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What are AI agents?

Will AI agents make our lives easier?

By Christina Catenacci

Oct 22, 2024

Key PointsĀ 

  • AI agents act autonomouslyā€”with agency, and can act as virtual employees throughout an organization and across industriesĀ 

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  • Some companies are starting to launch AI agents; for example, Microsoft is launching Copilot Studio, and Salesforce is launching AgentforceĀ Ā 

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  • As companies roll out AI agents, it is likely that several tasks will be included in the package, involvingĀ sales, tracking expenses,Ā or customer serviceĀ 


You may be wondering what all the hype is about when hearing about AI agents. What areĀ they? How is it different than a chatbot? How can this make my life easier?Ā 


AI agents are not like chatbots, which need to be prompted. Rather, AI agents act autonomouslyā€”with agency. It may not be common right now, but it has been projectedĀ that by 2028, 33Ā percentĀ of enterprise software applications will include agentic AI, up from less than one percentĀ in 2024, enabling 15Ā percentĀ of day-to-day work decisions to be made autonomously.Ā 

Also referred to as intelligent agents, AI agents use AI techniques to complete tasks and achieve goals. In fact, AI agents do the following:

  • receive instructionsĀ 

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  • create a planĀ 

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  • use AIĀ to complete tasksĀ 

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  • produce outputsĀ 

Why would businesses need these AI agents? By having intelligent agents, organizations can increase the number of automatable tasks and workflows. This saves time and automates monotonous tasks so that (human) employees can be freed up to completeĀ more interesting and intellectually stimulating work.Ā Eventually, AI agents will likelyĀ createĀ more complicated plansĀ and create more stunning deliverablesā€”allĀ autonomously.Ā 


As wonderful as these tools might be, some significant concernsĀ are likely to ariseā€”whether it is privacy, security, or ethical concerns.Ā For instance, when an AI agentĀ is carrying out autonomous tasksĀ to achieve goals, there is some question about whether it will violate a privacy law in the process. And the AI agentĀ may not be ethically aware enough to considerĀ how important it is to ensure that howĀ one accesses information isĀ in line with human values.Ā 


When trying to accomplishĀ certainĀ goals, would an AI AgentĀ concern itself with human values? Even if it would, would it sufficiently understand human valuesĀ in every circumstance? If it does not, who would be responsible if the AI agentĀ did something that was not what a human would consider to be acceptable conduct? Perhaps theĀ law of agency would apply and make the owner of the AI agentĀ responsible for any unintended consequences. But if a large portionĀ of usersĀ startsĀ to use these AI agentsĀ simultaneously, how would it be possible to minimize the extentĀ of harm that could ensueā€”all at once?Ā 


Interestingly, it has been reportedĀ that Microsoft will be launching these AI agents in itā€™sĀ Copilot StudioĀ in the very nearĀ future. In fact, Microsoft forecasts that these AI agents will carry out tasks throughout the workplace in many industriesā€”to help with that, the company is going to be releasing 10 fine-tuned agents and give users the ability to create their own agents.Ā 


For example, some of the agents that Microsoft Copilot StudioĀ will be releasing include:

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  • Sales Qualification AgentĀ 

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  • Supplier Communications AgentĀ 

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  • Customer Intent AgentĀ 

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  • Customer Knowledge Management AgentĀ 


Indeed, Microsoft has claimedĀ that AI automation will remove the boring partsĀ of jobs instead of replacing entire jobs.Ā The company plans on achievingĀ this goal by allowingĀ businesses and developers to build AI-powered Copilots that can work asĀ virtual employees. Unlike a chatbot waiting to be prompted, the Copilot would do things such asĀ monitoringĀ email inboxes orĀ automating a series of tasks inĀ theĀ placeĀ of employees.Ā 


Employees will need to appreciate that the parts of jobs that will be eliminated are the kinds of things employees do not enjoy doing. When this type of process takes place, HR Managers may need to reconfigure jobs so that there are more tasks that humans can do contained in each job.Ā Ā 


To be sure, Microsoft has built some controls into Copilot Studio so that it does not go rogue and complete inappropriate tasks autonomously. Managers will likely needĀ to provide guidance to employees with respect to what types of tasks are good candidates to be automated;Ā theyĀ will need to assign those tasks to the AI Copilot and leave more delicate or complex work tasks to human employees.Ā Ā 


Technically speaking,Ā Copilot StudioĀ combines the natural languageĀ understanding models already in Copilot Studio with Azure OpenAI to:Ā 


  • Understand what the copilot maker wants to achieve by parsing their requestĀ 

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  • Apply knowledge of how nodes within a topic work together, and how a topic should be constructed for the best effectĀ 

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  • Generate a series of connected nodes that together form a full topicĀ 

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  • Use plain languageĀ in any node that containsĀ user-facing text that corresponds with the copilot maker's requestĀ 


According to Microsoft, the ā€œCreate with Copilotā€ option in Copilot Studio allows users to just describe what they want to achieve, and then produce a topic path that achieves that goal.Ā Microsoft recommends that usersĀ include granular instructions in aĀ description and limit the scope of the description to a single topic. It is possible to modifyĀ a topic if necessary,Ā using natural language.Ā 


Apparently, Microsoftā€™sĀ latest announcement has deepened its rivalry with Salesforce, especially since Salesforce just presented its ā€œAgentforceā€ at its Dreamforce conference. Indeed, the competition is fierce.Ā Ā 


We shall see: AI agents are in their early stages.Ā Ā 

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