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What is AI Agent Evaluation? | IBM

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WelcomeOverviewAI agents versus AI assistantsWhat is agentic AI?Why is agentic AI important?Agentic AI versus generative AIOverviewAgentic engineeringAgentOpsTutorial: AgentOps with IBM Telemetry using watsonx OrchestrateBuilding AI agentsEvolution of AI agentsOverviewGoal-based agentModel-based reflex agentSimple reflex agentUtility-based agentOverviewWhat are agentic workflows?Tutorial: Agentic workflowsCommunicationLearningMemoryPerceptionPlanningReasoningWhat is tool calling?Tutorial: Ollama tool callingTutorial: LM Studio tool callingOverviewWhat is agent orchestration?Tutorial: Agent orchestrationHierarchical AI agentsWhat are multi-agent systems?Tutorial: crewAI multi-agent call analysisMulti-agent collaborationWhat is ReAct?Tutorial: LangGraph ReAct agentWhat is ReWOO?Tutorial: ReWOO reasoning agentOverviewWhat is ACP?Tutorial: ACP agent interoperabilityWhat is A2A protocol?Tutorial: A2A chat systemWhat is MCP?Tutorial: MCP integration with IBM BobTutorial: MCP serverOverviewWhat is agentic orchestration?Tutorial: Agent orchestrationMulti-agent collaborationTutorial: crewAI multi-agent call analysisOverviewAgentGPTWhat is AutoGen?Tutorial: AutoGen multi-agent RAGAutoGPTBabyAGIWhat is BeeAI?Tutorial: BeeAI agentic contract managementWhat is ChatDev?Tutorial: ChatDev ChatChainWhat is crewAI?Tutorial: crewAI retail shelf optimizationIBM watsonx agentsWhat is LangChain?Tutorial: LangChain agentWhat is LangGraph?Tutorial: LangGraph SQL agentTutorial: LangGraph ReAct agentWhat is Langflow?Tutorial: Custom Langflow agent with watsonx OrchestrateWhat is MetaGPT?Tutorial: Multi-agent PRD automationOverviewAI agent ethicsWhat is AI agent evaluation?Tutorial: AI agent evaluationTutorial: AI agent observabilityAI agent securityTutorial: Human-in-the-loopOverviewTutorial: LangChain agentic RAGWhat is agentic chunking?Tutorial: Agentic chunking for RAGTutorial: Corrective RAGOverviewAutomationCustomer serviceFinanceHealthcareHuman resourcesMarketingProcurementRevOpsSalesSupply chainCole StrykerMichal Shmueli-ScheuerAI agentethical AIGenerative AIlarge language modelbenchmarksautomationagentic AIIBM Privacy Statementobservabilityground truthworkflowAI workflowretrieval augmented generationAPIdebugagentic architecturescustomer supportLearn morechatbotsUpcoming webinar | 26 February AgentOps and Responsible AI Join this webinar to explore practical strategies for operating and governing AI agents responsibly at scale, with expert insights on observability, risk management and accountable AI operations. Register nowBuild, run and manage AI agents with watsonx OrchestrateReport IBM X-Force Threat Intelligence Index 2026 Gain insights to prepare and respond to cyberattacks with greater speed and effectiveness with the IBM X-Force® Threat Intelligence Index. Read the reportReport AI governance imperative: evolving regulations and emergence of agentic AI Learn how evolving regulations and the emergence of AI agents are reshaping the need for robust AI governance frameworks. Read the reportWebinar recording Agent Ops and Responsible AI Join this webinar to explore practical strategies for operating and governing AI agents responsibly at scale, with expert insights on observability, risk management and accountable AI operations. Watch nowGuide Building a strong data foundation for trustworthy AI Explore the Data Matters hub to see how strong data practices and governance lay the foundation for scalable AI success. See why Data MattersEbook Maximize AI ROI through smarter governance Learn ways to maximize AI ROI—prioritizing high-impact use cases, governing risks, optimizing costs and accelerating adoption with watsonx®. Read the ebookReport IBM named a Leader in the Gartner® Magic Quadrant™ for GRC Unlock insights into IBM's OpenPages and learn why we were named a Leader. Get the ReportReport Why AI governance is a business imperative for scaling enterprise artificial intelligence Learn about the new challenges of generative AI, the need for governing AI and ML models and steps to build a trusted, transparent and explainable AI framework. Read the reportReport Getting ready for the EU AI Act, Phase 2: Risk-Assess and Categorize Understand the importance of establishing a defensible assessment process and consistently categorizing each use case into the appropriate risk tier. Read the reportInsight AI lifecycle governance Read about driving ethical and compliant practices with a portfolio of AI products for generative AI models. Read the insightEbook How to choose the right foundation model Learn how to select the most suitable AI foundation model for your use case. Read the ebookDiscover watsonx.governanceDiscover AI governance solutionsDiscover AI governance servicesExplore watsonx.governanceBook a live demo

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