🤖 What are AI Agents?

Autonomous systems that perceive, reason, and act to achieve goals

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Constitutional AI

Introduction to AI Agents

🎯 What is an AI Agent?

An AI agent is an autonomous system that perceives its environment through sensors, processes information, and takes actions to achieve specific goals. Unlike passive AI models, agents actively interact with their surroundings and make decisions independently.

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Key Insight

The defining feature of an agent is autonomy: it operates without constant human intervention, making decisions based on its perception and goals.

🔄 The Agent Cycle

AI agents operate in a continuous perception-action loop, constantly sensing and responding to their environment.

1
Perceive

Gather information from environment via sensors

2
Reason

Process data and decide on best action

3
Act

Execute action through actuators

4
Learn

Update knowledge from outcomes (optional)

🏠
Smart Home

Thermostats, vacuum robots, lighting systems

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Autonomous Vehicles

Self-driving cars, drones, delivery robots

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Virtual Assistants

Chatbots, personal assistants, customer service

🎭 Agent Properties (PEAS)

🎯 Performance Measure

Criteria for success (e.g., speed, accuracy, efficiency)

🌍 Environment

External world the agent interacts with

Actuators

Tools to execute actions (motors, displays, speakers)

👁️ Sensors

Inputs to perceive environment (cameras, microphones)