Navigating the AI Frontier 2024

Page 5 of 28 · WEF_Navigating_the_AI_Frontier_2024.pdf

Introduction AI agents are becoming more advanced, with significant implications for decision-making, accountability and oversight. As artificial intelligence (AI) continues to advance and integrate into various sectors of the economy and society, understanding the role of AI agents, their capabilities and likely impact is crucial for business leaders, policy-makers and other stakeholders involved in shaping the future of AI development, implementation and governance. The concept of an agent – an entity that perceives its environment through sensors and acts on it through effectors – has been constantly evolving since the beginning of task automation.3 With recent advances in large language models (LLM – AI models that process natural language) and large multimodal models (LMM – AI models that process natural language, images, video and/or audio), the concept of AI agents is moving into a new phase of rapid development and experimentation. This phase is currently seeing the emergence of a range of novel use cases from coding assistants to workflow automation, personal assistants and many more areas of application. As AI agents continue to advance, society is gradually progressing towards the development of innovative systems with increased autonomy, capable of completing tasks with minimal human involvement or guidance. This heralds a new era of AI-driven innovation and efficiency with the potential to affect every sector of the global economy. Given this far-reaching prospect, it is crucial to consider safety and governance measures to guide the responsible development and implementation of advanced AI agents.4 This paper first defines the concept of AI agents before outlining different types of agents and their evolution over time. The last section looks ahead and summarizes examples of emerging technical and the socioeconomic implications of deploying AI agents – along with possible measures to mitigate risks. Navigating the AI Frontier: A Primer on the Evolution and Impact of AI Agents 5
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