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    Home»Machine Learning»AI Agents vs. Agentic AI: Understanding the Evolution of Autonomous Systems | by Gautam | Mar, 2025
    Machine Learning

    AI Agents vs. Agentic AI: Understanding the Evolution of Autonomous Systems | by Gautam | Mar, 2025

    FinanceStarGateBy FinanceStarGateMarch 15, 2025No Comments1 Min Read
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    Agentic AI, additionally known as autonomous AI or proactive AI, goes past easy automation. These techniques are able to making impartial choices, planning actions, and adapting to new knowledge with out requiring steady human enter.

    • Proactive — Can set and obtain targets independently.
    • Resolution-Making Potential — Evaluates a number of options earlier than selecting the optimum path.
    • Self-Studying — Improves efficiency by way of expertise.
    • Multi-Step Execution — Can full complicated workflows autonomously.
    Person Enter → Agentic AI → Plans Actions → Executes & Learns → Self-Optimizes

    ✅ AI Analysis Assistants — Elicit AI for autonomous analysis ✅ AI-Powered Undertaking Administration — Asana Intelligence, ClickUp AI ✅ Healthcare AI — DeepMind’s AlphaFold for protein folding ✅ Autonomous Autos — Tesla’s Full Self-Driving, Waymo ✅ Enterprise AI Assistants — Microsoft Copilot, OpenAI’s GPT-based brokers

    Function AI Brokers (Reactive) Agentic AI (Proactive) Job Execution Single-task targeted Multi-step workflows Resolution-Making Rule-based Adaptive & autonomous Human Dependency Requires oversight Operates independently Studying Potential Minimal or none Self-learning & optimizing Examples Chatbots, Sorting AI Self-driving vehicles, AI analysis assistants



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