What is an agent?

Definition

An AI agent combines a model with instructions, context, memory, tools, and an execution loop. It can break a goal into steps, gather information, act in software, inspect results, and adjust its next action rather than producing only one static response.

Agents need clearly bounded authority because tool use can change durable state or affect other people. Good designs define permissions, verification, stopping conditions, budgets, monitoring, and approval requirements according to the consequences of the task.

ELI5

An agent is an AI system that can work through a goal in several steps. It observes what is available, chooses an action, uses an allowed tool, checks the result, and decides what to do next.

For example, a travel-planning agent could compare train times, organize suitable options, and prepare an itinerary. It should not purchase a ticket unless it has permission, because taking action is different from merely giving advice.

Acronyms and aliases

AI agent variantAI agents variant

Frequently asked questions

How is an AI agent different from a chatbot?

An agent can use tools and perform multi-step actions, while a basic chatbot mainly generates a conversational response.

Can an AI agent work across several applications?

Yes, when authorized APIs, connectors, or computer-use interfaces provide controlled access to those applications.

Videos explaining agent

  1. Nate B. Jones beside the words Define What Done Means
    Define What Done Means for AI Agents
    Nate B Jones27m 8s1 VIEW
  2. Nathaniel Whittemore explaining beside the words Rogue Agents Expose the Gap
  3. Portrait of Sam Altman beside the words AI Adoption Takes Time
    Why AI Adoption Is Moving More Slowly
    AI Copium17m 43s1 VIEW
  4. Haseeb Qureshi beside the words AI IPOs Move Billions
    Why Anthropic's IPO Could Move Billions
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  5. Wes Roth beside the words Macs Become AI Servers
  6. Roberto Milev and Uday Kanagala beside the headline Perfect One Agent Before Many in true white and attention blue
  7. Salman Munaf beside the headline Bound Observe Recover in true white and attention blue
  8. Mike Krieger beside the words Delegate Outcomes, Not Tasks
  9. Nate B Jones beside the words More Agents More Human Work
  10. Broken software connection beside the words OpenAI Cuts Cursor Access