Agentic AI vs generative AI: what is the difference?
Generative AI produces content in response to a prompt. Agentic AI pursues a goal across multiple steps, almost always using a generative model as its engine.
AI agent vs AI assistant: what's the difference?
Assistants answer. Agents act.
AI agent vs automation: what's the difference?
One replays the same steps every run. The other decides its next move as it goes.
AI agent vs chatbot: what is the difference?
Both talk like a person. Only one takes action — here is the line that separates them.
AI agent vs RPA: what's the difference?
One mimics your clicks through fixed screens. The other decides which screen to touch next.
Context engineering vs prompt engineering: what's the difference?
One writes the question. The other designs what surrounds it.
LLM vs AI agent: what's the difference?
One generates text on request. The other pursues goals by acting. The distinction is architectural, not a matter of capability.
LLM vs SLM: what's the difference?
Same transformer architecture, different scale. That scale determines where a model can run and what it costs.
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