{"id":12522,"date":"2026-05-07T15:01:15","date_gmt":"2026-05-07T09:31:15","guid":{"rendered":"https:\/\/www.scaler.com\/blog\/?p=12522"},"modified":"2026-08-12T18:04:43","modified_gmt":"2026-08-12T12:34:43","slug":"10-real-world-examples-of-ai-agents-and-what-they-can-do","status":"publish","type":"post","link":"https:\/\/www.scaler.com\/blog\/10-real-world-examples-of-ai-agents-and-what-they-can-do\/","title":{"rendered":"10 Real World Examples Of Ai Agents And What They Can Do"},"content":{"rendered":"\n<h1 class=\"wp-block-heading\" id=\"10realworldexamplesofaiagentsandwhattheycando\"><span class=\"ez-toc-section\" id=\"10-real-world-examples-of-ai-agents-and-what-they-can-do\"><\/span>10 Real-World Examples of AI Agents and What They Can Do<span class=\"ez-toc-section-end\"><\/span><\/h1>\n\n\n<p class=\"wp-block-paragraph\">An AI agent is an autonomous entity that perceives its environment through sensors and acts upon that environment through actuators to achieve specific goals. These agents combine models from a <a href=\"https:\/\/www.scaler.com\/blog\/machine-learning-roadmap\/\">machine learning roadmap<\/a> with decision-making frameworks, enabling them to operate independently to perform complex tasks, from debugging code to navigating city streets.<\/p>\n\n\n<figure class=\"wp-block-image\"><img loading=\"lazy\" loading=\"lazy\" decoding=\"async\" width=\"1448\" height=\"1086\" alt=\"\" class=\"wp-image-12533\" src=\"https:\/\/scaler-blog-prod-wp-content.s3.ap-south-1.amazonaws.com\/wp-content\/uploads\/2026\/05\/07150054\/ChatGPT-Image-May-7-2026-03_00_00-PM.png\"\/><\/figure>\n\n\n<h2 class=\"wp-block-heading\" id=\"understandingaiagentsthecoreconcepts\"><span class=\"ez-toc-section\" id=\"understanding-ai-agents-the-core-concepts\"><\/span>Understanding AI Agents: The Core Concepts<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p class=\"wp-block-paragraph\">Before delving into specific examples of AI agents, it is crucial to establish a foundational understanding, similar to an <a href=\"https:\/\/www.scaler.com\/blog\/artificial-intelligence-syllabus\/\">artificial intelligence syllabus<\/a>, of their operational principles. In artificial intelligence, an &#8220;agent&#8221; refers to any entity capable of perceiving its environment and executing actions to achieve a predefined objective. This concept is not limited to software; a robot, a thermostat, or even a complex trading algorithm can be considered an agent. The defining characteristic is the cyclical process of perception, deliberation, and action, which allows the agent to function autonomously within its designated environment.<\/p>\n\n\n<p class=\"wp-block-paragraph\">This behavior is formally modeled to create a clear distinction between the agent&#8217;s internal logic and the external world it interacts with. A well-defined model is essential for designing, evaluating, and improving agent performance in both simulated and real-world scenarios.<\/p>\n\n<meta charset=\"UTF-8\">\n<meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n<title>Scaler Carousel<\/title>\n\n<!-- Plus Jakarta Sans Font -->\n<link href=\"https:\/\/fonts.googleapis.com\/css2?family=Plus+Jakarta+Sans:wght@400;500;600;700&amp;display=swap\" rel=\"stylesheet\">\n<!-- Swiper CSS -->\n<link rel=\"stylesheet\" href=\"https:\/\/cdn.jsdelivr.net\/npm\/swiper@11\/swiper-bundle.min.css\">\n\n<style>\n.scaler-carousel {\n  font-family: 'Plus Jakarta Sans', sans-serif;\n  max-width: 900px;\n  margin: 24px auto;\n  padding: 0;\n  box-sizing: border-box;\n}\n.scaler-carousel *,\n.scaler-carousel *::before,\n.scaler-carousel *::after {\n  box-sizing: border-box;\n}\n\n\/* Header *\/\n.scaler-header {\n  text-align: center;\n  margin-bottom: 20px;\n}\n.scaler-header-title {\n  font-size: 22px;\n  font-weight: 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class=\"scaler-title\">DevOps, Cloud &#038; AI Platform Engineering<\/h3>\n              <p class=\"scaler-desc\">Build and manage AI-powered cloud infrastructure<\/p>\n            <\/div>\n          <\/div>\n          <div class=\"scaler-stats\">\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">12 Months<\/span><span class=\"scaler-stat-label\">Duration<\/span><\/div>\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">AI-Led<\/span><span class=\"scaler-stat-label\">Curriculum<\/span><\/div>\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">Career Support<\/span><span class=\"scaler-stat-label\">Support<\/span><\/div>\n          <\/div>\n          <div class=\"scaler-logos\">\n            <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/2\/2f\/Google_2015_logo.svg\" alt=\"Google\" loading=\"lazy\">\n            <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/a\/a9\/Amazon_logo.svg\" alt=\"Amazon\" loading=\"lazy\">\n            <img decoding=\"async\" class=\"scaler-company-logo\" src=\"https:\/\/upload.wikimedia.org\/wikipedia\/commons\/4\/42\/Paytm_logo.png\" alt=\"Paytm\" loading=\"lazy\">\n            <span class=\"scaler-logo-more\">+1000 more<\/span>\n          <\/div>\n          <div class=\"scaler-card-btns\">\n            <button onclick=\"window.open('https:\/\/www.scaler.com\/devops-course\/', '_blank')\">\n              Go to Program\n              <svg width=\"14\" height=\"14\" viewBox=\"0 0 16 16\" fill=\"none\" aria-hidden=\"true\"><path d=\"M3 8H13M13 8L9 4M13 8L9 12\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\"\/><\/svg>\n            <\/button>\n          <\/div>\n        <\/div>\n      <\/div>\n\n      <!-- CARD 5 -->\n      <div class=\"swiper-slide\">\n        <div class=\"scaler-card\">\n          <div class=\"scaler-badge\">NSDC Certified<\/div>\n          <div class=\"scaler-card-top\">\n            <div class=\"scaler-icon-wrap\">\n              <svg width=\"26\" height=\"26\" viewBox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\">\n                <line x1=\"3\" y1=\"22\" x2=\"21\" y2=\"22\" \/>\n                <line x1=\"6\" y1=\"18\" x2=\"6\" y2=\"11\" \/>\n                <line x1=\"10\" y1=\"18\" x2=\"10\" y2=\"11\" \/>\n                <line x1=\"14\" y1=\"18\" x2=\"14\" y2=\"11\" \/>\n                <line x1=\"18\" y1=\"18\" x2=\"18\" y2=\"11\" \/>\n                <polygon points=\"12 2 20 7 4 7\" \/>\n              <\/svg>\n            <\/div>\n            <div class=\"scaler-card-top-content\">\n              <h3 class=\"scaler-title\">AI Engineering Advanced Certification by IIT-Roorkee<\/h3>\n              <p class=\"scaler-desc\">Premier AI engineering certification from IIT-Roorkee<\/p>\n            <\/div>\n          <\/div>\n          <div class=\"scaler-stats\">\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">3 Months<\/span><span class=\"scaler-stat-label\">Duration<\/span><\/div>\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">AI-Led<\/span><span class=\"scaler-stat-label\">Curriculum<\/span><\/div>\n            <div class=\"scaler-stat\"><span class=\"scaler-stat-value\">Career Support<\/span><span class=\"scaler-stat-label\">Support<\/span><\/div>\n          <\/div>\n          <div class=\"scaler-logos\">\n            <img decoding=\"async\" class=\"scaler-logo-strip\" src=\"https:\/\/scaler-blog-prod-wp-content.s3.ap-south-1.amazonaws.com\/wp-content\/uploads\/2026\/07\/08135139\/iitr-icons-strip.png\" alt=\"Program highlights\" loading=\"lazy\">\n          <\/div>\n          <div class=\"scaler-card-btns\">\n            <button 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});\n});\n<\/script>\n\n\n<h3 class=\"wp-block-heading\" id=\"thepeasframeworkdeconstructingagentbehavior\">The PEAS Framework: Deconstructing Agent Behavior<\/h3>\n\n\n<p class=\"wp-block-paragraph\">To systematically analyze and design an AI agent, computer scientists often employ the PEAS (Performance, Environment, Actuators, Sensors) framework. This model provides a structured way to define the agent&#8217;s task and its operational context.<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Performance Measure:<\/strong> This is the objective criterion for success. It is a function that evaluates a sequence of environment states and quantifies how successfully the agent is achieving its goals. For an autonomous vehicle, performance measures could include minimizing travel time, ensuring passenger comfort, and, most critically, adhering to all traffic laws to avoid collisions.<\/li>\n\n\n<li><strong>Environment:<\/strong> This is the context in which the agent operates. It encompasses everything external to the agent that influences its decisions and is affected by its actions. The environment can be static or dynamic, discrete or continuous, and fully or partially observable. For a cybersecurity agent, the environment is the corporate network, including all traffic, devices, and potential threats.<\/li>\n\n\n<li><strong>Actuators:<\/strong> These are the components the agent uses to exert influence on its environment. Actuators translate the agent&#8217;s decisions into actions. For a robot in a warehouse, the actuators are its motors, wheels, and grippers that allow it to navigate and manipulate packages.<\/li>\n\n\n<li><strong>Sensors:<\/strong> These are the components the agent uses to perceive the state of its environment. Sensors provide the raw data that informs the agent&#8217;s decision-making process. A smart thermostat&#8217;s sensors include its thermometer and humidity detector, while a self-driving car utilizes a complex suite of sensors like cameras, LiDAR, and radar.<\/li>\n<\/ul>\n\n\n<!-- scaler-insert:agentic_ai_banner -->\n\n<link href=\"https:\/\/fonts.googleapis.com\" rel=\"preconnect\"\/>\n<link crossorigin=\"\" href=\"https:\/\/fonts.gstatic.com\" rel=\"preconnect\"\/>\n<link href=\"https:\/\/fonts.googleapis.com\/css2?family=Inter:wght@400;500;600;700;800&amp;display=swap\" rel=\"stylesheet\"\/>\n<style>\n  \/* Establishes a container-query context so the banner adapts to the width\n     of wherever it is placed (blog column, sidebar, phone) \u2014 not the viewport. *\/\n  .genai_banner_root {\n    container-type: inline-size;\n    width: 100%;\n    max-width: 100%;\n  }\n\n  .genai_banner_container {\n    --genai-banner-img: 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\"); \/* REPLACE-IMAGE *\/\n    position: relative;\n    display: flex;\n    align-items: stretch;\n    box-sizing: border-box;\n    min-height: 340px;\n    background: #FFFFFF;\n    border: 1px solid #EEF0F2;\n    border-radius: 16px;\n    overflow: hidden;\n    font-family: 'Inter', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;\n  }\n  .genai_banner_container * { box-sizing: border-box; }\n\n  \/* ---- Right-side course visual (sits behind the fade) ---- *\/\n  .genai_banner_media {\n    position: absolute;\n    top: 0;\n    right: 0;\n    width: 52%;\n    height: 100%;\n    background-image: var(--genai-banner-img);\n    background-size: cover;\n    background-position: center center;\n    background-repeat: no-repeat;\n  }\n  .genai_banner_fade {\n    position: absolute;\n    inset: 0;\n    background: linear-gradient(to right, #FFFFFF 0%, rgba(255,255,255,0.88) 16%, rgba(255,255,255,0.45) 40%, rgba(255,255,255,0) 68%);\n  }\n\n  \/* ---- Left-side content ---- *\/\n  .genai_banner_content {\n    position: relative;\n    z-index: 1;\n    width: 54%;\n    padding: 42px 40px 42px 52px;\n    display: flex;\n    flex-direction: column;\n    justify-content: center;\n  }\n  .genai_banner_title {\n    margin: 0 0 12px;\n    font-size: 38px;\n    font-weight: 800;\n    line-height: 1.14;\n    letter-spacing: -0.02em;\n    color: #0D1117;\n  }\n  .genai_banner_title_hl { color: #BE1558; }\n  .genai_banner_desc {\n    margin: 0 0 24px;\n    max-width: 440px;\n    font-size: 15px;\n    font-weight: 400;\n    line-height: 1.6;\n    color: #6B7280;\n  }\n\n  .genai_banner_cta_row {\n    display: flex;\n    align-items: center;\n    gap: 20px;\n    margin-bottom: 26px;\n    flex-wrap: wrap;\n  }\n  .genai_banner_btn {\n    display: inline-flex;\n    align-items: center;\n    gap: 8px;\n    padding: 12px 24px;\n    background: #BE1558;\n    border: none;\n    border-radius: 8px;\n    font-size: 15px;\n    font-weight: 700;\n    line-height: 1;\n    color: #FFFFFF !important;\n    text-decoration: none;\n    white-space: nowrap;\n    transition: background 0.15s ease;\n  }\n  .genai_banner_btn:hover { background: #9E1049; }\n  .genai_banner_btn svg { display: block; }\n\n  .genai_banner_rating {\n    display: flex;\n    align-items: center;\n    gap: 6px;\n    font-size: 14px;\n    line-height: 1;\n  }\n  .genai_banner_rating .star { color: #F59E0B; font-weight: 700; }\n  .genai_banner_rating .muted { color: #9CA3AF; }\n\n  .genai_banner_highlights {\n    display: flex;\n    gap: 22px;\n    flex-wrap: nowrap;\n    max-width: 470px;\n  }\n  .genai_banner_hl {\n    display: flex;\n    align-items: center;\n    gap: 10px;\n    flex: 1 1 0;\n    min-width: 0;\n  }\n  .genai_banner_hl .ic {\n    width: 34px;\n    height: 34px;\n    flex-shrink: 0;\n    border-radius: 9px;\n    background: #FAE8EF;\n    display: flex;\n    align-items: center;\n    justify-content: center;\n  }\n  .genai_banner_hl .ic svg { display: block; }\n  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}\n    .genai_banner_hl .v-short { display: inline; }\n  }\n<\/style>\n<div class=\"genai_banner_root\">\n<div class=\"genai_banner_container\">\n<div class=\"genai_banner_media\"><\/div>\n<div class=\"genai_banner_fade\"><\/div>\n<div class=\"genai_banner_content\">\n<h2 class=\"genai_banner_title\"><span class=\"ez-toc-section\" id=\"free-agentic-ai-course-with-certification\"><\/span>\n      Free Agentic AI Course<br\/>\n<span class=\"genai_banner_title_hl\">with Certification<\/span>\n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p class=\"genai_banner_desc\">\n      Learn LLMs, prompt engineering, RAG &amp; agentic AI \u2014 hands-on.\n      Earn an industry-recognised certificate at zero cost.\n    <\/p>\n<div class=\"genai_banner_cta_row\">\n<a class=\"genai_banner_btn\" href=\"https:\/\/www.scaler.com\/topics\/course\/agentic-ai\/\" id=\"genai_banner_btn\">\n        Start Learning for Free\n        <svg aria-hidden=\"true\" fill=\"none\" height=\"15\" viewbox=\"0 0 14 14\" width=\"15\">\n<path d=\"M2.5 7h9M8 3.5l3.5 3.5L8 10.5\" stroke=\"currentColor\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"1.5\"><\/path>\n<\/svg>\n<\/a>\n<div class=\"genai_banner_rating\">\n<span class=\"star\">\u2605 4.8<\/span>\n<span class=\"muted\">\u00b7 1,002 enrolled<\/span>\n<\/div>\n<\/div>\n<div class=\"genai_banner_highlights\">\n<div class=\"genai_banner_hl\">\n<div class=\"ic\">\n<svg aria-hidden=\"true\" fill=\"none\" height=\"18\" viewbox=\"0 0 24 24\" width=\"18\">\n<path d=\"M12 4 2 9l10 5 8-4v6\" stroke=\"#9E1049\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"1.7\"><\/path>\n<path d=\"M6 12v4c0 1.1 2.7 2.5 6 2.5s6-1.4 6-2.5v-4\" stroke=\"#9E1049\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"1.7\"><\/path>\n<\/svg>\n<\/div>\n<div>\n<div class=\"lbl\">Certificate<\/div>\n<div class=\"val\"><span class=\"v-full\">Industry-recognised<\/span><span class=\"v-short\">Included<\/span><\/div>\n<\/div>\n<\/div>\n<div class=\"genai_banner_hl\">\n<div class=\"ic\">\n<svg aria-hidden=\"true\" fill=\"none\" height=\"18\" viewbox=\"0 0 24 24\" width=\"18\">\n<circle cx=\"12\" cy=\"12\" r=\"8.5\" stroke=\"#9E1049\" stroke-width=\"1.7\"><\/circle>\n<path d=\"M12 7.5V12l3 2\" stroke=\"#9E1049\" stroke-linecap=\"round\" stroke-linejoin=\"round\" stroke-width=\"1.7\"><\/path>\n<\/svg>\n<\/div>\n<div>\n<div class=\"lbl\">Duration<\/div>\n<div class=\"val\"><span class=\"v-full\">1h 9m \u00b7 7 Modules<\/span><span class=\"v-short\">7 Modules<\/span><\/div>\n<\/div>\n<\/div>\n<div class=\"genai_banner_hl\">\n<div class=\"ic\">\n<svg aria-hidden=\"true\" fill=\"none\" height=\"18\" viewbox=\"0 0 24 24\" width=\"18\">\n<rect fill=\"#9E1049\" height=\"6\" rx=\"1\" width=\"3.4\" x=\"4\" y=\"14\"><\/rect>\n<rect fill=\"#9E1049\" height=\"10\" rx=\"1\" width=\"3.4\" x=\"10.3\" y=\"10\"><\/rect>\n<rect fill=\"#9E1049\" height=\"14\" rx=\"1\" width=\"3.4\" x=\"16.6\" y=\"6\"><\/rect>\n<\/svg>\n<\/div>\n<div>\n<div class=\"lbl\">Level<\/div>\n<div class=\"val\"><span class=\"v-full\">Beginner-friendly<\/span><span class=\"v-short\">Beginner<\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<script>\n  (function () {\n    function initScalerGenAIBanner() {\n      var pathParts = location.pathname.split('\/').filter(Boolean);\n      var currentSlug = pathParts.length > 0 ? pathParts[pathParts.length - 1] : 'homepage';\n      var url = 'https:\/\/www.scaler.com\/topics\/course\/agentic-ai\/'\n              + '?utm_source=blog'\n              + '&utm_medium=agentic_ai'\n              + '&utm_content=' + currentSlug;\n      var btns = document.querySelectorAll('.genai_banner_btn');\n      for (var i = 0; i < btns.length; i++) { btns[i].href = url; }\n    }\n    if (document.readyState === 'loading') {\n      document.addEventListener('DOMContentLoaded', initScalerGenAIBanner);\n    } else {\n      initScalerGenAIBanner();\n    }\n  })();\n<\/script>\n\n<!-- \/scaler-insert:agentic_ai_banner -->\n\n<h2 class=\"wp-block-heading\" id=\"ataxonomyofaiagentsfromsimplereflexestocomplexlearning\"><span class=\"ez-toc-section\" id=\"a-taxonomy-of-ai-agents-from-simple-reflexes-to-complex-learning\"><\/span>A Taxonomy of AI Agents: From Simple Reflexes to Complex Learning<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p class=\"wp-block-paragraph\">AI agents are not monolithic; they exist on a spectrum of complexity and capability. This hierarchy is typically defined by the sophistication of their internal decision-making processes, ranging from simple condition-action rules to adaptive, goal-oriented reasoning. Following an <a href=\"https:\/\/www.scaler.com\/blog\/agentic-ai-roadmap\/\">Agentic AI Roadmap<\/a> and understanding this taxonomy is key to appreciating the technology behind the real-world examples.<\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"simplereflexagents\">Simple Reflex Agents<\/h3>\n\n\n<p class=\"wp-block-paragraph\">These are the most basic types of agents. They operate solely on a <code>condition-action<\/code> rule, meaning they respond directly to the current percept without considering any past history. Their decision-making is stateless.<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Logic:<\/strong> <code>if condition then action<\/code><\/li>\n\n\n<li><strong>Example:<\/strong> A simple automated vacuum that changes direction only when its bumper sensor hits an obstacle.<\/li>\n<\/ul>\n\n\n<h3 class=\"wp-block-heading\" id=\"modelbasedreflexagents\">Model-Based Reflex Agents<\/h3>\n\n\n<p class=\"wp-block-paragraph\">These agents maintain an internal state or model of the world. This model allows them to handle partially observable environments by tracking how the world evolves independently of the agent's actions. They use this internal model, along with the current percept, to make decisions.<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Logic:<\/strong> Uses an internal model of the world to infer the current state, then applies condition-action rules.<\/li>\n\n\n<li><strong>Example:<\/strong> An autonomous vehicle's system for tracking the position of other cars that are temporarily occluded by an overpass.<\/li>\n<\/ul>\n\n\n<p class=\"wp-block-paragraph\"><strong>Stop learning AI in fragments\u2014master a structured <a href=\"https:\/\/www.scaler.com\/iit-roorkee-advanced-ai-engineering-course\">AI Engineering Course<\/a> with hands-on GenAI systems with IIT Roorkee CEC Certification<\/strong><\/p>\n\n\n<!DOCTYPE html>\n<html>\n  <head>\n    <title>Hello World!<\/title>\n    <link rel=\"preconnect\" href=\"https:\/\/fonts.googleapis.com\">\n    <link rel=\"preconnect\" href=\"https:\/\/fonts.gstatic.com\" crossorigin>\n    <link href=\"https:\/\/fonts.googleapis.com\/css2?family=Lato:wght@400;600;700&#038;display=swap\" rel=\"stylesheet\">\n    <style>\n      .iitr_banner_container {\n        font-family: lato;\n        display: flex;\n        flex-direction: row;\n        justify-content: space-between;\n        border-radius: 16px;\n        background: linear-gradient(88deg, #19000F 24.45%, #66003F 83.33%);\n        position: relative;\n\n        @media (max-width: 768px) {\n          min-height: 450px;\n          overflow: hidden;\n          flex-direction: column;\n        }\n      }\n      .iitr_banner_content {\n        display: flex;\n        flex-direction: column;\n        align-items: flex-start;\n        justify-content: center;\n        padding: 20px;\n        max-width: 50%;\n\n        @media (max-width: 768px) {\n          max-width: 100%;\n        }\n      }\n      .iitr_banner_title {\n        font-size: 24px;\n        font-weight: bold;\n        color: #FFFFFF;\n\n        @media (max-width: 768px) {\n          font-size: 20px;\n        }\n      }\n      .iitr_banner_title_highlight {\n        color: #FF0071;\n      }\n      .iitr_banner_subtitle {\n        font-size: 14px;\n        color: #FFFFFF;\n        margin: 10px 0;\n      }\n      .iitr_banner_btn {\n        display: flex;\n        justify-content: center;\n        align-items: center;\n        padding: 8px 48px;\n        background-color: #F8F9F9;\n        border-radius: 8px;\n        border: 1px solid #E3E8E8;\n        font-size: 1.4rem;\n        font-weight: 600;\n        color: #0D3231;\n        text-decoration: none;\n        margin-top: 16px;\n\n        @media (max-width: 768px) {\n          padding: 8px 32px;\n        }\n      }\n      .iitr_banner_image {\n        position: absolute;\n        bottom: 0;\n        right: 0;\n\n        @media (max-width: 768px) {\n          right: auto;\n          object-fit: cover;\n          min-width: 100%\n        }\n      }\n      .iitr_banner_image_logo {\n        margin-bottom: 16px;\n        \n        @media (max-width: 768px) {\n          width: 240px;\n        }\n      }\n\n      \/* Responsive visibility utilities *\/\n      .show-in-mobile {\n        display: none;\n      }\n      .hide-in-mobile {\n        display: block;\n      }\n\n      \/* Mobile breakpoint (768px and below) *\/\n      @media (max-width: 768px) {\n        .show-in-mobile {\n          display: block;\n        }\n        .hide-in-mobile {\n          display: none;\n        }\n      }\n    <\/style>\n  <\/head>\n  <body>\n      <div class=\"iitr_banner_container\">\n        <div class=\"iitr_banner_content\">\n          <img decoding=\"async\" src=\"https:\/\/d2beiqkhq929f0.cloudfront.net\/public_assets\/assets\/000\/176\/281\/original\/Frame_1430102419.svg?1769058073\" class=\"iitr_banner_image_logo\" \/>\n          <div class=\"iitr_banner_title\">\n            AI Engineering Course Advanced Certification by \n            <span class=\"iitr_banner_title_highlight\">\n              IIT-Roorkee CEC\n            <\/span>\n          <\/div>\n          <div class=\"iitr_banner_subtitle\">\n            A hands on AI engineering program covering Machine Learning, Generative AI, and LLMs - designed for working professionals & delivered by IIT Roorkee in collaboration with Scaler.\n          <\/div>\n          <a class=\"iitr_banner_btn\" href=\"#\" id=\"iitr_banner_btn\">Enrol Now<\/a>\n        <\/div>\n        <!-- Desktop Image -->\n        <img decoding=\"async\" class=\"iitr_banner_image hide-in-mobile\" src=\"https:\/\/d2beiqkhq929f0.cloudfront.net\/public_assets\/assets\/000\/176\/282\/original\/iitr_2.svg?1769058132\" \/>\n        <!-- Mobile Image -->\n        <img decoding=\"async\" class=\"iitr_banner_image show-in-mobile\" src=\"https:\/\/d2beiqkhq929f0.cloudfront.net\/public_assets\/assets\/000\/176\/283\/original\/iitr_2_%281%29.svg?1769059469\" \/>\n      <\/div>\n      <script>\n        document.addEventListener(\"DOMContentLoaded\", () => {\n          const pathParts = location.pathname.split(\"\/\").filter(Boolean);\n          const currentSlug = pathParts.length > 0 ? pathParts[pathParts.length - 1] : \"homepage\";\n          const url = `https:\/\/www.scaler.com\/iit-roorkee-advanced-ai-engineering-course?utm_source=blog&utm_medium=iit_roorkee&utm_content=${currentSlug}`;\n          const btns = document.querySelectorAll(\".iitr_banner_btn\");\n          btns.forEach(btn => {\n            btn.href = url;\n          });\n        });\n      <\/script>\n  <\/body>\n<\/html>\n\n\n<h3 class=\"wp-block-heading\" id=\"goalbasedagents\">Goal-Based Agents<\/h3>\n\n\n<p class=\"wp-block-paragraph\">In addition to a model of the world, goal-based agents possess explicit goal information. Their decisions are based on choosing actions that will help them achieve a desired state. This often involves search and planning algorithms to find a sequence of actions that leads to the goal.<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Logic:<\/strong> Considers the future outcomes of different action sequences to find one that achieves a specific goal.<\/li>\n\n\n<li><strong>Example:<\/strong> A logistics robot in a warehouse planning the most efficient path to retrieve a specific item from a shelf.<\/li>\n<\/ul>\n\n\n<h3 class=\"wp-block-heading\" id=\"utilitybasedagents\">Utility-Based Agents<\/h3>\n\n\n<p class=\"wp-block-paragraph\">While goal-based agents have a binary success\/failure state, utility-based agents aim to maximize a \"utility\" function. This function provides a quantitative measure of happiness or preference for a given state. This allows the agent to make rational decisions in situations with conflicting goals or uncertainty.<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Logic:<\/strong> Chooses the action that leads to the state with the highest expected utility.<\/li>\n\n\n<li><strong>Example:<\/strong> An algorithmic trading bot that must balance the competing goals of maximizing profit and minimizing risk.<\/li>\n<\/ul>\n\n\n<h3 class=\"wp-block-heading\" id=\"learningagents\">Learning Agents<\/h3>\n\n\n<p class=\"wp-block-paragraph\">Learning agents are the most advanced type. They possess a \"learning element\" that allows them to improve their performance over time through experience. They can start with incomplete knowledge and adapt to new environments or changes in existing ones. The learning element modifies the \"performance element\" (the part that selects external actions) based on feedback from a \"critic.\"<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Logic:<\/strong> Uses feedback on its past actions to learn and improve its decision-making model for future actions.<\/li>\n\n\n<li><strong>Example:<\/strong> A personalized content recommendation engine that learns a user's preferences based on their viewing history and ratings.<\/li>\n<\/ul>\n\n\n<p class=\"wp-block-paragraph\"><\/p>\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Agent Type<\/th><th>Decision Logic<\/th><th>Internal State<\/th><th>Environment Handling<\/th><th>Typical Application<\/th><\/tr><\/thead><tbody><tr><td><strong>Simple Reflex<\/strong><\/td><td>Based only on the current percept (condition-action rules).<\/td><td>None (stateless).<\/td><td>Fully observable, static environments.<\/td><td>Simple thermostats, automated vacuum cleaners.<\/td><\/tr><tr><td><strong>Model-Based Reflex<\/strong><\/td><td>Uses an internal model of the world plus the current percept.<\/td><td>Maintains a model of how the world works.<\/td><td>Partially observable environments.<\/td><td>Lane-keeping assist in vehicles, basic game AI.<\/td><\/tr><tr><td><strong>Goal-Based<\/strong><\/td><td>Considers future action sequences to achieve a defined goal.<\/td><td>Tracks goal state and current state.<\/td><td>Environments requiring planning and search.<\/td><td>Navigation systems, logistics and planning software.<\/td><\/tr><tr><td><strong>Utility-Based<\/strong><\/td><td>Chooses actions to maximize a utility function.<\/td><td>Maintains a utility model for states.<\/td><td>Complex scenarios with conflicting goals or uncertainty.<\/td><td>Algorithmic trading, negotiation systems.<\/td><\/tr><tr><td><strong>Learning<\/strong><\/td><td>Adapts and improves its performance element through experience.<\/td><td>Contains a learning element that modifies internal models.<\/td><td>Unknown or dynamic environments.<\/td><td>Recommendation engines, advanced game AI (e.g., AlphaGo).<\/td><\/tr><\/tbody><\/table><\/figure>\n\n<meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n\n    <!-- Source Sans Pro (topics font) -->\n    <link href=\"https:\/\/fonts.googleapis.com\/css2?family=Source+Sans+3:wght@400;600;700&#038;display=swap\" rel=\"stylesheet\">\n    <link rel=\"stylesheet\" href=\"https:\/\/cdn.jsdelivr.net\/npm\/swiper@11\/swiper-bundle.min.css\">\n    <script src=\"https:\/\/cdn.jsdelivr.net\/npm\/swiper@11\/swiper-bundle.min.js\"><\/script>\n\n    <style>\n      :root {\n        \/* topics design tokens (variables.scss) *\/\n        --scaler-primary: #005bb3;          \/* primary-color-80 *\/\n        --scaler-primary-30: #8acaff;       \/* primary-color-30 *\/\n        --scaler-brand-blue: #255aad;\n        --scaler-live: #ee001d;             \/* accent-v5-60 *\/\n        --scaler-live-bg: #ffe6e9;          \/* accent-v5-10 *\/\n        --scaler-card-bg: #ffffff;          \/* neutral-scale-0 *\/\n        --scaler-surface: #f4f6f9;          \/* neutral-scale-2 *\/\n        --scaler-text-primary: #1a2c47;     \/* neutral-scale-12 *\/\n        --scaler-text-secondary: #61738e;   \/* neutral-scale-9 *\/\n        --scaler-border: #d6dee5;           \/* neutral-scale-4 *\/\n        --scaler-radius: 16px;\n        --scaler-radius-sm: 8px;\n        --scaler-shadow: 0 8px 16px 0 rgba(50, 71, 102, 0.16);\n      }\n\n      .scaler-events-carousel * { box-sizing: border-box; }\n\n      .scaler-events-carousel {\n        font-family: \"Source Sans 3\", \"Source Sans Pro\", \"Roboto\", Arial, sans-serif;\n        padding: 24px;\n        position: relative;\n        width: 100%;\n      }\n      .scaler-events-carousel__inner {\n        max-width: 1000px;\n        margin: 0 auto;\n        position: relative;\n        width: 100%;\n      }\n\n      \/* Header \u2014 calendar icon + \"Live Masterclasses\" *\/\n      .scaler-events-header {\n        display: flex;\n        align-items: center;\n        gap: 8px;\n        margin-bottom: 8px;\n        padding: 8px 0;\n      }\n      .scaler-events-header__icon { display: inline-flex; color: var(--scaler-text-primary); }\n      .scaler-events-header__icon svg { width: 24px; height: 24px; }\n      .scaler-events-header__title {\n        font-size: 18px;\n        font-weight: 700;\n        color: var(--scaler-text-primary);\n        line-height: 1.3;\n        margin: 0;\n      }\n\n      \/* Swiper wrap (holds side arrows) *\/\n      .scaler-events-swiper-wrap { position: relative; }\n      .scaler-events-carousel .swiper { width: 100%; padding: 4px; }\n      .scaler-event-swiper .swiper-slide {\n        width: 296px;          \/* topics card_container width *\/\n        height: auto;\n        display: flex;\n      }\n\n      \/* Event Card \u2014 matches topics EventCard *\/\n      .scaler-event-card {\n        background: var(--scaler-card-bg);\n        border: 1px solid var(--scaler-border);\n        border-radius: var(--scaler-radius);\n        padding: 16px;\n        display: flex;\n        flex-direction: column;\n        height: 100%;\n        width: 100%;\n        cursor: pointer;\n      }\n\n      \/* Header row: headshot + title\/name *\/\n      .scaler-event-card__header { display: flex; align-items: flex-start; }\n      .scaler-event-card__image-wrapper {\n        position: relative;\n        width: 88px;\n        height: 88px;\n        min-width: 88px;\n        border-radius: var(--scaler-radius-sm);\n        overflow: hidden;\n        background: var(--scaler-primary-30);\n      }\n      .scaler-event-card__image {\n        position: absolute;\n        top: 0; left: 0;\n        width: 100%; height: 100%;\n        object-fit: cover;\n      }\n      \/* attendee-count footer (default) *\/\n      .scaler-event-card__img-footer {\n        position: absolute;\n        left: 0; right: 0; bottom: 0;\n        display: flex;\n        align-items: center;\n        justify-content: center;\n        gap: 4px;\n        padding: 1px 8px;\n        background: var(--scaler-surface);\n        color: var(--scaler-text-primary);\n        font-size: 13px;\n        line-height: 22px;\n      }\n      .scaler-event-card__img-footer svg { width: 14px; height: 14px; }\n      \/* live chip (shown when status === current) *\/\n      .scaler-event-card__live-badge {\n        position: absolute;\n        left: 0; right: 0; bottom: 0;\n        display: flex;\n        align-items: center;\n        justify-content: center;\n        gap: 5px;\n        padding: 1px 8px;\n        background: var(--scaler-live-bg);\n        color: var(--scaler-live);\n        font-size: 12px;\n        line-height: 22px;\n        text-transform: uppercase;\n        letter-spacing: 0.18em;\n      }\n      .scaler-event-card__live-badge::before {\n        content: \"\";\n        width: 6px; height: 6px;\n        background: var(--scaler-live);\n        border-radius: 50%;\n      }\n      .scaler-event-card__text { margin-left: 16px; min-width: 0; }\n      .scaler-event-card__title {\n        font-size: 20px;\n        font-weight: 600;\n        color: var(--scaler-text-primary);\n        margin: 0;\n        line-height: 1.4;\n        display: -webkit-box;\n        -webkit-line-clamp: 2;\n        -webkit-box-orient: vertical;\n        overflow: hidden;\n      }\n      .scaler-event-card__speaker {\n        margin-top: 8px;\n        font-size: 14px;\n        line-height: 1.4;\n        color: var(--scaler-text-primary);\n      }\n\n      \/* Takeaways *\/\n      .scaler-event-card__takeaways {\n        margin-top: 12px;\n        min-height: 50px;\n        max-height: 50px;\n        overflow: hidden;\n      }\n      .scaler-event-card__takeaway-item {\n        display: flex;\n        align-items: flex-start;\n        gap: 6px;\n      }\n      .scaler-event-card__dot {\n        width: 4px; height: 4px;\n        min-width: 4px;\n        border-radius: 50%;\n        background: var(--scaler-text-secondary);\n        margin-top: 11px;\n      }\n      .scaler-event-card__takeaway-text {\n        flex: 1;\n        min-width: 0;\n        font-size: 14px;\n        line-height: 24px;\n        color: var(--scaler-text-primary);\n        white-space: nowrap;\n        overflow: hidden;\n        text-overflow: ellipsis;\n      }\n      .scaler-event-card__knowmore,\n      .scaler-event-card__knowmore:link,\n      .scaler-event-card__knowmore:visited {\n        flex-shrink: 0;\n        font-size: 14px;\n        line-height: 24px;\n        color: var(--scaler-primary) !important;\n        text-decoration: none;\n        white-space: nowrap;\n      }\n      .scaler-event-card__knowmore:hover { text-decoration: underline; }\n\n      \/* Date + duration *\/\n      .scaler-event-card__meta {\n        display: flex;\n        align-items: center;\n        justify-content: space-between;\n        margin-top: 20px;\n        font-size: 13px;\n        line-height: 24px;\n        color: var(--scaler-text-primary);\n      }\n      .scaler-event-card__duration {\n        display: flex;\n        align-items: center;\n        gap: 4px;\n      }\n      .scaler-event-card__duration svg { width: 15px; height: 15px; }\n\n      .scaler-event-card__spacer { flex-grow: 1; min-height: 4px; }\n\n      \/* CTA \u2014 outlined \"Register with 1-Click\" *\/\n      .scaler-event-card__cta,\n      .scaler-event-card__cta:link,\n      .scaler-event-card__cta:visited {\n        display: flex;\n        align-items: center;\n        justify-content: center;\n        width: 100%;\n        margin-top: 16px;\n        padding: 8px;\n        background: transparent;\n        color: var(--scaler-primary) !important;\n        font-family: inherit;\n        font-size: 14px;\n        font-weight: 600;\n        line-height: 24px;\n        text-decoration: none;\n        border: 1px solid var(--scaler-primary);\n        border-radius: var(--scaler-radius-sm);\n        cursor: pointer;\n        transition: background 0.2s ease, color 0.2s ease;\n      }\n      .scaler-event-card__cta:hover,\n      .scaler-event-card__cta:focus {\n        background: var(--scaler-primary);\n        color: #fff !important;\n      }\n\n      \/* Side navigation arrows *\/\n      .scaler-events-nav__btn {\n        position: absolute !important;\n        top: 50% !important;\n        transform: translateY(-50%) !important;\n        z-index: 2;\n        width: 46px !important;\n        height: 46px !important;\n        min-width: 46px;\n        display: flex !important;\n        align-items: center;\n        justify-content: center;\n        padding: 0 !important;\n        background: var(--scaler-card-bg) !important;\n        border: none !important;\n        border-radius: var(--scaler-radius-sm) !important;\n        box-shadow: var(--scaler-shadow) !important;\n        color: var(--scaler-text-secondary) !important;\n        cursor: pointer;\n        transition: opacity 0.2s ease, visibility 0.2s ease;\n      }\n      .scaler-nav-prev { left: 8px !important; }\n      .scaler-nav-next { right: 8px !important; }\n      .scaler-events-nav__btn svg {\n        width: 20px !important;\n        height: 20px !important;\n        fill: var(--scaler-text-secondary) !important;\n      }\n      .scaler-events-nav__btn.swiper-button-disabled {\n        opacity: 0;\n        visibility: hidden;\n        pointer-events: none;\n      }\n\n      \/* View All Events *\/\n      .scaler-events-viewall,\n      .scaler-events-viewall:link,\n      .scaler-events-viewall:visited {\n        display: flex;\n        align-items: center;\n        justify-content: center;\n        gap: 6px;\n        margin-top: 12px;\n        font-size: 14px;\n        font-weight: 600;\n        color: var(--scaler-brand-blue) !important;\n        text-decoration: none;\n      }\n      .scaler-events-viewall:hover { text-decoration: underline; }\n      .scaler-events-viewall svg { width: 16px; height: 16px; fill: var(--scaler-brand-blue); }\n\n      \/* hide swiper defaults *\/\n      .scaler-events-pagination { display: none; }\n      .scaler-events-carousel .swiper-button-prev,\n      .scaler-events-carousel .swiper-button-next { display: none; }\n\n      \/* Skeleton & Empty States *\/\n      .scaler-event-card--skeleton { pointer-events: none; }\n      .scaler-event-card--skeleton .scaler-event-card__image-wrapper,\n      .scaler-event-card--skeleton .scaler-event-card__title,\n      .scaler-event-card--skeleton .scaler-event-card__speaker,\n      .scaler-event-card--skeleton .scaler-event-card__takeaways,\n      .scaler-event-card--skeleton .scaler-event-card__meta,\n      .scaler-event-card--skeleton .scaler-event-card__cta {\n        background: linear-gradient(90deg, var(--scaler-border) 25%, var(--scaler-surface) 50%, var(--scaler-border) 75%);\n        background-size: 200% 100%;\n        animation: shimmer 1.5s infinite;\n        color: transparent !important;\n        border-color: transparent !important;\n        border-radius: 4px;\n      }\n      .scaler-event-card--skeleton .scaler-event-card__title { min-height: 44px; }\n      .scaler-event-card--skeleton .scaler-event-card__speaker { min-height: 16px; }\n      .scaler-event-card--skeleton .scaler-event-card__meta { min-height: 24px; }\n      .scaler-event-card--skeleton .scaler-event-card__cta { min-height: 40px; }\n      .scaler-event-card--skeleton .scaler-event-card__image,\n      .scaler-event-card--skeleton .scaler-event-card__img-footer,\n      .scaler-event-card--skeleton .scaler-event-card__live-badge { display: none; }\n\n      @keyframes shimmer {\n        0% { background-position: 200% 0; }\n        100% { background-position: -200% 0; }\n      }\n\n      .scaler-events-empty {\n        text-align: center;\n        padding: 40px 20px;\n        color: var(--scaler-text-secondary);\n        font-size: 15px;\n      }\n\n      @media (max-width: 768px) {\n        .scaler-events-carousel { padding: 16px; }\n        .scaler-event-swiper .swiper-slide { width: calc(100vw - 52px); }\n        .scaler-events-nav__btn { display: none; }\n      }\n    <\/style>\n\n\n\n    <div class=\"scaler-events-carousel js-scaler-carousel\">\n\n      <template class=\"js-event-card-template\">\n        <div class=\"swiper-slide\">\n          <article class=\"scaler-event-card\">\n            <div class=\"scaler-event-card__header\">\n              <div class=\"scaler-event-card__image-wrapper\">\n                <img decoding=\"async\" src=\"\" alt=\"\" class=\"scaler-event-card__image\" loading=\"lazy\">\n                <div class=\"scaler-event-card__img-footer\">\n                  <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M11.199 7.957c-3.086 0-5.588 2.502-5.588 5.588s2.502 5.588 5.588 5.588c3.086 0 5.588-2.502 5.588-5.588s-2.502-5.588-5.588-5.588zM3.611 13.545c0-4.191 3.397-7.588 7.588-7.588s7.588 3.397 7.588 7.588c0 4.191-3.397 7.588-7.588 7.588s-7.588-3.397-7.588-7.588z\"\/><path d=\"M21.090 6.369h0.003c1.989 0 3.897 0.79 5.303 2.197s2.197 3.314 2.197 5.303-0.79 3.897-2.197 5.303c-1.406 1.407-3.314 2.197-5.303 2.197-0.552 0-1-0.448-1-1s0.448-1 1-1c1.459 0 2.858-0.579 3.889-1.611s1.611-2.43 1.611-3.889c0-1.459-0.58-2.858-1.611-3.889s-2.429-1.611-3.888-1.611c-0.507 0.002-1.013 0.070-1.502 0.203-0.533 0.145-1.082-0.17-1.227-0.703s0.17-1.082 0.703-1.227c0.659-0.179 1.339-0.27 2.021-0.272z\"\/><path d=\"M10.906 21.364c-1.605 0-3.186 0.386-4.61 1.126s-2.649 1.811-3.572 3.124c-0.318 0.452-0.941 0.561-1.393 0.243s-0.561-0.941-0.243-1.393c1.107-1.576 2.577-2.862 4.286-3.749s3.606-1.351 5.532-1.351 3.823 0.463 5.532 1.351c1.709 0.888 3.179 2.174 4.286 3.749 0.318 0.452 0.209 1.076-0.243 1.393s-1.076 0.209-1.393-0.243c-0.923-1.313-2.148-2.385-3.572-3.124s-3.005-1.126-4.61-1.126z\"\/><\/svg>\n                  <span class=\"js-event-count\"><\/span>\n                <\/div>\n                <div class=\"scaler-event-card__live-badge\" style=\"display: none;\">Live<\/div>\n              <\/div>\n              <div class=\"scaler-event-card__text\">\n                <h3 class=\"scaler-event-card__title\"><\/h3>\n                <div class=\"scaler-event-card__speaker js-event-speaker\"><\/div>\n              <\/div>\n            <\/div>\n\n            <div class=\"scaler-event-card__takeaways js-event-takeaways\"><\/div>\n\n            <div class=\"scaler-event-card__spacer\"><\/div>\n\n            <div class=\"scaler-event-card__meta\">\n              <span class=\"js-event-date\"><\/span>\n              <span class=\"scaler-event-card__duration\">\n                <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M16 6.333c6.443 0 11.667 5.223 11.667 11.667s-5.223 11.667-11.667 11.667c-6.443 0-11.667-5.223-11.667-11.667v0c0.008-6.44 5.226-11.659 11.666-11.667h0.001zM16 28.333c5.707 0 10.333-4.626 10.333-10.333s-4.626-10.333-10.333-10.333c-5.707 0-10.333 4.626-10.333 10.333v0c0.007 5.704 4.629 10.326 10.333 10.333h0.001z\"\/><path d=\"M16 18.667c-0 0-0.001 0-0.001 0-0.184 0-0.35-0.074-0.471-0.195v0c-0.121-0.121-0.195-0.287-0.195-0.471s0.075-0.351 0.195-0.471l4.951-4.952c0.121-0.121 0.287-0.195 0.471-0.195s0.351 0.075 0.471 0.195v0c0.121 0.121 0.195 0.287 0.195 0.471s-0.075 0.351-0.195 0.471l-4.949 4.951c-0.121 0.121-0.288 0.196-0.472 0.196v0z\"\/><path d=\"M19 3.667h-6c-0.368 0-0.667-0.298-0.667-0.667v0c0-0.368 0.298-0.667 0.667-0.667v0h6c0.368 0 0.667 0.298 0.667 0.667v0c0 0.368-0.298 0.667-0.667 0.667v0z\"\/><\/svg>\n                <span class=\"js-event-duration\"><\/span>\n              <\/span>\n            <\/div>\n\n            <a href=\"#\" class=\"scaler-event-card__cta js-event-cta\">Register with 1-Click<\/a>\n          <\/article>\n        <\/div>\n      <\/template>\n\n      <div class=\"scaler-events-carousel__inner\">\n        <header class=\"scaler-events-header\">\n          <span class=\"scaler-events-header__icon\">\n            <svg fill=\"currentColor\" viewBox=\"0 0 33 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M6.406 6.8c-0.11 0-0.2 0.090-0.2 0.2v20c0 0.11 0.090 0.2 0.2 0.2h20c0.11 0 0.2-0.090 0.2-0.2v-20c0-0.11-0.090-0.2-0.2-0.2h-20zM4.606 7c0-0.994 0.806-1.8 1.8-1.8h20c0.994 0 1.8 0.806 1.8 1.8v20c0 0.994-0.806 1.8-1.8 1.8h-20c-0.994 0-1.8-0.806-1.8-1.8v-20z\"\/><path d=\"M22.406 3.2c0.442 0 0.8 0.358 0.8 0.8v4c0 0.442-0.358 0.8-0.8 0.8s-0.8-0.358-0.8-0.8v-4c0-0.442 0.358-0.8 0.8-0.8z\"\/><path d=\"M10.406 3.2c0.442 0 0.8 0.358 0.8 0.8v4c0 0.442-0.358 0.8-0.8 0.8s-0.8-0.358-0.8-0.8v-4c0-0.442 0.358-0.8 0.8-0.8z\"\/><path d=\"M4.606 12c0-0.442 0.358-0.8 0.8-0.8h22c0.442 0 0.8 0.358 0.8 0.8s-0.358 0.8-0.8 0.8h-22c-0.442 0-0.8-0.358-0.8-0.8z\"\/><path d=\"M21.488 16.451c0.303 0.322 0.288 0.828-0.034 1.131l-5.838 5.5c-0.309 0.291-0.791 0.29-1.099-0.002l-3.162-3c-0.321-0.304-0.334-0.81-0.030-1.131s0.81-0.334 1.131-0.030l2.614 2.48 5.287-4.981c0.322-0.303 0.828-0.288 1.131 0.034z\"\/><\/svg>\n          <\/span>\n          <h2 class=\"scaler-events-header__title\"><span class=\"ez-toc-section\" id=\"live-masterclasses\"><\/span>Live Masterclasses<span class=\"ez-toc-section-end\"><\/span><\/h2>\n        <\/header>\n\n        <div class=\"scaler-events-swiper-wrap\">\n          <div class=\"swiper scaler-event-swiper\">\n            <div class=\"swiper-wrapper scaler-events-wrapper\"><\/div>\n            <div class=\"swiper-pagination scaler-events-pagination\"><\/div>\n          <\/div>\n\n          <button class=\"scaler-events-nav__btn scaler-nav-prev\" aria-label=\"Previous slide\">\n            <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"transform: rotate(-90deg);\"><path d=\"M5.313 16l10.688-10.688 10.688 10.688-1.938 1.875-7.438-7.438v16.25h-2.625v-16.25l-7.5 7.438z\"\/><\/svg>\n          <\/button>\n          <button class=\"scaler-events-nav__btn scaler-nav-next\" aria-label=\"Next slide\">\n            <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"transform: rotate(90deg);\"><path d=\"M5.313 16l10.688-10.688 10.688 10.688-1.938 1.875-7.438-7.438v16.25h-2.625v-16.25l-7.5 7.438z\"\/><\/svg>\n          <\/button>\n        <\/div>\n\n        <a class=\"scaler-events-viewall\" href=\"https:\/\/www.scaler.com\/events\/\">\n          <span>View All Events<\/span>\n          <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"transform: rotate(90deg);\"><path d=\"M5.313 16l10.688-10.688 10.688 10.688-1.938 1.875-7.438-7.438v16.25h-2.625v-16.25l-7.5 7.438z\"\/><\/svg>\n        <\/a>\n      <\/div>\n    <\/div>\n\n    <script>\n    document.addEventListener(\"DOMContentLoaded\", () => {\n\n      const monthNames = [\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"];\n\n      function formatTime(st) {\n        const t = new Date(st);\n        const date = t.getDate();\n        const month = monthNames[t.getMonth()];\n        const year = t.getFullYear();\n        const h = t.getHours();\n        const m = String(t.getMinutes()).padStart(2, \"0\");\n        let time;\n        if (h === 0) time = `12:${m} AM`;\n        else if (h === 12) time = `12:${m} PM`;\n        else if (h > 12) time = `${h - 12}:${m} PM`;\n        else time = `${h}:${m} AM`;\n        return `${date} ${month} ${year} | ${time}`;\n      }\n\n      const carouselInstances = document.querySelectorAll('.js-scaler-carousel');\n\n      carouselInstances.forEach(container => {\n\n          if(container.dataset.initialized === \"true\") return;\n          container.dataset.initialized = \"true\";\n\n          const swiperElement = container.querySelector(\".scaler-event-swiper\");\n          const swiperWrapper = container.querySelector(\".scaler-events-wrapper\");\n          const template = container.querySelector(\".js-event-card-template\");\n          const nextBtn = container.querySelector(\".scaler-nav-next\");\n          const prevBtn = container.querySelector(\".scaler-nav-prev\");\n          const paginationEl = container.querySelector(\".scaler-events-pagination\");\n\n          if (!swiperWrapper || !template) {\n             console.error(\"Scaler Carousel: Missing required elements inside container\");\n             return;\n          }\n\n          const swiper = new Swiper(swiperElement, {\n            slidesPerView: \"auto\",\n            spaceBetween: 16,\n            grabCursor: true,\n            observer: true,\n            observeParents: true,\n            pagination: {\n                el: paginationEl,\n                clickable: true,\n                dynamicBullets: true\n            },\n            navigation: {\n                nextEl: nextBtn,\n                prevEl: prevBtn\n            },\n          });\n\n          function showSkeletons(count = 4) {\n            swiperWrapper.innerHTML = \"\";\n            for (let i = 0; i < count; i++) {\n              const clone = template.content.cloneNode(true);\n              const card = clone.querySelector(\".scaler-event-card\");\n              card.classList.add(\"scaler-event-card--skeleton\");\n              swiperWrapper.appendChild(clone);\n            }\n            swiper.update();\n          }\n\n          function renderEvents(events) {\n            swiperWrapper.innerHTML = \"\";\n\n            if (events.length === 0) {\n              swiperWrapper.innerHTML = `<div class=\"scaler-events-empty\">No upcoming masterclasses found.<\/div>`;\n              return;\n            }\n\n            const pathParts = location.pathname.split(\"\/\").filter(Boolean);\n            const currentSlug = pathParts.length > 0 ? pathParts[pathParts.length - 1] : \"homepage\";\n\n            events.forEach(event => {\n              const attr = event.attributes;\n              const cd = attr.custom_data || {};\n              const clone = template.content.cloneNode(true);\n              const joinUrl = `\/event\/${attr.slug}\/?utm_source=blog&utm_medium=master_class&utm_content=${currentSlug}`;\n\n              \/\/ Instructor headshot\n              const instructor = (cd.instructors && cd.instructors[0]) || {};\n              const img = clone.querySelector(\".scaler-event-card__image\");\n              img.src = instructor.media_url || attr.image_url ||\n                \"https:\/\/images.unsplash.com\/photo-1531891437562-4301cf35b7e4?w=200&h=200&fit=crop\";\n              img.alt = instructor.name || attr.instructor_name || attr.title;\n\n              \/\/ Title + speaker\n              clone.querySelector(\".scaler-event-card__title\").textContent = attr.title;\n              clone.querySelector(\".js-event-speaker\").textContent = instructor.name || attr.instructor_name || \"\";\n\n              \/\/ Live chip vs attendee count\n              const isLive = attr.status === \"current\";\n              const footer = clone.querySelector(\".scaler-event-card__img-footer\");\n              const liveBadge = clone.querySelector(\".scaler-event-card__live-badge\");\n              if (isLive) {\n                footer.style.display = \"none\";\n                liveBadge.style.display = \"flex\";\n                liveBadge.textContent = \"Live\";\n              } else if (attr.registration_count) {\n                clone.querySelector(\".js-event-count\").textContent = attr.registration_count;\n              } else {\n                footer.style.display = \"none\";\n              }\n\n              \/\/ Takeaways (up to 2, Know More on the last)\n              const 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res = await fetch(\n                \"https:\/\/www.scaler.com\/api\/v4\/events?event_type[]=company&distributor=scaler&type=upcoming&serializer_mode=L2&limit=8&program[]=software_development&program[]=data_science&program[]=devops&program[]=ai_ml\"\n              );\n              const json = await res.json();\n              const events = json.data || [];\n              renderEvents(events);\n            } catch (error) {\n              console.error(\"Failed to load events:\", error);\n              if(swiperWrapper) swiperWrapper.innerHTML = `<div class=\"scaler-events-empty\">Failed to load events.<\/div>`;\n            }\n          }\n\n          fetchEvents();\n      });\n    });\n    <\/script>\n\n\n<h2 class=\"wp-block-heading\" id=\"10realworldaiagentexamplesinaction\"><span class=\"ez-toc-section\" id=\"10-real-world-ai-agent-examples-in-action\"><\/span>10 Real-World AI Agent Examples in Action<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p class=\"wp-block-paragraph\">With a solid theoretical framework in place, we can now examine concrete, real-world AI agent use cases that demonstrate their transformative potential and growing <a href=\"https:\/\/www.scaler.com\/blog\/artificial-intelligence-salary-per-month\/\">artificial intelligence salary<\/a> trends across various domains.<\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"1autonomouscodegenerationanddebuggingagentsegdevingithubcopilotworkspace\">1. Autonomous Code Generation and Debugging Agents (e.g., Devin, GitHub Copilot Workspace)<\/h3>\n\n\n<p class=\"wp-block-paragraph\">These tools, often discussed in <a href=\"https:\/\/www.scaler.com\/blog\/github-copilot-vs-gemini-code-assist\/\">GitHub Copilot vs Gemini Code Assist<\/a> comparisons, represent a significant leap in software development. They function as autonomous software engineers, capable of understanding high-level user requirements, breaking them down into actionable steps, and executing a plan to build or debug entire applications.<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><strong>PEAS Analysis:<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>Performance:<\/strong> Successfully completing the software task, passing tests, minimizing bugs.<\/li>\n\n\n<li><strong>Environment:<\/strong> The codebase, file system, terminal, web browser, and external APIs.<\/li>\n\n\n<li><strong>Actuators:<\/strong> Writing\/editing code, executing shell commands, browsing documentation.<\/li>\n\n\n<li><strong>Sensors:<\/strong> Reading file contents, observing terminal output, analyzing error messages, and parsing API responses.<\/li>\n<\/ul>\n<\/li>\n\n\n<li><strong>Agent Type:<\/strong> Primarily <strong>Goal-Based<\/strong> and <strong>Learning Agents<\/strong>. They plan a sequence of actions to achieve the goal (e.g., \"build a website that does X\") and learn from errors and successful executions to refine their strategies.<\/li>\n<\/ul>\n\n\n<h3 class=\"wp-block-heading\" id=\"2smartthermostatseggooglenest\">2. Smart Thermostats (e.g., Google Nest)<\/h3>\n\n\n<p class=\"wp-block-paragraph\">A smart thermostat goes far beyond the simple reflex logic of its predecessors. It learns the habits and preferences of a household to create an optimized heating and cooling schedule.<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><strong>PEAS Analysis:<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>Performance:<\/strong> Minimizing energy consumption while maximizing occupant comfort.<\/li>\n\n\n<li><strong>Environment:<\/strong> The home's internal temperature, humidity, occupancy (detected via sensors), and time of day.<\/li>\n\n\n<li><strong>Actuators:<\/strong> The controls for the heating, ventilation, and air conditioning (HVAC) system.<\/li>\n\n\n<li><strong>Sensors:<\/strong> Thermometer, humidity sensor, motion detectors, and user input via the app.<\/li>\n<\/ul>\n<\/li>\n\n\n<li><strong>Agent Type:<\/strong> A hybrid <strong>Utility-Based<\/strong> and <strong>Learning Agent<\/strong>. It learns user preferences and builds a model to predict optimal settings, balancing the utility of comfort against the disutility of energy cost.<\/li>\n<\/ul>\n\n\n<h3 class=\"wp-block-heading\" id=\"3algorithmictradingbots\">3. Algorithmic Trading Bots<\/h3>\n\n\n<p class=\"wp-block-paragraph\">In the high-frequency trading world, autonomous agents execute trades in fractions of a second. These bots analyze vast amounts of market data to identify profitable opportunities based on a predefined strategy.<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><strong>PEAS Analysis:<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>Performance:<\/strong> Maximizing financial return (profit) while adhering to risk parameters.<\/li>\n\n\n<li><strong>Environment:<\/strong> Real-time market data feeds (stock prices, news headlines, trading volumes).<\/li>\n\n\n<li><strong>Actuators:<\/strong> API calls to execute buy and sell orders on a financial exchange.<\/li>\n\n\n<li><strong>Sensors:<\/strong> APIs that stream market data.<\/li>\n<\/ul>\n<\/li>\n\n\n<li><strong>Agent Type:<\/strong> Primarily <strong>Utility-Based Agents<\/strong>. Their core function is to make decisions that maximize a utility function, which is typically a complex formula representing profit minus risk.<\/li>\n<\/ul>\n\n\n<h3 class=\"wp-block-heading\" id=\"4supplychainandlogisticsoptimizationagentseginamazonwarehouses\">4. Supply Chain and Logistics Optimization Agents (e.g., in Amazon Warehouses)<\/h3>\n\n\n<p class=\"wp-block-paragraph\">Modern fulfillment centers are orchestrated by thousands of autonomous mobile robots. These agents are responsible for efficiently moving goods from storage to packing stations.<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><strong>PEAS Analysis:<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>Performance:<\/strong> Minimizing order fulfillment time, maximizing throughput, avoiding collisions.<\/li>\n\n\n<li><strong>Environment:<\/strong> The physical layout of the warehouse, the location of all other robots, inventory locations, and incoming orders.<\/li>\n\n\n<li><strong>Actuators:<\/strong> The robot's drive system (wheels and motors) and lifting mechanism.<\/li>\n\n\n<li><strong>Sensors:<\/strong> Onboard cameras, QR code scanners on the floor for localization, and proximity sensors.<\/li>\n<\/ul>\n<\/li>\n\n\n<li><strong>Agent Type:<\/strong> <strong>Goal-Based Agents<\/strong> that use pathfinding algorithms like A* to plan optimal routes. In aggregate, they form a multi-agent system.<\/li>\n<\/ul>\n\n\n<h3 class=\"wp-block-heading\" id=\"5advancedmedicaldiagnosissystems\">5. Advanced Medical Diagnosis Systems<\/h3>\n\n\n<p class=\"wp-block-paragraph\">AI agents are increasingly used to analyze medical imagery like MRIs, CT scans, and X-rays. They can identify subtle patterns indicative of diseases like cancer or diabetic retinopathy, often with a level of accuracy comparable to or exceeding human experts.<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><strong>PEAS Analysis:<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>Performance:<\/strong> Accuracy of diagnosis, sensitivity (true positive rate), and specificity (true negative rate).<\/li>\n\n\n<li><strong>Environment:<\/strong> A database of medical images (e.g., DICOM files).<\/li>\n\n\n<li><strong>Actuators:<\/strong> Outputting a classification (e.g., \"malignant\" or \"benign\") and highlighting the region of interest on the image.<\/li>\n\n\n<li><strong>Sensors:<\/strong> The algorithm that processes the pixel data of the input image.<\/li>\n<\/ul>\n<\/li>\n\n\n<li><strong>Agent Type:<\/strong> <strong>Model-Based<\/strong> and <strong>Learning Agents<\/strong>. They use a learned model (typically a convolutional neural network) of what constitutes a healthy or diseased tissue to classify new, unseen images.<\/li>\n<\/ul>\n\n\n<h3 class=\"wp-block-heading\" id=\"6autonomousvehiclesegteslaautopilotwaymo\">6. Autonomous Vehicles (e.g., Tesla Autopilot, Waymo)<\/h3>\n\n\n<p class=\"wp-block-paragraph\">The self-driving car is a quintessential example of a complex AI agent operating in a highly dynamic and unpredictable environment. It integrates numerous sub-agents responsible for perception, prediction, and planning.<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><strong>PEAS Analysis:<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>Performance:<\/strong> Safe navigation, adherence to traffic laws, passenger comfort, efficiency.<\/li>\n\n\n<li><strong>Environment:<\/strong> The road, other vehicles, pedestrians, traffic signals, weather conditions.<\/li>\n\n\n<li><strong>Actuators:<\/strong> Steering wheel, accelerator, and brake controls.<\/li>\n\n\n<li><strong>Sensors:<\/strong> A suite of cameras, LiDAR, radar, GPS, and inertial measurement units (IMUs).<\/li>\n<\/ul>\n<\/li>\n\n\n<li><strong>Agent Type:<\/strong> A complex hierarchical system incorporating all agent types: <strong>Simple Reflex<\/strong> for emergency braking, <strong>Model-Based<\/strong> for tracking other vehicles, <strong>Goal-Based<\/strong> for route planning, and <strong>Learning<\/strong> for improving driving behavior over time.<\/li>\n<\/ul>\n\n\n<h3 class=\"wp-block-heading\" id=\"7proactivecustomerservicechatbots\">7. Proactive Customer Service Chatbots<\/h3>\n\n\n<p class=\"wp-block-paragraph\">Modern customer service agents go beyond simple Q&amp;A. They can access user accounts, understand context, and perform actions on behalf of the user, such as rebooking a flight or processing a return.<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><strong>PEAS Analysis:<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>Performance:<\/strong> Resolution rate, customer satisfaction, task completion time.<\/li>\n\n\n<li><strong>Environment:<\/strong> The chat interface, user's query, and backend systems (CRM, order database).<\/li>\n\n\n<li><strong>Actuators:<\/strong> Generating text responses and making API calls to backend systems.<\/li>\n\n\n<li><strong>Sensors:<\/strong> Natural Language Processing (NLP) models that parse the user's text input.<\/li>\n<\/ul>\n<\/li>\n\n\n<li><strong>Agent Type:<\/strong> <strong>Goal-Based Agents<\/strong> that use dialogue management systems to plan a conversation flow that leads to resolving the user's issue.<\/li>\n<\/ul>\n\n\n<h3 class=\"wp-block-heading\" id=\"8cybersecuritythreatdetectionagents\">8. Cybersecurity Threat Detection Agents<\/h3>\n\n\n<p class=\"wp-block-paragraph\">These agents, often part of an Intrusion Detection System (IDS), continuously monitor network traffic and system logs for patterns of malicious activity. They can identify and respond to threats in real-time.<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><strong>PEAS Analysis:<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>Performance:<\/strong> High true positive rate (detecting real threats) and low false positive rate (not flagging legitimate activity).<\/li>\n\n\n<li><strong>Environment:<\/strong> Network packets, system logs, user activity data.<\/li>\n\n\n<li><strong>Actuators:<\/strong> Sending alerts to administrators, blocking an IP address, or quarantining a compromised device.<\/li>\n\n\n<li><strong>Sensors:<\/strong> Network sniffers and log analysis tools.<\/li>\n<\/ul>\n<\/li>\n\n\n<li><strong>Agent Type:<\/strong> <strong>Model-Based<\/strong> and <strong>Learning Agents<\/strong>. They use a model of \"normal\" network behavior and flag deviations. They learn over time to recognize new attack vectors.<\/li>\n<\/ul>\n\n\n<h3 class=\"wp-block-heading\" id=\"9personalizedcontentrecommendationenginesegnetflixspotify\">9. Personalized Content Recommendation Engines (e.g., Netflix, Spotify)<\/h3>\n\n\n<p class=\"wp-block-paragraph\">These agents are responsible for curating the user experience on major content platforms. They observe user behavior to build a profile and then act by suggesting content that the user is likely to enjoy.<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><strong>PEAS Analysis:<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>Performance:<\/strong> User engagement (click-through rate, watch time), subscription retention.<\/li>\n\n\n<li><strong>Environment:<\/strong> The user's interaction history (views, likes, skips) and the entire content catalog.<\/li>\n\n\n<li><strong>Actuators:<\/strong> The user interface elements that display recommended content.<\/li>\n\n\n<li><strong>Sensors:<\/strong> The system that logs all user interactions with the platform.<\/li>\n<\/ul>\n<\/li>\n\n\n<li><strong>Agent Type:<\/strong> <strong>Utility-Based<\/strong> and <strong>Learning Agents<\/strong>. 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Multi-Agent Systems in Scientific Research (e.g., Protein Folding Simulation)<\/h3>\n\n\n<p class=\"wp-block-paragraph\">In complex scientific domains, a problem can be too large for a single agent. Multi-Agent Systems (MAS) are used where numerous, often simpler, agents collaborate or compete to find a solution. In protein folding, agents can represent individual amino acids, and their interactions can simulate how a protein achieves its final three-dimensional structure.<\/p>\n\n\n<ul class=\"wp-block-list\">\n<li><strong>PEAS Analysis (for each agent):<\/strong>\n<ul class=\"wp-block-list\">\n<li><strong>Performance:<\/strong> Contribution to minimizing the overall energy state of the protein structure.<\/li>\n\n\n<li><strong>Environment:<\/strong> The position and state of all other agents (amino acids).<\/li>\n\n\n<li><strong>Actuators:<\/strong> Changing its own position and orientation.<\/li>\n\n\n<li><strong>Sensors:<\/strong> Perceiving the forces exerted on it by neighboring agents.<\/li>\n<\/ul>\n<\/li>\n\n\n<li><strong>Agent Type:<\/strong> A collection of <strong>Utility-Based<\/strong> or <strong>Goal-Based<\/strong> agents whose emergent behavior solves a complex global problem.<\/li>\n<\/ul>\n\n\n<h2 class=\"wp-block-heading\" id=\"thearchitectureofmodernaiagents\"><span class=\"ez-toc-section\" id=\"the-architecture-of-modern-ai-agents\"><\/span>The Architecture of Modern AI Agents<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p class=\"wp-block-paragraph\">The recent proliferation of powerful Large Language Models (LLMs) has catalyzed a new architectural paradigm for AI agents. While the classic agent taxonomies remain conceptually valid, the implementation has shifted towards LLM-centric designs.<\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"corecomponentsllmstoolsandmemory\">Core Components: LLMs, Tools, and Memory<\/h3>\n\n\n<p class=\"wp-block-paragraph\">Modern agents are typically built around three core components:<\/p>\n\n\n<ol class=\"wp-block-list\">\n<li><strong>LLM (The Brain):<\/strong> The LLM serves as the central reasoning engine. It takes in observations from the environment, a high-level goal, and a list of available tools, and then formulates a plan or decides the next action.<\/li>\n\n\n<li><strong>Tools (The Actuators):<\/strong> Tools are external functions or APIs that the agent can call to interact with the world. This could be anything from a <code>search_web<\/code> function, a <code>run_code<\/code> interpreter, or an API to a corporate database. This allows the agent to overcome the knowledge cutoff and inherent limitations of the LLM.<\/li>\n\n\n<li><strong>Memory:<\/strong> To avoid repeating mistakes and maintain context over long tasks, agents require memory. This can be short-term (like a \"scratchpad\" of recent thoughts and actions) or long-term (a vector database where it can store and retrieve past experiences).<\/li>\n<\/ol>\n\n\n<h3 class=\"wp-block-heading\" id=\"agenticframeworkslangchainandautogpt\">Agentic Frameworks: LangChain and Auto-GPT<\/h3>\n\n\n<p class=\"wp-block-paragraph\">Frameworks like LangChain, LlamaIndex, and projects like Auto-GPT provide the scaffolding to build these LLM-based agents. They often implement reasoning patterns like <strong>ReAct (Reason + Act)<\/strong>. In a ReAct loop, the LLM iterates through a cycle:<\/p>\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Observation:<\/strong> Receive the current state or user prompt.<\/li>\n\n\n<li><strong>Thought:<\/strong> Reason about the observation, the overall goal, and the available tools. Decide on a plan.<\/li>\n\n\n<li><strong>Action:<\/strong> Choose a tool and the necessary parameters to execute a step in the plan.<\/li>\n\n\n<li><strong>New Observation:<\/strong> Receive the output from the tool, which becomes the input for the next cycle.<\/li>\n<\/ol>\n\n\n<p class=\"wp-block-paragraph\">Here is a simplified pseudo-code representation of a ReAct loop:<\/p>\n\n\n<pre class=\"wp-block-code\"><code># Pseudo-code for a ReAct Agent Loop\n\ngoal = \"What is the current market capitalization of Scaler's parent company?\"\navailable_tools = [WebSearchTool, CalculatorTool]\nobservation = goal\nagent_scratchpad = \"\" # Short-term memory\n\nwhile not is_goal_achieved(agent_scratchpad):\n    # 1. Thought: LLM reasons about the next step\n    prompt = f\"\"\"\n    Goal: {goal}\n    Previous Steps: {agent_scratchpad}\n    Observation: {observation}\n\n    Think about the next action to take from these tools: {available_tools}\n    \"\"\"\n    thought_and_action = llm.predict(prompt) # e.g., \"I need to find Scaler's parent. I will use the WebSearchTool.\"\n                                          # Action: WebSearchTool(\"Scaler parent company\")\n\n    # 2. Action: Execute the chosen tool\n    action, action_input = parse_action(thought_and_action)\n    tool_output = execute_tool(action, action_input)\n\n    # 3. New Observation: Update state\n    observation = tool_output # e.g., \"Scaler's parent company is InterviewBit.\"\n    agent_scratchpad += thought_and_action + \"\\nObservation: \" + observation\n\n# Final answer is extracted from the scratchpad\nfinal_answer = extract_final_answer(agent_scratchpad)\n<\/code><\/pre>\n\n\n<h2 class=\"wp-block-heading\" id=\"challengesandfuturedirectionsinaiagentdevelopment\"><span class=\"ez-toc-section\" id=\"challenges-and-future-directions-in-ai-agent-development\"><\/span>Challenges and Future Directions in AI Agent Development<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<p class=\"wp-block-paragraph\">While the potential of AI agents is immense, the field faces significant technical and ethical challenges that must be addressed for widespread, reliable deployment.<\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"theproblemofhallucinationandreliability\">The Problem of Hallucination and Reliability<\/h3>\n\n\n<p class=\"wp-block-paragraph\">LLM-based agents can \"hallucinate\" or generate factually incorrect information, which can lead to flawed reasoning and incorrect actions. Ensuring the reliability and factuality of agent outputs is a primary area of research.<\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"scalabilityandcomputationalcost\">Scalability and Computational Cost<\/h3>\n\n\n<p class=\"wp-block-paragraph\">Running complex agents, especially those that make numerous calls to large LLMs, is computationally expensive. Developing more efficient reasoning models and optimizing the action-selection process is crucial for scalability.<\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"securityandcontrolofautonomoussystems\">Security and Control of Autonomous Systems<\/h3>\n\n\n<p class=\"wp-block-paragraph\">Granting an autonomous agent access to tools like a file system or shell terminal introduces significant security risks. Establishing robust sandboxing, permission controls, and \"off-switches\" is essential to prevent unintended or malicious behavior.<\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"theriseofmultiagentcollaborationandswarmintelligence\">The Rise of Multi-Agent Collaboration and Swarm Intelligence<\/h3>\n\n\n<p class=\"wp-block-paragraph\">The future likely involves not just single, powerful agents but ecosystems of specialized agents collaborating to solve complex problems. 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14px;\n        color: var(--sp-text-secondary);\n      }\n\n      @media (max-width: 768px) {\n        .scaler-placement__title { font-size: 18px; margin-bottom: 12px; }\n        .scaler-placement__card { gap: 16px; border-radius: 16px; }\n        .scaler-placement__top { gap: 12px; }\n        .scaler-placement__stat-block { width: 35%; min-width: 110px; padding: 12px 8px; gap: 4px; }\n        .scaler-placement__stat-number { font-size: 24px; }\n        .scaler-placement__stat-label { font-size: 10px; }\n        .scaler-placement__body-text { font-size: 14px; line-height: 20px; }\n        .scaler-placement__bottom { margin-left: 0; width: 100%; gap: 16px; }\n        .scaler-placement__stats-row { flex-wrap: wrap; gap: 10px 16px; }\n        .scaler-placement__stat-value { font-size: 14px; line-height: 20px; }\n        .scaler-placement__stat-desc { font-size: 12px; line-height: 16px; }\n      }\n<\/style>\n\n<meta charset=\"UTF-8\">\n    <meta name=\"viewport\" content=\"width=device-width, initial-scale=1.0\">\n\n    <!-- Source Sans Pro (topics font) -->\n    <link href=\"https:\/\/fonts.googleapis.com\/css2?family=Source+Sans+3:wght@400;600;700&#038;display=swap\" rel=\"stylesheet\">\n\n<div class=\"scaler-placement\">\n      <h2 class=\"scaler-placement__title\"><span class=\"ez-toc-section\" id=\"scaler-placement-report-and-statistics\"><\/span>Scaler Placement Report and Statistics<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n      <div class=\"scaler-placement__card\">\n        <div class=\"scaler-placement__top\">\n          <div class=\"scaler-placement__stat-block\">\n            <div class=\"scaler-placement__stat-number\">\u20b923L<\/div>\n            <div class=\"scaler-placement__stat-label\">AVG CTC<\/div>\n          <\/div>\n          <div class=\"scaler-placement__info\">\n            <div class=\"scaler-placement__proof-header\">\n              <svg viewBox=\"0 0 21 21\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M8.64 0 0 8.683V21h12.257l8.64-8.683V0H8.64zm-.11 17.257H3.725v-4.828H8.53v4.828zm7.901-1.88-4.174 4.194V8.684H1.447l4.076-4.14h10.914l-.006 10.83v.004z\" fill=\"#255aad\"><\/path><\/svg>\n              <span class=\"scaler-placement__proof-label\">SCALER PLACEMENT PROOF<\/span>\n            <\/div>\n            <p class=\"scaler-placement__body-text\">\n              Scaler learners achieved 2.5x salary growth with average post-Scaler CTC reaching \u20b923L.\n            <\/p>\n          <\/div>\n        <\/div>\n\n        <div class=\"scaler-placement__bottom\">\n          <div class=\"scaler-placement__stats-row\">\n            <div class=\"scaler-placement__stat-item\">\n              <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M11.199 7.957c-3.086 0-5.588 2.502-5.588 5.588s2.502 5.588 5.588 5.588c3.086 0 5.588-2.502 5.588-5.588s-2.502-5.588-5.588-5.588zM3.611 13.545c0-4.191 3.397-7.588 7.588-7.588s7.588 3.397 7.588 7.588c0 4.191-3.397 7.588-7.588 7.588s-7.588-3.397-7.588-7.588z\"><\/path><path d=\"M21.090 6.369h0.003c1.989 0 3.897 0.79 5.303 2.197s2.197 3.314 2.197 5.303-0.79 3.897-2.197 5.303c-1.406 1.407-3.314 2.197-5.303 2.197-0.552 0-1-0.448-1-1s0.448-1 1-1c1.459 0 2.858-0.579 3.889-1.611s1.611-2.43 1.611-3.889c0-1.459-0.58-2.858-1.611-3.889s-2.429-1.611-3.888-1.611c-0.507 0.002-1.013 0.070-1.502 0.203-0.533 0.145-1.082-0.17-1.227-0.703s0.17-1.082 0.703-1.227c0.659-0.179 1.339-0.27 2.021-0.272z\"><\/path><path d=\"M10.906 21.364c-1.605 0-3.186 0.386-4.61 1.126s-2.649 1.811-3.572 3.124c-0.318 0.452-0.941 0.561-1.393 0.243s-0.561-0.941-0.243-1.393c1.107-1.576 2.577-2.862 4.286-3.749s3.606-1.351 5.532-1.351 3.823 0.463 5.532 1.351c1.709 0.888 3.179 2.174 4.286 3.749 0.318 0.452 0.209 1.076-0.243 1.393s-1.076 0.209-1.393-0.243c-0.923-1.313-2.148-2.385-3.572-3.124s-3.005-1.126-4.61-1.126z\"><\/path><path d=\"M25.704 22.493c-1.424-0.74-3.005-1.125-4.61-1.124-0.552 0-1-0.447-1.001-0.999s0.447-1 0.999-1.001c1.926-0.001 3.824 0.462 5.533 1.349s3.179 2.174 4.286 3.751c0.317 0.452 0.208 1.076-0.244 1.393s-1.076 0.208-1.393-0.244c-0.922-1.313-2.147-2.385-3.571-3.125z\"><\/path><\/svg>\n              <div class=\"scaler-placement__stat-text\">\n                <span class=\"scaler-placement__stat-value\">11,000+<\/span>\n                <span class=\"scaler-placement__stat-desc\">placements<\/span>\n              <\/div>\n            <\/div>\n            <div class=\"scaler-placement__stat-item\">\n              <svg fill=\"currentColor\" viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M1.2 27.5c0-0.442 0.358-0.8 0.8-0.8h28c0.442 0 0.8 0.358 0.8 0.8s-0.358 0.8-0.8 0.8h-28c-0.442 0-0.8-0.358-0.8-0.8z\"><\/path><path d=\"M3.727 4.227c0.338-0.338 0.795-0.527 1.273-0.527h12c0.477 0 0.935 0.19 1.273 0.527s0.527 0.795 0.527 1.273v22c0 0.442-0.358 0.8-0.8 0.8s-0.8-0.358-0.8-0.8v-22c0-0.053-0.021-0.104-0.059-0.141s-0.088-0.059-0.141-0.059h-12c-0.053 0-0.104 0.021-0.141 0.059s-0.059 0.088-0.059 0.141v22c0 0.442-0.358 0.8-0.8 0.8s-0.8-0.358-0.8-0.8v-22c0-0.477 0.19-0.935 0.527-1.273z\"><\/path><path d=\"M17.2 12.5c0-0.442 0.358-0.8 0.8-0.8h9c0.477 0 0.935 0.19 1.273 0.527s0.527 0.795 0.527 1.273v14c0 0.442-0.358 0.8-0.8 0.8s-0.8-0.358-0.8-0.8v-14c0-0.053-0.021-0.104-0.059-0.141s-0.088-0.059-0.141-0.059h-9c-0.442 0-0.8-0.358-0.8-0.8z\"><\/path><path d=\"M7.2 9.5c0-0.442 0.358-0.8 0.8-0.8h4c0.442 0 0.8 0.358 0.8 0.8s-0.358 0.8-0.8 0.8h-4c-0.442 0-0.8-0.358-0.8-0.8z\"><\/path><path d=\"M9.2 17.5c0-0.442 0.358-0.8 0.8-0.8h4c0.442 0 0.8 0.358 0.8 0.8s-0.358 0.8-0.8 0.8h-4c-0.442 0-0.8-0.358-0.8-0.8z\"><\/path><path d=\"M7.2 22.5c0-0.442 0.358-0.8 0.8-0.8h4c0.442 0 0.8 0.358 0.8 0.8s-0.358 0.8-0.8 0.8h-4c-0.442 0-0.8-0.358-0.8-0.8z\"><\/path><path d=\"M21.2 22.5c0-0.442 0.358-0.8 0.8-0.8h2c0.442 0 0.8 0.358 0.8 0.8s-0.358 0.8-0.8 0.8h-2c-0.442 0-0.8-0.358-0.8-0.8z\"><\/path><path d=\"M21.2 17.5c0-0.442 0.358-0.8 0.8-0.8h2c0.442 0 0.8 0.358 0.8 0.8s-0.358 0.8-0.8 0.8h-2c-0.442 0-0.8-0.358-0.8-0.8z\"><\/path><\/svg>\n              <div class=\"scaler-placement__stat-text\">\n                <span class=\"scaler-placement__stat-value\">650+<\/span>\n                <span class=\"scaler-placement__stat-desc\">companies<\/span>\n              <\/div>\n            <\/div>\n            <div class=\"scaler-placement__stat-item\">\n              <svg viewBox=\"0 0 25 24\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M5.60938 18.8906C4.74688 18.0281 5.31875 16.2188 4.87813 15.1594C4.4375 14.1 2.75 13.1719 2.75 12C2.75 10.8281 4.41875 9.9375 4.87813 8.84063C5.3375 7.74375 4.74688 5.97187 5.60938 5.10938C6.47187 4.24688 8.28125 4.81875 9.34063 4.37813C10.4 3.9375 11.3281 2.25 12.5 2.25C13.6719 2.25 14.5625 3.91875 15.6594 4.37813C16.7562 4.8375 18.5281 4.24688 19.3906 5.10938C20.2531 5.97187 19.6812 7.78125 20.1219 8.84063C20.5625 9.9 22.25 10.8281 22.25 12C22.25 13.1719 20.5813 14.0625 20.1219 15.1594C19.6625 16.2562 20.2531 18.0281 19.3906 18.8906C18.5281 19.7531 16.7188 19.1812 15.6594 19.6219C14.6 20.0625 13.6719 21.75 12.5 21.75C11.3281 21.75 10.4375 20.0813 9.34063 19.6219C8.24375 19.1625 6.47187 19.7531 5.60938 18.8906Z\" fill=\"#ffffff\" stroke=\"#255aad\" stroke-width=\"1.4\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><path d=\"M16.625 9.75L11.1219 15L8.375 12.375\" stroke=\"#255aad\" stroke-width=\"1.4\" stroke-linecap=\"round\" stroke-linejoin=\"round\"><\/path><\/svg>\n              <span class=\"scaler-placement__stat-desc\">Verified data<\/span>\n            <\/div>\n          <\/div>\n\n          <a class=\"scaler-placement__cta\" href=\"https:\/\/d2beiqkhq929f0.cloudfront.net\/public_assets\/assets\/000\/195\/869\/original\/Scaler_Career_Report.pdf?1778499863\" target=\"_blank\" rel=\"noopener\">\n            See full placement report\n            <svg viewBox=\"0 0 32 32\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"transform: rotate(90deg);\"><path d=\"M5.313 16l10.688-10.688 10.688 10.688-1.938 1.875-7.438-7.438v16.25h-2.625v-16.25l-7.5 7.438z\"><\/path><\/svg>\n          <\/a>\n        <\/div>\n      <\/div>\n\n      <div class=\"scaler-hiring\">\n        <span class=\"scaler-hiring__label\">Hiring Partners:<\/span>\n        <div class=\"scaler-hiring__pills\">\n          <span class=\"scaler-hiring__pill\">\n            <span class=\"scaler-hiring__badge\"><img decoding=\"async\" class=\"scaler-hiring__logo\" src=\"https:\/\/d19zaobb0foqu6.cloudfront.net\/topics\/images\/googleicon_.svg\" alt=\"Google\" loading=\"lazy\"><\/span>\n            <span class=\"scaler-hiring__name\">Google<\/span>\n          <\/span>\n          <span class=\"scaler-hiring__pill\">\n            <span class=\"scaler-hiring__badge\"><img decoding=\"async\" class=\"scaler-hiring__logo\" src=\"https:\/\/d19zaobb0foqu6.cloudfront.net\/topics\/images\/amazonicon_.svg\" alt=\"Amazon\" loading=\"lazy\"><\/span>\n            <span class=\"scaler-hiring__name\">Amazon<\/span>\n          <\/span>\n          <span class=\"scaler-hiring__pill\">\n            <span class=\"scaler-hiring__badge\"><img decoding=\"async\" class=\"scaler-hiring__logo\" src=\"https:\/\/d19zaobb0foqu6.cloudfront.net\/topics\/images\/microsoft.svg\" alt=\"Microsoft\" loading=\"lazy\"><\/span>\n            <span class=\"scaler-hiring__name\">Microsoft<\/span>\n          <\/span>\n          <span class=\"scaler-hiring__pill\">\n            <span class=\"scaler-hiring__badge\"><img decoding=\"async\" class=\"scaler-hiring__logo\" src=\"https:\/\/d19zaobb0foqu6.cloudfront.net\/topics\/images\/flipkarticon_.svg\" alt=\"Flipkart\" loading=\"lazy\"><\/span>\n            <span class=\"scaler-hiring__name\">Flipkart<\/span>\n          <\/span>\n          <span class=\"scaler-hiring__pill\">\n            <span class=\"scaler-hiring__badge\"><img decoding=\"async\" class=\"scaler-hiring__logo\" src=\"https:\/\/d19zaobb0foqu6.cloudfront.net\/topics\/images\/adobeicon_.svg\" alt=\"Adobe\" loading=\"lazy\"><\/span>\n            <span class=\"scaler-hiring__name\">Adobe<\/span>\n          <\/span>\n          <span class=\"scaler-hiring__more\">1200+ more<\/span>\n        <\/div>\n      <\/div>\n    <\/div>\n\n<h2 class=\"wp-block-heading\" id=\"frequentlyaskedquestionsfaq\"><span class=\"ez-toc-section\" id=\"frequently-asked-questions-faq\"><\/span>Frequently Asked Questions (FAQ)<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n<h3 class=\"wp-block-heading\" id=\"whatisthedifferencebetweenanaimodelandanaiagent\">What is the difference between an AI model and an AI agent?<\/h3>\n\n\n<p class=\"wp-block-paragraph\">An AI model (like GPT-4 or a ResNet image classifier) is a component\u2014often the \"brain\"\u2014that performs a specific task, such as prediction or generation. An AI agent is a complete system built around a model. The agent incorporates the model into a perception-action loop, giving it goals, tools, and the autonomy to interact with an environment to achieve those goals. The model is passive; the agent is active.<\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"howdoesanaiagenthandleunforeseencircumstancesinitsenvironment\">How does an AI agent handle unforeseen circumstances in its environment?<\/h3>\n\n\n<p class=\"wp-block-paragraph\">This depends on the agent's type. A Simple Reflex agent cannot handle unforeseen events it isn't explicitly programmed for. A Model-Based agent might be able to infer the state from partial information. A Learning agent is best equipped, as it can adapt its strategy based on the feedback from unexpected outcomes, effectively learning to cope with novel situations over time.<\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"whatistheroleofautilityfunctioninautilitybasedagent\">What is the role of a \"utility function\" in a utility-based agent?<\/h3>\n\n\n<p class=\"wp-block-paragraph\">A utility function is a mathematical formalization of preference. It assigns a single numerical score to each possible state of the environment, representing how desirable that state is to the agent. The agent's objective is to execute actions that lead to states with the highest possible \"expected utility,\" allowing it to make rational trade-offs in complex situations with multiple competing objectives (e.g., speed vs. safety).<\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"areaiagentstrulyautonomous\">Are AI agents truly autonomous?<\/h3>\n\n\n<p class=\"wp-block-paragraph\">Autonomy in AI is a spectrum. While current agents can operate independently to complete specific, well-defined tasks (e.g., booking a flight, debugging a program), they are not autonomous in the human sense. Their goals are defined by their programmers, their actions are constrained by their available tools, and their operation is typically monitored. True, general-purpose autonomy remains a long-term research goal.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>10 Real-World Examples of AI Agents and What They Can Do An AI agent is an autonomous entity that perceives its environment through sensors and acts upon that environment through actuators to achieve specific goals. These agents combine models from a machine learning roadmap with decision-making frameworks, enabling them to operate independently to perform complex [&hellip;]<\/p>\n","protected":false},"author":242,"featured_media":12530,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37,316],"tags":[272],"class_list":["post-12522","post","type-post","status-publish","format-standard","has-post-thumbnail","category-artificial-intelligence-machine-learning","category-artificial-intelligence","tag-artificial-intelligence"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/posts\/12522","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/users\/242"}],"replies":[{"embeddable":true,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/comments?post=12522"}],"version-history":[{"count":6,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/posts\/12522\/revisions"}],"predecessor-version":[{"id":14187,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/posts\/12522\/revisions\/14187"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/media\/12530"}],"wp:attachment":[{"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/media?parent=12522"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/categories?post=12522"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.scaler.com\/blog\/wp-json\/wp\/v2\/tags?post=12522"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}