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MorganstanleyRESEARCH
March26,202604:01AMGMT
Semiconductors|NorthAmerica
AdefenseofUSmemorystocks
Weseetherecentselloffasahealthypricinginofdurability
concerns-capex,demanddestruction,productivityetc.-andyetweseethestrengthasmoredurablethanthemarketthinks,
withmemorysupplyremainingagatingfactorforAI.ReiterateOWonMU,SNDK.
KeyTakeaways
Inanormalcycle,flatspotprice,capexincreases,productivitymightpointtocyclepeak-andthosethingshavehappenedandhaveleadtoprofittaking
Butthisisanythingbutnormal-memoryisabottleneck,increasinglyTHEbottleneck,toAIbuilds(andagenticCPUbuilds)whichappearsdurable
Result-shortagesareintensifying&customersareprepayingforlargevolumedealsgivenconvictionthattheseshortageswillbesustainable.
Secondderivativedecelerationisinevitablebutat4xearningsdurationisallthatmattersandthoseindicatorsallappearpositive
KVcacheoptimization-weighingonthestocktoday-isjustnormalcourseproductivityimprovement.
AswehighlightedbeforeMicronearningslastweek,ithasbeenclearthatthereisverypositivesentimentonneartermresults,andverylowconvictionaboutthedurabilityofthatstrength.Thedesiretotakeprofitshasbeenevidentforawhile,andishealthygiventhemultipleofbookvalue,andhighvaluationvs
anythingwehaveseenhistorically.Followingahistoricplaybookhasleadtoselling,asgrossmarginsapproachalltimehighs,demandisnegativelyimpactedby
shortages,andmateriallyhighercapexsignalssomeaccelerationinsupplygrowth.Wemonitorthoseconcerns,takethemseriously,butseedemandstrongenoughtoovertakethem.Therearealsoconcernsthatwetakelessseriously-flatteningspotpricesatlevelssofarabovecontractastobelessmeaningful,andsecondderivativeconcernsthatseemlessrelevantwhen1qpricesareupcloseto90%.
Butourviewisthatlookingforsellsignalsfrompriorcyclesmissesthepoint.MemoryisnotjustconstrainedbyAIdemand-memoryisincreasinglyTHE
primaryconstraintonAIdemand.Forthreeyears,weheardothersmakethatcaseandwedisagreedwithit,astherewasclearlyslackintheDRAMsupply,butthat
slackisgone.AIisconsumingsomuchDRAMthatthereisn'tenoughleftoverforothersectors,andeverywherewelookweseeindicationsthatitisatrue
bottleneck.It'sholdingbackPCbuildsandsmartphonebuilds.Cloudcustomersarepayingpremiumstotheexpected2qpricefor6weekexpedites;dowethinkthosecustomersarepayingthosepremiatostockpilememoryinawarehouse?
Highercapexwilldrivemoresupply,tobesure,butwearen'ttalkingaboutaPCsmartphoneandservermarketgrowing3-5%astheprimarydemanddriver.AI
IDEA
MoRGANSTANLEy&Co.LLC
JosephMoore
EquityAnalyst
Joseph.Moore@
+1212761-7516
BrianNowak,CFA
EquityAnalyst
Brian.Nowak@
+1212761-3365
MasonWayne
ResearchAssociate
Mason.Wayne@
ShaneBrett
EquityAnalyst
+1212761-6012
Shane.Brett@
NicoleKozhukhov
+1212761-1022
ResearchAssociate
Nicole.Kozhukhov@
EllaTulchinsky
ResearchAssociate
+1212761-1636
Ella.Tulchinsky@
+1212761-2222
SEmiconductoRs
NorthAmerica
IndustryViewAttractive
MorganStanleydoesandseekstodobusinesswith
companiescoveredinMorganStanleyResearch.Asaresult,investorsshouldbeawarethatthefirmmayhaveaconflictofinterestthatcouldaffecttheobjectivityofMorganStanley
Research.InvestorsshouldconsiderMorganStanley
Researchasonlyasinglefactorinmakingtheirinvestmentdecision.
Foranalystcertificationandotherimportantdisclosures,refertotheDisclosureSection,locatedattheendofthisreport.
MorganstanleyRESEARCH
valuIDeElAist
spendinggrowthnorthof50%-perhapswellnorth-basedonprocessorcompanycommentary,mattersmoreeachyearasAIisabiggerportionofthepie.HBM4
complexitywillabsorbcapacity,withcontentdoublingnextyearwithRubinUltra-butthereisalsoexceptionaldemandforlowpowerDDR5forracks,andexplosivedemandinenterprisestorage.
Sowedon'tthink81%grossmarginisthenewnormal,butit'salsohardtoseethatgettingworseinthenextseveralquarters-perhapseventhroughthenexttwo
years.Twoyearsofearningsatan$80+runratecertainlysuggestshigherthroughcycleearningspowerevenwiththeassumptionofcyclicalitythereafter-andthe
$150bnorsooffreecashgenerationthatcomeswiththatcanbeputtoproductiveuse.Chipsactrestrictionslimitcashreturns,soifanotheruseofcashdoesnot
emerge,bothSNDKandMUcompanywillde-leverandamassasubstantialcashbalance.Wehavelongarguedthatmatchingcashflowswithrepurchasesis
suboptimal,asitmeansyouarealwaysbuyinghigh,sotheserestrictionsmightbepositive.
WhataboutGoogle's"TurboQuant"memoryoptimization?InAprilof2025
(here)
,Googlewroteawhitepaperabout"Turboquant",essentiallyadata
compressionalgorithmwhichallowsmoredatastorageinthe"keyvaluecache"forfrequentlyuseddata,withnoimpacttomodelperformance.Thecompanyfollowedupthatannouncementwithablogposttodaysayingthatthecompanywillbe
introducingthetechnologysoon.ItisbeingwidelyreportedthatGooglehas
reducedmemoryusageby6x,whichleavesoutthattheyarejusttalkingaboutKVCachememory,notmemoryoverall.Memorystockssoldoffagain,atleastpartlyduetothishyperbole.
Ourtake,aftertalkingtoindustryfolksonthistoday,isthatthisisan
evolutionarydevelopment,withbasicallynosurprisesformemory.Memory
usageisoneofthekeydeterminantsofAIperformance,whichmakesmemoryakeyaspectofevolutionaryimprovements.OfcourseGoogleisoneofthemost
innovativecompaniesinthisspace,soanincrementalimprovementisnot
particularlysurprising,andcompressionalgorithmsforKVcachehavebeenafocusforyears,perourcontacts-"andthebiggestimprovementsarenotadvertised"sincetheycanbeanedgeinthebusiness.It'salsoworthnotingthatGoogle'sGemini3
and2.5Promodelsfeaturea1Mtokencontextwindow,butthecompanyhas
disclosedthattheytestedupto10MtokenswithgreatresultswithGemini1.5probutchoosenottoreleasethemodelinpartduetoinferencecosts
(here)
.Sowewouldexpectthatascostscomedownduetoinnovationsliketheseandothers,itwillbeusedtoservehigherintelligencemorecomputeintensiveproducts.
Further,moreefficientuseofKVCachedoesn'thavemuchdirectimpact.Most
frequentlytheKVcacheisheldinhighbandwidthmemory,thecontentofwhichisfixedandcannotchange;ifthereisadditionalcachingoffloadrequired,itistypicallymovedtothe"unifiedaddressspace"-iethe18TBofLPDDR5memoryintherack,whichisalsofixed.Ifthereisneedfortertiaryoffload,ItcanbeinanSSDorHDD,andNVIDIAhastalkedaboutatierofSSDKVcachestoragewhichwethinkstartsnextyear.Moreefficiencycouldhaveimpactonthat3rdtier,butgenerally
ntaryisthattheimprovementsaremostlydesignedtoallowforextendedwindows-highercapability-ratherthantryingtoreducetertiarystorage
MorganstanleyRESEARCH
valuIDeElAist
costs.There’sjustnoindicationthatdemandformemoryorstorageisgoingdown,universallyacrossourcontacts.
NVIDIAhasdescribedthattheycandeliver1millionxperformanceimprovementperdecade,andthatisnotunrealistic-andispartlyimprovementfromtheecosystem,whichinthismarketdrivesaconstantstreamofinnovations.Occasionallythose
disruptionscreatesomeangstthatchipsarebecomingtooefficient,butit'scentraltothegrowthoftheecosystem.
Exhibit1:Evenatfacevaluea6xreductioninKVcachememoryusage
becomesmuchlessmeaningfulinthecontextof30xannualgrowthincontextwindows
Source:EpochAI
ShouldwebeworriedaboutOpenAI'sshutdownofSora?OpenAIreportedly
(here)
hasdecidedtosuspenditsSORAAIvideogenerationapp,whichleadto
significanthandwringing.Ourviewisthatthisisclearevidenceofourinvestmentthemes,thattheresimplyisnotenoughcomputefordoubledigitweeklygrowthintokens.Thereistoomuchdemand,notenoughsupply.Profitconcernsmayalso
playarole,buttheprimaryissueisthecomputeshortage.Thatsaid,videoisalsoverystorageintensive,sotheshortageofmemoryandHDDstoragemayalsobeafactor.Butwehaveahardtimebeingoverlynegativeforcommodityproductsthatdemandistoogoodtobefullyserved,especiallyatthesevaluations.
Whataboutlongtermcontracts?AfterMicronreported,wehadsaidthatwehadhopedtogetmorecoloronstructureoflongtermdeals-butthatiscoming,aswearegettingreportsthatsomeofthesedealswillinvolvemultiplebillionsin
prepayments.EvenifMicronisreluctanttodescribeindividualdeals,wewillseecash&revenuereservesonthebalancesheet.Wethinkthat'simportant-lesssothatdealswillbeironclad,aseverythingisnegotiable,butmorethesignallingthatcustomersareconvincedthatthememoryshortageisamultipleyearconcern.
Oneadditionalthingtoconsider-what'sthebestwaytoplaytherecoveryingeneralpurposeservers?SinceSeptemberwehavebeenwritingaboutasurgein
MoRGANSTANLEyREsEARcH3
MorganstanleyRESEARCH
valuIDeElAist
generalpurposeservers,withagenticAIdrivinggrowthinCPUusage.
Microprocessorsareinshortsupply,withrisingprices,andbothAMDandIntelhavebeenstrongonthistheme.
Itsourviewthatthebestwaytoplaygrowthingeneralpurposeserverswillbe
memory.AMDandIntelshouldseesomebenefitfromrisingprices,butthe
increasesaremeasured-processorsarenotacommodity.BothstockshavehighermultiplespricinginprospectsforIntelinFoundry,andAMDinAI,whichtousremainlesscertain;buyingmemorystocksattheselevelsseemsahigherleveragewaytoplaythisagenticstrength.
Thewallofworryclearlyinevidenceshouldprovideagoodsetup,withstocksatmidsingledigitmultiplesonnumbersthatarenotsustainableforever,butaresustainableforseveralquarters.AnnualcashgenerationattheseearningslevelsforbothMicronandSandiskcanbe15-25%ofcurrentmarketcap-theexact
amountdependentuponscaleofprepayments-andwhileitwon'tlastforever,itisgoingtolastforlongenoughtoseethestocksmovemateriallyhigher,inourview.
Morganstanley
RESEARCH
valuIDeElAist
RiskReward–SanDiskCorporation.(SNDK.O)
NANDimprovingquicklyonthebackofacceleratingclouddemand
MoRGANSTANLEyREsEARcH5
PRICETARGET$690.00
Weassume23xthrough-cycleEPSof$30.00(vs.ourestimateofthetrailing9-yearaverageof$6.33).AsimprovingindustrydynamicsaswellaseSSDdemandleadtohigherlevelsofprofitabilitythanwehaveseenoverthelastfewyears,23xisadiscounttoourthrough-cyclemultipletargetforMU(25x)asthelowerAIexposureisoffsetbyhistoricallyhigherFCF
conversion
$760.19
ConsensusPriceTargetDistribution
Source:Refinitiv,MorganStanleyResearch
$250.00◆令$1,000.00
MSPT
MeanMorganStanleyEstimates
RISKREWARDCHART
$677.86$690.00(+1.79%)
$350.00(-48.37%)
0
MAR'25SEP'25MAR'26MAR'27
800
600
400
200
$875.00(+29.08%)
USD
Key:HistoricalStockPerformanceCurrentStockPricePriceTarget
Source:Refinitiv,MorganStanleyResearch
OVERWEIGHTTHESIS
AIdemandisintheprocessoftransformingtheNANDmarket,anddrivingpeakcycleEPStomultiplesofwhatwehaveseeninthepast.WithstillminimalnewinvestmentincapacityandevolvingAIdemanddriversweseealongrunwayforupwardrevisions.
ConsensusRatingDistribution
80%Overweight20%Equal-weight0%Underweight
MSRating
Source:Refinitiv,MorganStanleyResearch
RiskRewardThemes
SecularGrowth:Positive
ViewdescriptionsofRiskRewardsThemeshere
$875.00
BULLCASE
25xthrough-cycleEPSof$35
Ourbullcaseof$800persharerepresents25xahigherthrough-cycleEPSof$32.00.Hereearningssustainabovetopriorpeak
cycles($20+pershare)andmorelikethe
currentenvironment.Aswellaswithmoremilddownturns,higherlevelsofprofitabilitysupportingahighermultiple.
BASECASE$690.00
23xthrough-cycleEPSof$30.00
Ourbasecaseof$690isbasedon23x
through-cycleEPSof$30.00(vsour
estimateofthetrailing9-yearaverageof$6.33).AsimprovingindustrydynamicsaswellaseSSDdemandleadtohigherlevelsofprofitabilitythanwehaveseenoverthelastfewyears,23xisadiscounttoour
through-cyclemultipletargetforMU(25x)asthelackofdirectAIisoffsetby
historicallyhigherFCFconversion.
BEARCASE$350.00
~16xthrough-cycleEPSof$22.
WethinkSandiskcanavoidmuchofthepainofthelastdownturn($13pershareloss),
andwithabetterupcycle,withthemultipleatthelowendofthesemisgroupwhere
morecapital-intensivecyclicalcompaniestendtotrade.
Morganstanley
RESEARCH
valuIDeElAist
RiskReward–SanDiskCorporation.(SNDK.O)
KEYEARNINGSINPUTS
Drivers
GAAPRevenue($,mm)
2025
7,355
2026e
15,499
2027e
24,989
2028e
24,456
Non-GAAPGrossMargin(%)
30.3
60.2
73.4
70.8
Non-GAAPEPS($)
2.74
41.09
82.73
71.92
nventory($,mm)
2,079
1,991
2,182
2,335
DOl145.5115.9117.7117.5
INVESTMENTDRIVERS
·Improvedpricinganddemandstrengthdriveearningsgrowth
·PositioninDCSSDmarketimproves
GLOBALREVENUEEXPOSURE
0-10%
0-10%
0-10%
0-10%
10-20%
20-30%
30-40%
Japan
LatinAmericaMainlandChinaUK
EuropeexUKNorthAmerica
APAC,exJapan,Mainland
Chinaandlndia
Source:MorganStanleyResearchEstimateViewexplanationofregionalhierarchieshere
MSALPHAMODELS
5/5
24Month
5/5
3Month
BEST
Horizon
MOST
Horizon
Source:Refinitiv,FactSet,MorganStanleyResearch;1isthehighestfavoredQuintileand5istheleastfavoredQuintile
RISKSTOPT/RATING
RISKSTOUPSIDE
·HigherNANDcontentgrowthfromedgeAIapplications
·QuickereSSDpenetrationinthedatacenter
·Sandisk'sinvestmentsinadvancedmemorytechnologiessuchasHBF(highBandwidthFlash)paydividends
RISKSTODOWNSIDE
·NANDindustrygrowthdisappoints
·Capexgrowthreturnsasindustryparticipantsinvesttogainshare
·Sandisklosesmarketshareastheyfailtogaintractionindatacenter
·Chinacontinuestogainshare
OWNERSHIPPOSITIONING
Inst.Owners,%Active53.3%HFSectorLong/ShortRatio2.1xHFSectorNetExposure26.4%Refinitiv;MSPBContent.lncludescertainhedgefund
exposuresheldwithMSPB.lnformationmaybe
inconsistentwithormaynotreflectbroadermarkettrends.Long/ShortRatio=LongExposure/Short
exposure.Sector%ofTotalNetExposure=(Fora
particularsector:LongExposure-ShortExposure)/(Acrossallsectors:LongExposure–ShortExposure).
MSESTIMATESVS.CONSENSUS
FYJun2027e
EPS
($)
62.43
82.73
90.51
139.90
Sales/
Revenue
($,mm)
14,681
24,989
26,365
36,206
EBIT
($,mm)
6,047
16,007
16,710
25,206
MeanMorganStanleyEstimatesSource:Refinitiv,MorganStanleyResearch
Morganstanley
RESEARCH
valuIDeElAist
RiskReward–MicronTechnologyInc.(MU.O)
Seemultiplequartersofupwardrevisions,withAldrivingahighermultiple
MoRGANSTANLEyREsEARcH7
PRICETARGET$520.00
~25xthrough-cycleearningsofUS$21.00,apremiumtohistoryreflectingnewopportunitiesinAI,Atthehighendofbroadersemis.
ConsensusPriceTargetDistribution
Source:Refinitiv,MorganStanleyResearch
$501.78
$86.28$750.00
MSPT
MeanMorganStanleyEstimates
RISKREWARDCHARTANDOPTIONSIMPLIEDPROBABILITIES(12M)
Prob(>700.00)~1.0%
Prob(>520.00)~13.6%
Prob(<240.00)~31.1%
$700.00(+83.20%)
$520.00(+36.09%)
$240.00(-37.19%)
0
MAR'25SEP'25MAR'26MAR'27
USD
800
600
400
200
$382.09
Key:HistoricalStockPerformanceCurrentStockPricePriceTarget
Source:Refinitiv,MorganStanleyResearch,MorganStanleyInstitutionalEquitiesDivision.TheprobabilitiesofourBull,Base,andBearcasescenariosplayingoutwereestimatedwithimpliedvolatilitydatafromtheoptionsmarketasof25Mar2026.Allfiguresareapproximaterisk-neutralprobabilitiesofthestockreachingbeyondthescenariopriceineitherthree-months’orone-years’time.ViewexplanationofOptionsProbabilitiesmethodologyhere
OVERWEIGHTTHESIS
.DRAMfundamentalsareinuncharted
territory,andshouldcontinuetoimproveasdatacenter/AIcontinuetheirupward
trajectory
.ExecutiononAIisunderappreciated,andweexpectMicrontomaintainshareinCY26vsthecompetition.Supportingmarginsanddrivingahighermultiplethanpriorcycles
.Cyclelongevitywillbekey,andS/Dmaystaytightfor2-3moreyears
ConsensusRatingDistribution
91%Overweight5%Equal-weight
5%UnderweightMSRating
Source:Refinitiv,MorganStanleyResearch
RiskRewardThemes
NewDataEra:Positive
SecularGrowth:Positive
ViewdescriptionsofRiskRewardsThemeshere
BULLCASE$700.00
28xthrough-cycleearningsofUS$25.00
Grossmarginimprovementcontinues,drivenbyscale,AImix,andcostimprovementsinnewproducts.Pricingpressurealleviatesasdemandsustainablymovesabovesupply
drivenbyHBM'swaferintensity,aproductcategorywhereMUcementsperformanceleadershiponfutureproducts.
BASECASE$520.00
~25xthrough-cycleearningsofUS$21.00Ourthrough-cycleearningsestimateof
US$21.00isapremiumtoaverageearningsoverthelast8yearsduemostlytoAI.Our25xmultiplereflectsthemarket's
enthusiasmfortheAIopportunity,andatthemidpointofthesemisgroup
BEARCASE$240.00
16xthrough-cycleearningsofUS$15.00
Memorybeginstoenteradownturninearly2027.Asthestrengthattributedtodemandintheearlypartoftheyearendedupbeinginventorybuildatcustomers.Multiple
compressesseverelyafteranunderwhelmingpeak
Morganstanley
RESEARCH
valuIDeElAist
RiskReward–MicronTechnologyInc.(MU.O)
KEYEARNINGSINPUTS
Drivers
GAAPRevenue($,mm)
2025
37,378
2026e
110,489
2027e
150,620
2028e
138,790
NonGaapGrossMargin(%)
40.9
77.8
82.3
78.8
Non-GAAPEPS($)
8.29
59.36
81.36
72.32
Inventory($,mm)
8,355
8,564
9,100
10,164
DOI133.7123.5120.6122.4
INVESTMENTDRIVERS
·Improvedpricinganddemandstrengthdriveearningsgrowth
GLOBALREVENUEEXPOSURE
0-10%
0-10%
0-10%
0-10%
0-10%
0-10%
10-20%
40-50%
APAC,exJapan,Mainland
Chinaandlndia
lndia
Japan
MEA
MainlandChinaUK
EuropeexUKNorthAmerica
Source:MorganStanleyResearchEstimateViewexplanationofregionalhierarchieshere
MSALPHAMODELS
5/5
24Month
3/5
3Month
BEST
Horizon
MOST
Horizon
Source:Refinitiv,FactSet,MorganStanleyResearch;1isthehighestfavoredQuintileand5istheleastfavoredQuintile
RISKSTOPT/RATING
RISKSTOUPSIDE
·Customerscontinuetodemonstrateanappetitetotakeoninventoryaround
macroeconomicuncertainty
·AdditionalwaferintensityofHBMfurtherimprovesoverallsupplyanddemand
·MIcron'sHBMsharesurpassesexpectations
RISKSTODOWNSIDE
·Pricingcanturnquickly;afalterinenddemandwithinventorieselevatedcouldleadtoaswiftpricereduction
·HBMdemandfaltersandcompetitionintensifies,pressuringpricing
OWNERSHIPPOSITIONING
Inst.Owners,%Active50.1%HFSectorLong/ShortRatio2.1xHFSectorNetExposure26.4%Refinitiv;MSPBContent.lncludescertainhedgefund
exposuresheldwithMSPB.lnformationmaybe
inconsistentwithormaynotreflectbroadermarkettrends.Long/ShortRatio=LongExposure/Short
exposure.Sector%ofTotalNetExposure=(Fora
particularsector:LongExposure-ShortExposure)/(Acrossallsectors:LongExposure–ShortExposure).
MSESTIMATESVS.CONSENSUS
FYOct2026e
Sales/
Revenue
($,mm)
81,813
110,489
108,323
116,930
EBITDA
($,mm)
58,763
88,885
86,152
94,958
Netincome
($,mm)
44,520
68,321
65,417
72,496
EPS
($)
37.54
59.36
57.19
63.91
MeanMorganStanleyEstimatesSource:Refinitiv,MorganStanleyResearch
MorganstanleyRESEARCH
valuIDeElAist
MoRGANSTANLEyREsEARcH9
ValuationMethodologyandRisks
AdvancedMicroDevices(AMD.O)
Our$255PTforAMDequals~27xbasecaseFY2027eMWEPSof$9.46,reflectingfurthersharegainsattheexpenseofIntel,and43%y/ygrowthindatacenter(~80%inAI)
RiskstoUpside
nDatacenterGPUoutperformsexpectations,closingthegapwithNvidia
nPCandserversharegainaccelerates;Intel'scompetitiveresponseislessimpressivethanexpected
nServerrefreshdrivesdatacenterrevenueaboveexpectations
RiskstoDownside
nIntel'sserverCPUsin2027stifleAMD'smomentumandallowittoregainshare
nAMDlosesgraphicssharetoNVIDIA
nDatacenterGPUunderperformsexpectations
IntelCorporation(INTC.O)
~42xEPSCY2027EPSof$0.97,42xisabovethehighendofthelargecaplogicsemipeergroup,reflectinghighleveragepotentialonnumbersthatarestilldepressed,andfoundryoptionality,despiteourlongertermskepticism
RiskstoUpside
nFoundrypartnershipsde-riskthestoryandfurtherimprovethemultiple
nThecompanyregainslostshareindesktopandserverfollowingCPUshortages
RiskstoDownside
nAMDcompetitionincreasinglybecomesmoresignificant,whichcouldleadtofurthersharelossesinprocessorsandpressureonASPs
nMinimalsuccessinfoundryleadstoaninflatedcoststructure
RiskRewardReferencelinks
1.ViewexplanationofOptionsProbabilitiesmethodology-
Options_Probabilities_Exhibit_Link.pdf
2.ViewdescriptionsofRiskRewardsThemes-
RR_Themes_Exhibit_Link.pdf
3.Viewexplanationofregionalhierarchies-
GEG_Exhibit_Link.pdf
4.ViewexplanationofTheme/Exposuremethodology-
ESG_Sustainable_Solutions_External_Link.pdf
5.ViewexplanationofHERSmethodology-
ESG_HERS_External_Link.pdf
MoRGANSTANLEyREsEARcH11
Morganstanley
RESEARCH
valuIdeElAist
DisclosureSection
TheinformationandopinionsinMorganStanleyResearchwerepreparedbyMorganStanley&Co.LLC,and/orMorganStanleyC.T.V.M.S.A.,and/orMorganStanleyMexico,CasadeBolsa,S.A.deC.V.,and/orMorganStanleyCanadaLimited.Asusedinthisdisclosuresection,"MorganStanley"includesMorganStanley&Co.LLC,MorganStanleyC.T.V.M.S.A.,Morga
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