1640 - 人工智能代理的崛起：利用智能自动化重新定义供应链.pdf

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1、IBM TechXchange 2025 conferenceIBM TechXchange|2025 IBM Corporation1#IBMTechXchangeOctober 6-9,2025Session 1640:The Rise of AI Agents:Redefining Supply Session 1640:The Rise of AI Agents:Redefining Supply Chain with Intelligent AutomationChain with Intelligent AutomationSankarasubbu Arunachalam,Info

2、sys Ltd.,Sankarasubbu Arunachalam,Infosys Ltd.,Priya Vasudevan,IBMPriya Vasudevan,IBMTable of ContentsImpact of Agentic AI on Supply chainAdvent of Agentic AIAgentic AI UsecasesIBM Products overviewDemo38111627IBM TechXchange|2025 IBM Corporation2Advent of Agentic AIIBM TechXchange|2025 IBM Corporat

3、ion3A fundamental shift is underway for AIAI that can do for youAgentsAgentsPowered by the think-act-observe loopFlexible&adapts to real-time dataAI that can generate for youModelsModelsNext-token predictionText generationPattern matchingAI that can chat for youAssistantsAssistantsPowered by single

4、customized LLM&large training dataInflexible&brittle at run-timeThink and planInput:complex taskOutputActObserveFeedback systemsLLMInput promptOutputFeed-forward systemsWhat is agentic AI?Agentic AI is a frameworkfor accomplishing goalswith limited supervisionthat consists of AI agents.In multiagent

5、 systems,eachagent performs a specific subtask thats required to reach the goal.AI AgentsAutonomous systems that can use Tools and collaborate with other agents to plan and act on tasks.After it acts,the agent reflects on the results of its actions,learning iteratively and refining its approach to b

6、etter align with its defined objectives.AI AgentInternet DataWebsiteCustomer DataCRM SystemTicketing SystemPayment SystemsPrescription DataBilling InformationAI AgentToolToolToolToolToolToolToolToolToolsAn AI agent autonomously interacts with external Tools(data and systems)to complete both simple a