🌊Decoding the Future: Genetic AI vs AI Agents vs Agentic AI

Explore the differences between Genetic AI, AI Agents, and the emerging realm of Agentic AI. Understand how each contributes uniquely to the AI landscape—from evolution-based optimization to collaborative, autonomous decision-making.

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6/30/20251 min read

Genetic AI

A type of AI that evolves solutions using biological principles like mutation and crossover, often used in optimization problems. Think of it as nature-inspired learning.

AI Agent

A software entity that perceives its environment and takes actions autonomously to achieve goals (e.g., chatbots, game bots).

Agentic AI

A more advanced and modular version of AI agents—multiple specialized agents work together with autonomy, memory, and collaboration to solve complex tasks (e.g., CrewAI, Auto-GPT).