Generative AI & Agentic AI
Generative AI is a reactive system designed primarily for content creation, such as generating text, code, images, or audio based on specific user prompts. It operates by predicting outputs in response to input, requiring continuous human direction for each step, and is best suited for single-turn tasks like drafting emails, brainstorming ideas, or summarizing documents.
Agentic AI is a proactive system focused on autonomous action and achieving complex, multi-step objectives with minimal human intervention. It perceives its environment, plans workflows, makes independent decisions, and executes actions by calling external tools and APIs. Unlike generative AI, which produces output for a human to act upon, agentic AI takes the actions itself, making it ideal for workflow automation, operational process management, and end-to-end task execution.
The two technologies are most effective when combined: Generative AI serves as the cognitive engine for content generation at each step, while Agentic AI orchestrates the sequencing, memory, and execution across multiple systems to deliver measurable outcomes.
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