10Wu Mengjie-Applications and Practices of AI Large Models in Land Management and Urban Planning.pdf

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1、P1Maggie WuSolutions EngineerSuperMap Software Co.,Ltd.June,2025Application and Practice of AIin Urban Planning and Land ManagementP2P2Background&Trends1P3Game Intelligence Breakthrough AlphaGoStrategic/Self-play/Board-game2016General Intelligence Awakening ChatGPTGenerative/Contextual/Conversationa

2、l2022Reasoning Intelligence Leap DeepSeekHigh Peformance/Scalable/Low Cost 2025The Rapid Development of AIP4AIs Transformative ImpactAI is changing application models across various industries,including:Hyper-PersonalizationAutonomous SystemsConservational InteractionDecision SupportRecognition Syst

3、emsPattern and Anomaly DetectionGoal-Driven SystemsThese models can be used individually or in combination.P5 AI Challenges In Urban Planning and Land UseLack of Scenario InnovationHow to fully integrate into the business scenarios to revolutionize application experience?Low Industry AdaptabilityHow

4、 to build intelligent capabilities that meet the high demands of spatial planning or land management industry management?Insufficient Engineering LevelLack of user-friendly technical production tools and implementation methods.P6SuperMap Industry AI AgentSuperMap AIFApplicationIndustryKnowledge Base

5、Knowledge BaseBuild ToolsIndustrySample LibraryIndustryCorpusIndustryAgentTarget IdentifyToolImage Creation ToolTask Execution ToolsQ&A ToolOCR ToolScene MiningComputing Facility ConstructionData PreparationModel TrainingWith fine-tuningModel ApplicationAnd ArrangementAI Scene Building ToolQWenTsing

6、hua GLMDeepSeek large modelSuperMap LIM.Urban Planning and Land Management Industry Large ModelAI in Smart Land ManagementAI in Smart Urban PlanningP7P7AI in Smart Urban Planning2P8AI Reshaping Urban Planning Life CyclePlan DevelopmentPlan ReviewImplementationMonitoring&EvaluationThe PainsThe AI Fix