2024年代理型AI：生成式人工智能（GenAI）的新前沿——高管策略指南报告（英）普华永道2024

What is agentic Al?Agentic Al generally refers to Al systems thatpossess the capacity to make autonomousdecisions and take actions to achieve specificgoals with limited or no direct humanintervention-Key aspects of agentic AlAutonomy:Agentic Al systemsGoal-oriented behaviour:TheseEnvironment interaction:Ancan operate independently,Al agents are designed to pursueagentic Al interacts with itsmaking decisions based on theirspecific objectives,optimisingsurroundings,perceiving changesprogramming,learning,andtheir actions to achieve theand adapting its strategiesenvironmental inputs.desired outcomes.accordingly.Learning capability:ManyWorkflow optimisation:AgenticMulti-agent and systemagentic Al systems employAl agents enhance workflows andconversation:Agentic Almachine leaming orbusiness processes by integratingfacilitates communicationreinforcement leaming techniqueslanguage understanding withbetween different agents toto improve their performance overreasoning,planning,andconstruct complex workflows.Ittime.decision-making.This involvescan also integrate with otheroptimising resource allocationsystems or tools,such as email.improving communication andcode executors,or searchcollaboration,and identifyingengines,to perform a variety ofautomation opportunities.tasks.EnvironmentLearninginteractioncapabilityGoal-orientedWorkflowbehaviouroptimisationMulti-agentand systemAutonomyconversation