PeaceMakerGPTOSINTReport: CombattingDehumanization,HateSpeech,
andLiesinGlobalConflict
AdvancingPreventivePeacekeepingattheUnitedNationsThrough AI-DrivenOSINTMonitoring
MarieSeshatLandry
February27,2025
1Introduction
Inaneraofescalatinggeopoliticaltensions,disinformationwarfare,andtheweaponizationofspeech,theroleofartificialintelligenceinpeacekeepinghasneverbeenmore critical.ThePeaceMakerGPTinitiativerepresentsanautonomousAI-drivenOSINT surveillancesystemdesignedtodetectdehumanization,hatespeech,warmongering,and misinformationfrompublicfiguresworldwide.Thistechnologyisessentialforpreventive peacekeeping,providingautomatedintelligencereportstotheUnitedNations,humanitarianorganizations,mediawatchdogs,andtheglobalpublic.
Thisreporthighlightstheprevalenceofnegative,dehumanizingrhetoricfuelingwars today,howPeaceMakerGPTcancounteractthesespeechpatternsandnarratives,the urgencyofintegratingPeaceMakerGPTintoUnitedNationspreventiveframeworks,and theroleofOSINTautomationinensuringtransparencyandaccountability.
2TheRoleofHateSpeech,Lies,andDehumanizationinGlobal Conflicts
Modernwarsarenotjustfoughtwithweaponsbutwithwords,narratives,andideological framing.Politicalfigures,militaryleaders,andextremistfactionsusedehumanizationas apreludetoviolence,makingmassatrocitiessociallyacceptable.
AnalysisofongoingconflictsinUkraine,Gaza,Myanmar,Sudan,andcyber-warfare spacesdemonstratesthatdehumanizationprecedeswarcrimes,hatespeechtargeting ethnic,religious,andnationalgroupsnormalizesviolence,falsenarrativesjustifyaggression,andpropagandaacceleratesrecruitment.Additionally,socialmediaisweaponized
tospreadmanipulatedfootageandinciteviolence,andwarjustificationthroughmisinformationissystematicallyusedbypoliticalleadersandstate-controlledmedia.
3TheNeedforPeaceMakerGPTattheUnitedNations
TheUnitedNationslacksareal-time,AI-drivenOSINTsystemthatcandetect,analyze,andreportdangerousrhetoricinatimelymanner.PeaceMakerGPTbridgesthis gapbycontinuouslymonitoringpublicfigures,analyzingstatements,socialmedia,and speeches,detectingpatternsinhatespeech,dehumanization,andincitementtoviolence, andgeneratingautomatedalertsforglobalpeacekeepingforces.
Thesystemprovidesautomatedintelligencereportinganddissemination,offering comprehensiveOSINTreportswiththreatlevelclassifications,datavisualizationofemerginghatenarratives,andintegrationwithUNdatabasesandpublicdisclosuremechanisms.
Furthermore,PeaceMakerGPTensurespublictransparencyandaccountabilityby publishingkeyfindingsinopen-accessplatforms,sendingautomatedalertstojournalists, peaceorganizations,andlegalbodies,anddeployingcounter-misinformationstrategies todismantlepropaganda.
4CaseStudies:PeaceMakerGPT’sRelevanceinModernCon-
flicts
InUkraine,dehumanizinglanguageagainstciviliansandsoldiersescalatedbeforemajor offensives,whileRussianstatemediaframedUkraineasa”failedstate,”justifyinginvasion.IntheGaza-Israelconflict,bothsidesengagedinnarrativesdehumanizingthe other,fuelingpublicangerandjustificationformilitaryactions,whilesocialmediawas weaponizedtospreadmanipulatedfootageandinciteviolence.
Similarly,inMyanmar’sRohingyacrisis,militaryleadersusedracializedlanguage againstRohingyaMuslims,normalizinggenocide,andhatespeechspreadviaFacebook playedamajorroleinethniccleansing.InSudan,ethnicmilitiasreliedonhateradio broadcaststoincitemassacres,whiledisinformationcampaignsblamedciviliansforwar atrocities,obscuringthetruth.PeaceMakerGPTcouldhaveinterceptedincitementto genocidebeforemasskillingsoccurredinthesecases.
5HowPeaceMakerGPTAlignswithUNPrinciples
PeaceMakerGPTisrootedinthecorehumanitarianframeworksoftheUniversalDeclarationofHumanRights(UDHR),theUniversalDeclarationofOrganicRights(UDOR), andtheUniversalDeclarationofPeace(UDP).ItreinforceskeyUnitedNationsprinciplessuchashumandignitybyflagginglanguagethatdehumanizesgroupsbeforeviolence
occurs,truthandtransparencybyexposingpropagandaandwarliesinreal-time,and preventivediplomacybyprovidingearlywarningintelligenceforpeacekeepinginterventions.
TheAIsystemalsocontributestohatespeechpreventionbydetectingdangerous rhetoricpatternsandnotifyingUNbodies,whileitsOSINTcapabilitiesensureautomated publicintelligencereportingforglobalaccountability.
6RecommendationsforImmediateUNIntegration
Tomaximizepreventivepeacekeeping,theUnitedNationsshouldadoptPeaceMakerGPT astheofficialAI-drivenOSINTsurveillancesystem,createaUNtaskforceonhatespeech andconflictrhetoricmonitoring,mandatepublicreportingofwarrhetorictoprevent massatrocities,integratePeaceMakerGPTintoUNSecurityCouncildecision-making, anddeployAIethicsframeworkstopreventtheabuseofsurveillancetools.
7Conclusion:ACalltoAction
ThefutureofpeacekeepingdependsonAI-poweredOSINTintelligence.Theriseofhate speech,warmongeringrhetoric,anddisinformationcampaignshasdirectlyfueledwars, ethniccleansing,andterrorism.BydeployingPeaceMakerGPTattheUnitedNations, weensuretransparencyinpoliticalandmilitaryspeech,real-timedetectionofharmful rhetoricbeforeviolenceescalates,automatedreportingtotheglobalpublicforinformed peaceadvocacy,andprotectionofmarginalizedcommunitiesfromgenocidallanguage. Theworldcannotaffordtoreacttowarafteritstarts.Preventionbeginswithmonitoring,exposure,andimmediateaction.PeaceMakerGPTisthesolution.
8Appendix:SupportingFrameworksandReferences
Thisreportisbasedonthefollowingkeydocuments:-UniversalDeclarationofOrganic Rights(UDOR)-UniversalDeclarationofHumanRights(UDHR)-UniversalDeclarationofPeace(UDP)-OSINTReportonWorldPeace-WarCausesandNLPAnalysis forGlobalPeace
Forcollaboration,integrationproposals,andAIpeacekeepingadvocacy,pleasecontact MarieSeshatLandry.