Definition · foundations
autonomous tool use
autonomous tool use is the term for Tool use in which the agent chooses when, why, and how to call a tool without approval for each call.
157 definitions656 sourced recordsNamed source: ACL Anthology
Why does autonomous tool use matter?
When the agent chooses its own calls, tool permissions and error handling become part of the decision system. For autonomous tool use, start with three checks: What can the system observe? What choice can it make? What changes after it acts? The answers should point to visible evidence, not a promise.
What does autonomous tool use look like?
A data agent decides to query a warehouse, inspect the returned columns, then run a second query without asking between calls. This example makes autonomous tool use visible by naming the actor, the action, and the result in practice. It is an illustration for readers, not a claim that every product behaves this way.
What is autonomous tool use easy to confuse with?
Autonomous tool use gives call timing to the agent. Passive tool use lets software or a fixed workflow decide. The closest entries here are artificial intelligence (AI), autonomous validation, generality. Compare their definitions with autonomous tool use before using the names as if they mean the same thing.
How certain is this definition?
This definition is provisional. ACL Anthology supports the version you see today, but a better or more direct source may change it. Open the cited page and check its date before you use this entry to choose a product, write a policy, set a safety control, or design a system.
Who introduced the term autonomous tool use?
We have not verified who first introduced autonomous tool use. The source supports a useful definition, but it may not be the earliest use. Until a dated primary record settles the question, we leave the origin open. A popular article or product page is not enough to name the person who coined a term.
What should you understand before autonomous tool use?
Read artificial intelligence (AI) first when autonomous tool use depends on a more basic idea or mechanism. The link gives you a useful route through the glossary. It does not mean every author teaches the subject in this order, so follow the source when the sequence matters.
What should this term help you answer?
Use autonomous tool use to ask what an agent can observe, decide, change, remember, or hand off. The questions below turn the definition into a practical check. They are prompts for your own work, not claims made by the source, so change them to fit the system you are examining.
- What can the system observe?
- What choice can it make?
- What changes after it acts?
Which source supports this definition of autonomous tool use?
ACL Anthology supports this working definition of autonomous tool use. We checked the link on 2026-07-12. Open the original record for its context, methods, limits, and publication details. The short explanation here is a guide to autonomous tool use; the linked source remains the evidence to inspect when the wording or boundary matters.
source foundautonomous tool useChecked 2026-07-12→