AI agents rely on a set of interconnected components that enable them to perceive their environment, process information, make decisions, collaborate, take meaningful actions and learn from their experience.
What are the different types of AI? AI is generally broken down into categories based on “the degree [that] an AI system can replicate human capabilities”.21While an AI still hasn’t passed the Turing test, how proficient they are at performing human functions helps with their classification...
To understand AI, we look at two main parts:AI hardwareand software, of course,AI architectswho design these systems are pretty important too. Like a builder needs both blueprints and bricks to build a house, AI uses complex software plans and strong hardware to work. But is AI software or...
This observe-plan-act cycle is self-reinforcing because AI agent tools continuously analyze how the world has changed based on past interactions and learn how to be more efficient and effective over time. What Are the Components of an AI Agent? AI agents vary in implementation but tend to hav...
What are the components of AI governance? AI governance determines clear definitions, thorough inventories, adaptable policies, and stakeholder-driven robust frameworks. Aligning with ethical principles and addressing risks ensures effective implementation. What are the governance principles for a n...
What are the different types of intelligent agents? AI agents come in many different forms depending on the agentic architecture that they use as a foundation. Here are eight different types you need to know about: Simple reflex agents These simple agents function using the ‘condition-action’...
Read about the promises and drawbacks of the future AI workforce, and how to responsibly develop AI agents for your own workstreams.
These components are continuous: sense, perceive, think, decide, and act. Understanding this structure can help you better conceptualize how AI agents operate and interact with their environment. What are theadvantages of using AI agents?
Differences among AI, machine learning and deep learning The termsAI, machine learning and deep learningare often used interchangeably, especially in companies' marketing materials, but they have distinct meanings. In short, AI describes the broad concept of machines simulating human intelligence, while...
The 6 Components of AI Agent Architecture ‘AI agent’ can seem nebulously defined. Given their wide applications, it can be difficult to pin down what might be an AI agent and what might be standard automation or a typical AI chatbot. There are 6 key components of an AI agent: LLM Rou...