Capgemini, a French IT corporation, predicts that multi-agent AI systems will appear by 2025. These systems will use several AI agents to solve difficult problems. AI bots can plan, learn, and execute tasks independently, with minimum human intervention. Working towards common goals, similar to human teams, can lead to more effective problem-solving, higher productivity, and inventive solutions to complicated situations.
AI has evolved beyond chatbots. AI is becoming autonomous and capable of doing tasks autonomously, resulting in major consequences for many sectors. French IT company Capgemini predicts the arrival of multi-agent AI systems by 2025. These systems will involve several AI agents collaborating to face complicated challenges.
AI bots will be autonomous and can plan, learn, and execute tasks with minimal human supervision. They will work to achieve shared goals, similar to human teams, resulting in efficient problem-solving, enhanced production, and inventive solutions to complicated situations.
What are AI Agents and Multi-agent Systems?
The Capgemini Research Institute’s research “Harnessing the Value of Generative AI” discusses prominent AI application cases in several domains.
“We define an AI agent as a technology designed to function independently, plan, reflect, pursue higher-level goals, and execute complex workflows with minimal or limited direct human oversight,” according to the business’s study.
A multi-agent system involves several agents working together to complete tasks in a dispersed and collaborative manner.
“Such systems exhibit characteristics traditionally found exclusively in human operators, including decision-making, planning, collaboration, and adapting execution techniques based on inputs, predefined goals, and environmental considerations,” according to the business.
Pascal Brier, Capgemini’s chief innovation officer, reports that corporations are already considering agent technology. In an interview with CNBC, he stated that applications involving many autonomous agents are expected to emerge next year.
As AI technology advances, it will evolve from a supporting tool to an independent agent with complete execution capabilities. According to the paper, these agents can understand, interpret, adapt, and act independently, surpassing the capabilities of traditional AI systems and capable of replacing human workers for specific activities.
Source- brandequity
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