbecriticalfortheirbusinessstrategy.
Whilewecannotneatlypredictthefullrangeoffuturejobsinthisrapidlyevolvingenvironment,thereisanopportunitytoalignonthe“bigbets”thatemployers,governmentsandindividualsshouldbemaking
whenitcomestobuildingaskillsinfrastructureto
ensurethateconomiesandworkersarereadyfortheopportunitiesoftheneweconomy.Manycountriesarealreadydemonstratinghowstrategicinvestmentsineducationandtechnologydiffusioncanrapidly
movethemuptheglobalvaluechain.Acrossall
economies,theabilitytoattract,retainandempowertalentthatcanadapt,createandcollaboratewill
determinefuturecompetitiveness.
TheNewEconomySkillsseriesaimstoprovideguidanceonskillsthatshouldbeprioritizedto
ensurebusinessandeconomieshavethetalenttodeliveroninnovation,resilienceandgrowth
priorities.Itidentifiesthecorecapabilitiesthatwillpowerinclusiveandsustainablegrowth:
1.Human-centricskills:asetofuniquelyhumanabilities–suchascollaboration,criticalthinkingandemotionalintelligence
–thatenableeffectiveinteraction,
problemsolvinganddecision-making.
2.AI,dataanddigitalskills:theabilitytousedigitaltechnologies,analyseandinterpretdata,andapplyartificialintelligence(AI)
toolsandconceptstosolveproblemsanddriveinnovation.
3.Greenandsustainabilityskills:knowledgeandabilitiesrequiredtosupportenvironmentalstewardship,promotesustainablepractices
andcontributetothetransitiontowardsalow-carbon,resource-efficienteconomy.
4.Tradeandvocationalskills:specialized,hands-onabilitiesgainedthroughtrainingorexperiencethatareessentialforperformingtasksinmanualortechnicaloccupations.
5.Businessskills:thecombinedabilityto
confidentlymanagetasksandchallengeswhileapplyingpracticalbusinesscompetenciessuchasprojectandfinancialmanagement.
Thisfirstinstalmentfocusesonhuman-centric
skills–thecapabilitiesthatallowindividuals,
organizationsandsocietiestoadapttochange
andleadtransformation.Investinginhumanskillsisnotjustpreparationforthefutureofwork,itisthefoundationofthefutureofgrowth.
NewEconomySkills:UnlockingtheHumanAdvantage4
Executivesummary
Intheageofartificialintelligence,thetruecompetitiveedgeisbeinghuman.
Amidtheriseofartificialintelligence(AI)andautomation,themostvaluableprofessionalcapabilitiesarenottechnical–buthuman.
Oncedismissedas“soft”attributes,human-centricskills–creativity,innovationandadaptability–havebecomethehardcurrencyofthelabourmarket.
Employersincreasinglyrecognizethatwhile
technologymaysupportefficiency,human-centricskillsdriveinnovation,collaborationandlong-termproductivity.Drawingondatafromeducation
industryandworkforcetechnologyproviders,a
reviewofexistingresearchandin-depth,expert
consultations,thiswhitepaperdefineshuman-
centricskills;analysestheirglobalsupplyand
demand;proposesaframeworkforassessing,
developingandcredentiallinghumanskills;and
highlightsfrontierpracticesfromaroundtheworld.
Employersvaluehumanskills,
butrarelymeasureorrewardthem
Althoughhighlysought-after,humanskillsremain
invisibleinmostlabourmarkets.Only72%ofUSjobpostingsexplicitlymentionatleastonehuman-centricskill.Insectorslikesupplychainandtransport,
thatnumberdropstojust44%.Theseskillsare
oftentreatedas“givens”–rarelyspelledoutinjobdescriptionsorsystematicallytaughtinschools.
Whencomparingmonetaryvaluesassignedtoskillsbyworkersacrosssectorsandacrossallfirmsizes,creativethinkingtopsthelistasthemostvalued
humanskill.Yetitisamongtheleastacknowledgedinhiringandpromotiondecisions.
Regionsshowdistinct
strengthsandsharedgaps
Globally,nearly60%ofexecutivesbelieve
educationsystemsnurturetheabilitytoworkwithothers,butfewerthanhalfseecreativity,curiosityorresilienceaswell-developed.Regionalpatternsshowdistinctivestrengths:
–Sub-SaharanAfricascoresaboveaveragein
creativity,resilience,curiosityandcollaboration.
–EasternAsiaandtheCaribbeanshowthegreatestoptimismabouthuman-skillsreadinessoverall.
–NorthAmericaandOceaniaexcelincreativityandproblemsolving,butlaginteamwork
andcollaboration.
Creativethinkingandresiliencearethefastest-
growingskillsglobally,withthesteepestincreasesprojectedinLatinAmericaandtheCaribbean,
South-EasternAsia,andSub-SaharanAfrica.
Meanwhile,curiosityandlifelonglearningremaintheweakestacrossallregions,underscoringaglobal
challengeincultivatingfuture-readymindsets.
Humanskillsarefragile,buthardtoautomate
Oftendescribedas“durable”,human-centric
skillsaresurprisinglyfragileandhighlysensitive
toexternalshocks.Economicdownturns,crises
andsocialdisruptionscanerodethemrapidly,
asopportunitiesforpractice,collaborationand
feedbackdiminish.Duringthepandemic,theuseofinterpersonalinteractionskillssuchasteachingandresiliencefellover5%below2019levels.Empathy
andactivelisteningprovedcomparativelymore
resilient,fallingbylessthan2%.Yetevenby2025,
nohuman-centricskillshadreturnedtopre-2019
levels.Thoughconsidereddurable,theycandeclinewithoutpracticeandintentionalinvestment;and
buildingtheseskillstakestime:while25%oflearnersshowprogresswithinweeks,mostneedseveral
monthsofdeliberatepracticetobecomeproficient.
Thegoodnewsisthattheseskillsarealsothe
leastlikelytobeautomated.Taskstiedtoempathy,creativity,leadershipandcuriosityhavejusta13%potentialforAItransformationsincetheydepend
onhuman–notmachine–judgement,contextandlivedexperience.
Thepathforward:makinghumanskillscount
Theworldurgentlyneedsnewwaystovalue,
assessandcredentialhumancapabilities.Emergingbestpracticesincludecreatingmeaningful,portablecredentialsthattravelacrosseducationand
employmentsystems;real-worldassessmentsthatmeasurecollaboration,creativityandadaptabilityincontext;andsettingsharedstandardsandcreatingsafespacesforhumanskillsdevelopmentwhere
peoplecanlearn,fail,reflectandgrow.
NewEconomySkills:UnlockingtheHumanAdvantage5
Introduction
Humanskillsarebecomingvitalfor
innovation,leadershipandadaptability,
yetremaindifficulttomeasureanddevelop.
Inanageofartificialintelligence(AI)anddisruption,thetruecompetitiveedgeishuman.Astechnology,demographicshifts,thegreentransitionand
geoeconomicuncertaintyreshapeeconomies,human-centricskills–innovation,creativityandadaptability–willdriveresilience,innovationandgrowth.Oncedismissedas“soft”,theyarenowcoredifferentiatorsforthrivingindividuals,high-performingorganizationsandagileeconomies.
Scaledeffectively,theseskillscandelivergainsfarbeyondindividualemployability.Atthemacrolevel,theyareenginesofresilienceandgrowth,boostingproductivity,sparkinginnovationandsupporting
economiestoadaptinthefaceofdisruption.Theyshapehowpeoplecollaborate,lead,disagreeandsolveproblems,layingthefoundationforbuildingtrust,socialcohesionandinclusion.Byequippingworkerswithadaptablemindsetsandlifelong
learninghabits,theyunderpincareermobility,resiliencetochangeandsustainablepurposethroughouttheirworkinglives.
Labour-marketshiftsmaketheseskillsmorevaluablethanever.Demographicchangeisexpandingrolesthatrelyheavilyonhumanexpertise,suchasnursingprofessionals,
socialworkersandteachers,whereempathy,
communicationandresilienceareindispensable–especiallyineconomieswheretheworking
populationisgrowing.Countrieswillonlyremaincompetitiveiftheytrainandnurturetalentwiththecriticalskillsneededtodriveinnovation.
Meanwhile,geoeconomicfragmentationand
economicuncertaintyareheighteningtheneedforresilienceandleadership.Evenintechnology-drivenfields,creativity,problemsolvingandemotional
intelligencearecriticaltoensurethatinnovationtranslatesintorealeconomicandsocialvalue.
TheacceleratingdevelopmentofgenerativeAIandrelatedtechnologiesmagnifiesthisurgency.
Technologicalinvestmentsalonewillnotdeliver
productivitygainsoreconomicreturns.Machines
canprocess,predictandoptimize,buttheycannotempathize,inspireorbuildtrust.Human-centricskillsarethebridgebetweentechnologicalprogressandmeaningfulorganizationalandsocietaloutcomes.
Asautomationcontinuestoreduceroutinework,
thepremiumonhumanskillswillgrow,empoweringindividualstothrivealongsidemachines,unlock
organizationalagilityandhelpeconomiesadaptamideconomicandsocialdisruptions.
Yeteducationsystemsandorganizationsworldwidestruggletoassess,developandcredential
thesevitalcapabilities,leavingtheirvalueunder-
recognizedandunder-used.Alackofstandardizedframeworks,scalableassessmenttoolsandclearpathwaysforrecognitioncontinuestolimittheir
visibilityandvalue.Thispaperrespondstothosegapsbyexaminingthesupplyanddemandof
human-centricskillsandprovidingguidancefor
businesses,educatorsandpolicy-makersonhowtodevelop,assessandcredentialthemeffectively.
Evolvinglandscapeofhuman-centricskills
Demandforcreativity,resilienceandcollaborationisrising,butinconsistenttrainingandassessmentleaveglobalskillgapsunresolved.
1.1
Whatarehuman-centricskills?
Human-centricskills–oftenreferredtoas“21st
century”,“durable”or“soft”skills–areuniquely
humancapabilitiesthatpromoteadaptability,
innovationandmeaningfulinteractionindynamic
andoftenuncertainenvironments.Theyencompasscreativeandproblem-solvingskillssuchas
critical,analyticalandsystemsthinking,aswellasmathematicalreasoning,tohelpaddresscomplexchallengesandgeneratenewideas.Alsoincludedaremotivationandself-awarenessresilience,
flexibilityandagility,essentialemotionalintelligenceskillsthatenableindividualstomanageoneself,
navigateinterpersonalrelationshipsandsustain
theirwell-being.Equallyimportantarecapacitiesforlifelonglearningandgrowth,reflectedinskillssuch
ascuriosityandlifelonglearning,mentoringand
coaching,anddependabilityandattentiontodetail,whichenableadaptabilityandhelpingothersto
develop.Finally,collaborationandcommunication,groundedinempathyandactivelistening,
leadershipsocialinfluenceandspeaking,writingandlanguages,arecriticalforteamwork,inclusionandleadingwithimpact.
Whilethispaperfocusesonthesehigher-order
skills,foundationalskillssuchasliteracy,numeracyanddigitalfluencyremainthebuildingblocksfor
communication,learningandacquisitionofmorecomplexcompetencies.
1
g
n
i
v
l
o
s
m
e
l
b
o
r
p
d
n
a
y
t
i
v
i
t
a
e
r
C
e
c
n
e
g
i
l
l
e
t
n
i
l
a
n
o
i
t
o
m
E
L
e
a
r
n
i
n
g
a
n
d
g
r
o
w
t
h
C
o
l
l
a
b
o
r
a
t
i
o
n
a
n
d
c
o
m
m
u
n
i
c
a
t
i
o
n
Human-centricskillsdefined
NewEconomySkills:UnlockingtheHumanAdvantage6
Creativethinking,analyticalthinking,systemsthinking,mathematicsandstatisticalthinking
Human-centric
skills
Curiosityandlifelong
learning,teaching,mentoringandcoaching,dependabilityandattentiontodetail
Motivationandself-awareness,resilience,flexibilityandagility
Empathyandactive
listening,leadership,andsocialinfluence,speaking,writingandlanguages
FIGURE1
Supplyanddemandofhuman-centricskills
1.2
Technologicaladvancesandevolvinglabour-marketdynamicshaveintensifiedthedemandforhuman-centricskills.TheFutureofJobsReport2025
underscorestheurgency:by2030,nearlysixin10workerswillneedsomeformoftraining.WhiledigitalfluencyinAI,bigdataandtechnologicalliteracyis
growinginimportance,employersconsistentlyplacethehighestvalueonhuman-centricskillsastherealdifferentiatorsintheneweconomy.
Thetalentpipeline:gapsin
human-centricskillsamongyouth
Whileeducationsystemshavestartedtoplace
arenewedemphasisonhuman-centricskills,
progresshasbeenuneven.Manycountriesidentifytheseskillsaspolicypriorities,buttheyarerarelyembeddedincurriculaandorsystematically
trackedovertime.Astudyof152countriesfoundcommunication,creativity,criticalthinkingand
problemsolvingtobethemostfrequentlycited
skillsinnationalpolicydocuments.1However,even
whentheseappearoneducationagendas,clear
pedagogicalandassessmentguidanceislimited.2Terminologyandframeworkstodescribetheseskillsalsovarysignificantly,assystemstailorskillprioritiestoculturalcontextsandvalues3
Employersalsoseegapsinhoweducationsystemsdevelophuman-centricskills.TheForum’sExecutiveOpinionSurvey2025showsthatwhilenearly
sixin10executivesgloballybelieveprimaryand
secondaryeducationsystemsnurturetheability
toworkwithothers,fewerthanhalfseecreativity,curiosityorresilienceaswell-developed.Regionalpatternsdiffer.Mostregionsidentifycollaboration
(forexampleworkingwithothers)asthestrongesteducationaloutcome,butEasternAsiaandLatin
AmericaandtheCaribbeanarethemostoptimistic.
Sub-SaharanAfricahasabove-averageratingsfor
resilience,creativity,curiosity,lifelonglearningand
workingwithothers–suggestingconfidenceinits
abilitytopreparestudentstonavigatechangeand
workcollaboratively.Bycontrast,NorthernAmerica,CentralAsiaandOceaniarankcreativityandproblemsolvinghighest,collaborationlowest(Figure2).
Share(%)ofexecutivesindicatingthatpubliceducationsystemsdevelopthestatedskillwell,byregion
FIGURE2
LatinAmerica
andtheCaribbean
42
68
49
64
45
46
39
35
37
39
37
37
33
36
31
34
CentralAsia
EasternAsia
Europe
43
44
36
36
NorthernAmerica
Oceania
39
46
40
42
South-EasternAsia
58
52
42
44
SouthernAsia
56
50
41
48
Sub-SaharanAfrica
65
53
47
45
Global
56
44
40
37
MiddleEastand
NorthernAfrica
50
43
43
38
Mean0%100%
Note:Shareofexecutivesindicatingthatpubliceducationsystemsdevelopthestatedskillwell,byregion.
Source:WorldEconomicForumExecutiveOpinionSurvey2025.
NewEconomySkills:UnlockingtheHumanAdvantage7
CreativityandCuriosityandResilience,flexibility
Workingwithothersproblemsolvinglifelonglearningandagility
NewEconomySkills:UnlockingtheHumanAdvantage8
Fewerthan
halfofstudents
frequentlyask
clarifyingquestionswhentheydo
notunderstand
lessons,and
only44%report
carefullyreviewinghomework.
Teacherpreparednessremainsabottleneck.The
OECDs(OrganisationforEconomicCo-operationandDevelopment)SurveyonSocialandEmotionalSkills(SSES2023)foundthat30%ofteachersof
15-year-oldshadnotraininginincorporatingsocialandemotionalskillsintotheirclassroompractices,and40%lackedtrainingtomonitortheseskills
regularly.4Manyteachersparticularlyinsecondaryeducationfeellesscapablefosteringsocialand
emotionalskillsthanotherteachingtasks.Althoughstructuredpracticessuchasexplicitteaching,
guidedreflectionandpeer-to-peerlearningare
proventoenhancestudentwell-being,motivation,trustandacademicoutcomes,theirintegrationintocurricularemainsinconsistent.5
Despiteconsiderableprogressinelevatinghumanskillsasequalinimportancetoknowledge
acquisition,robustevaluationoftheseskillsisstillinitsinfancy.TheProgrammeforInternational
StudentAssessment(PISA)2022creativethinkingassessmentin66countriesfoundthatonlyhalf
ofstudentsinOECDcountriescouldgenerate
originalideasinfamiliarcontexts,andinover20countries,moststudentsdidnotreachabaselinelevelofcreativeproficiency.Resultsalsorevealeddivides:studentsfromhighersocioeconomic
backgroundsconsistentlyperformedbetter,
andgirlsoutperformedboys.Policy-makers
citedovercrowdedcurricula,limitedassessmentpracticesandinsufficientteachertrainingaskeyobstaclestoembeddingcreativityineducation.6
PISA2022alsooffersinsightsintolearning
strategiesandlifelonglearningattitudes.Fewerthanhalfofstudentsfrequentlyaskclarifying
questionswhentheydonotunderstand
lessons,andonly44%reportcarefullyreviewing
homework,behavioursstronglylinkedtoacademicperformanceandmetacognitivegrowth.7These
self-monitoringandpersistencehabitscentral
toself-directedlearningarestronglylinkedto
laterengagementinadulteducation,asshownbyProgrammefortheInternationalAssessmentof
AdultCompetencies(PIAAC)data,whichfoundthatadultswithstrongerintrinsicmotivationaremore
likelytopursuelifelonglearning.8
Additionally,attitudessuchasopen-mindednessandgrowthmindsetremainuneven.Justover
halfofstudentssurveyedbelievedtherewasonlyonecorrectpositioninadisagreement,reflectinglimitsinperspective-takingandcriticalthinking.
Conversely,studentswithstrongerpersistence,self-efficacyandgrowthmindsetswerefarmorelikelytoadoptproactivelearningstrategies,suchasconnectingnewmaterialtopriorknowledgeorengagingingroupdiscussions.9
SSES2023dataalsorevealssocioeconomic
dividesinsocio-emotionalskills,withdisadvantagedstudentsshowinglowerlevelsofcreativity,
tolerance,assertiveness,curiosity,sociabilityandempathy,reflectingunevenaccesstolearning
opportunitiesinandoutofschool.Further,
girlstendtohavehigherlevelsofempathyand
tolerance,whileboysreportstrongersociabilityandself-controldue,perhapstoculturalexpectationsaroundgenderroles,whichshapetheimportanceassignedtodifferentskills.
Agrowinggapinhuman-centricskills
Figure3illustratesemployersdemandfor
human-centricskills.Analyticalandsystems
thinking,creativity,resilience,motivationandself-awareness,aswellascuriosityandlifelonglearningarenotonlycoretoday,butwillremaincritical
overthenextfiveyears.Bycontrast,skillssuchasdependabilityandattentiontodetail;teachingandmentoring;multilingualism;andreading,
writingandmathematicsareexpectedtoplateau,increasinglyviewedasassumedorsupportedbytechnology.Reading,writingandmathematics
arefoundationalorassumedskillsthatunderpinlearningandprofessionaldevelopment,andthusperhapswhytheyarelessprioritized.Similarly,teachingandmentoringarecriticalfactors,eveniflessemphasizedbyglobalemployers.
NewEconomySkills:UnlockingtheHumanAdvantage9
FIGURE3
Share(%)ofemployersthatconsiderhuman-centricskillstobecorein2025andexpectincreaseduseby2030
Emergingskills
Coreskillsin2030
Corenowandexpectedtoincreaseinimportance
AIandbigdata
Networks
andsecurity
●
Technolo
gicalliteracy
●
Enviro
stew
nmental
ardship
Curiosityand
lifelonglearning●
Cre
thi
Res
and
ilience,flexibilityagility
Designand
userexperi
Talentence
●Systemsthi
Leade
social
rshipand
influence
Analyticalthinking
Programming
M
Tea
ching
Servicesorient
MotivationanEmpathyandactive
ation
dself-awarenesslistening
G
Qualitycontrol
Resourcemana
andoperations
gement
-lingualismwriting
Sensory-processiabilities
●Manuald
●
exterity,endurance
Dependa
andprecision
Outoffocusskills
Steadyskills
Corenow,butnotexpectedtoincreaseinuse
01020304050607080
Shareofemployersconsideringaskillascorein2025(%)
100
90
80
70
60
50
40
30
20
10
0
Shareofemployersexpectingincreaseduseofskillsby2030(%)
Lessessentialnow,butexpectedtoincreaseinuse
ative
nking
management●
nking
●
●
anlobalcitizenship
and
mentoring
arketing
andcustomers
ervice
dmedia●
●
MultiReading,
andm
andattentionto
detail
athematics
bility
ng
Lessessentialnow,andnotexpectedtoincreaseinuse
Notes:Shareofemployersthatconsiderhuman-centricskillstobecorein2025andtoincreaseinuseby2030.
Source:WorldEconomicForum.
BOX1GenerativeAIandtheenduringnatureofhuman-centricskills
TherapidadvancementofgenerativeAI(genAI)hasraisedquestionsabouthowfarthese
technologiescansubstituteforexistingskillsetsandreshapehowtasksareperformed.
ResearchconductedbyIndeedunderscorestheenduringimportanceofhuman-centricskillsinanincreasinglydigitalizedworld.
Figure4showsthepotentialforgenAItotransformhuman-centricskills,drawingonIndeedHiring
Lab’sGenAISkillTransformationIndex.Theindexscoresskillsacrosstwodimensions:cognitive
abilitiesandphysicalrequirements.Usingthe
WorldEconomicForum’sGlobalSkillsTaxonomy,theanalysisclassifiesnearly2,900granular
workskillsintofourcategoriesoftransformation
potentialundergenAI:minimaltransformation,
assistedtransformation,hybridtransformationandfulltransformation.10
Skillsrootedinhumaninteractionandexperience,suchasempathy,resilience,leadershipand
teaching,alongsidehigherordercognitiveabilitieslikeanalyticalandcreativethinkingandcuriosityandlifelonglearningareexpectedtoundergo
minimaltransformation.Just12.7%ofgranulartaskslinkedtotheseskillsshowpotentialfor
hybridtransformation;thus,humanperformancewillremainlargelyunchanged,astheydependoninterpersonaldynamics,contextualjudgementandlivedexperienceAIcannoteasilyreplicate.
Bycontrast,mathematicalandstatistical
reasoning,systemsthinking,speaking,writing
andlanguages,anddependabilityandattentiontodetailarenearlysixtimesmorelikelytoundergohybridorfulltransformation.Here,genAIcan
takeonmuchoftheroutinework,buthuman
oversightremainsessential.Overall,therearefewskillswithpotentialforfulltransformation,wheregenAIcanhandleentiretaskswithminimalhumaninteraction:basicmathematics,editingandwritingexercisesandhypothesistesting.
Thesefindingshighlighttheenduringnatureofhuman-centricskills.Manytechnicalor
routineskillsmayneedconstantupdatingas
AIcapabilitiesevolve,yethuman-centricskills
retaintheirrelevancepreciselybecausetheyarehardertoautomate.EveninareaswheregenAIisessential,humanoversightremainsindispensable.Ratherthanreplaced,human-centricskillswill
becomeevenmorevaluableascomplementstodigitaltechnologies.
NewEconomySkills:UnlockingtheHumanAdvantage10
Mathematicalandstatisticalthinking
Systemsthinking
Speaking,writingandlanguages
Dependabilityandattentiontodetail
Curiosityandlifelonglearning
Analyticalthinking
Creativethinking
温馨提示
- 1. 本站所有资源如无特殊说明,都需要本地电脑安装OFFICE2007和PDF阅读器。图纸软件为CAD,CAXA,PROE,UG,SolidWorks等.压缩文件请下载最新的WinRAR软件解压。
- 2. 本站的文档不包含任何第三方提供的附件图纸等,如果需要附件,请联系上传者。文件的所有权益归上传用户所有。
- 3. 本站RAR压缩包中若带图纸,网页内容里面会有图纸预览,若没有图纸预览就没有图纸。
- 4. 未经权益所有人同意不得将文件中的内容挪作商业或盈利用途。
- 5. 人人文库网仅提供信息存储空间,仅对用户上传内容的表现方式做保护处理,对用户上传分享的文档内容本身不做任何修改或编辑,并不能对任何下载内容负责。
- 6. 下载文件中如有侵权或不适当内容,请与我们联系,我们立即纠正。
- 7. 本站不保证下载资源的准确性、安全性和完整性, 同时也不承担用户因使用这些下载资源对自己和他人造成任何形式的伤害或损失。
最新文档
- 2026年医疗智慧养老平台合同
- 2026年大型公共建筑承包合同
- 2025年中国科学院深海科学与工程研究所招聘备考题库(十三)带答案详解
- 2025年鲤城区东门实验小学顶岗合同教师招聘备考题库及1套参考答案详解
- 什邡市人力资源和社会保障局什邡市民政局关于2025年面向全市公开选调工作人员的备考题库及一套参考答案详解
- 2025年中国人民银行清算总中心直属企业银清企业服务(北京)有限公司公开招聘备考题库附答案详解
- 2025年兴业银行广州分行社会招聘备考题库及一套完整答案详解
- 2026年项目合作合同
- 2025年中国水利水电科学研究院水力学所科研助理招聘备考题库及参考答案详解一套
- 2025年兴业银行广州分行社会招聘备考题库及1套完整答案详解
- 大学生创业计划书word文档(三篇)
- 材料科学基础辅导与习题-上交课件 材料科学基础教程及习题 上海交通大学
- YS/T 1019-2015氯化铷
- GB/T 39081-2020电阻点焊及凸焊接头的十字拉伸试验方法
- GB/T 25390-2010风力发电机组球墨铸铁件
- GA 38-2021银行安全防范要求
- Mill准则-吉林大学课程中心课件
- 湖南省城乡规划设计暂行收费标准(行业指导价)
- 猫(猫的形态、习性、繁殖)-课件
- 仔猪腹泻综合防治(多图详解)课件
- 混沌学园106正式版PPT!李善友:《本体论:每个人都需要的哲学思维训练》
评论
0/150
提交评论