Recommendation Suggestions or recommendations for
travel destinations, movies, actions to
take, etc. Not requesting ideas
Informal social media posts or messag-
ing content. Not emails or blogs
Discussing or interacting with a chatbot

Messaging &
Social Media
Chatting with
AI

Editorial

Language

Studies (tasked)

Studies
(unclear)

Ambiguous

Proofreading, suggesting edits to a text
(excl. code), rewriting something

Translating or transcribing text, learning
a language
Participation in a study where the use of
LLM was a part of the study
Using an LLM to answer questions in a
study (not tasked or ambiguous regard-
ing if tasked)
unclear, ambiguous, or incomprehensi-
ble scenarios, indicating they haven’t
used an LLM (despite survey branching),
suspected LLM-generated responses

8
Adoptionand AppropriationofLLMs