Editing Agents vs. Assistants (section)

== The spectrum ==

People talk about "AI agents" like it's a single thing. It's not. There's a spectrum of autonomy, and understanding where different tools sit on it helps you choose the right approach:

``<code>
You do everything          AI does everything
      ↓                           ↓
  [Chatbot] → [Assistant] → [Copilot] → [Agent] → [Autonomous Agent]
</code>``

'''Chatbot''' — You ask, it answers. No memory, no tools, no planning. A basic ChatGPT conversation with no custom instructions. You drive everything.

'''Assistant''' — It responds to your requests but can also follow standing instructions. Claude with a system prompt, a custom GPT with specific behaviors configured. It has a personality and constraints, but still only acts when you ask.

'''Copilot''' — It works alongside you in real-time, proactively suggesting things. GitHub Copilot auto-completing your code, Notion AI offering to summarize your page, Gmail suggesting replies. It's watching your work and offering help without being asked.

'''Agent''' — It can plan a multi-step task, decide which tools to use, and execute steps on its own. You give it a goal ("research these three competitors and draft a comparison table"), and it figures out the steps: search the web, read several pages, extract key data, format the output. You review the result, not each step.

'''Autonomous agent''' — It operates with minimal human oversight over extended periods. It monitors, decides, and acts. These are still emerging and mostly experimental — think automated trading systems or self-healing infrastructure monitoring.