Definition · foundations
LLM-profiled role
LLM-profiled role is an agent role shaped mainly by instructions about its skills, duties, and limits. You can spot LLM-profiled role in practice when the record shows what the system observes, what choice it makes, and what changes next, without asking the reader to guess or trust a slogan.
157 definitions656 sourced recordsNamed source: ACL Anthology
Why does LLM-profiled role matter?
Instruction-defined roles are easy to create, but a title does not prove the agent has the tools or judgment the role demands. For LLM-profiled role, 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 LLM-profiled role look like?
A coordinator prompts one agent as a tax reviewer and limits it to checking named form fields. This example makes LLM-profiled role 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 LLM-profiled role easy to confuse with?
An LLM-profiled role is shaped mainly by instructions. A role-based agent may also rely on dedicated tools, data, and permissions. The closest entries here are LLM as judge, long-running agent, agent manifest. Compare their definitions with LLM-profiled role 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 LLM-profiled role?
We have not verified who first introduced LLM-profiled role. 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 LLM-profiled role?
Read artificial intelligence (AI) first when LLM-profiled role 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 LLM-profiled role 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 LLM-profiled role?
ACL Anthology supports this working definition of LLM-profiled role. 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 LLM-profiled role; the linked source remains the evidence to inspect when the wording or boundary matters.
source foundLLM-profiled roleChecked 2026-07-12→