Task-directed turns account for roughly half of interactions, with AI-output references about 30% and own-work references about 20%¶
Claim · All claims
Evidence · 1 study · associationalr2·q2
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person · recheck by 2031: baselines and conditions change
Subclaims¶
Reading the evidence codes
q is the design tier, i the impact, n the sample, and the kind with its r
the rigour judged within that kind: what each code means.
This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.
q2 i? In the overall distribution, task_domain turns account for roughly half of interactions, ai_output about 30%, and own_work about 20%. → Taelin Karidi 2026
Evidence¶
Taelin Karidi 2026¶
Taelin Karidi, Ofra Amir, and Ido Roll. (2026). AI in the Wild: A Large Scale Analysis of Authentic Interactions of College Students with Generative AI. https://arxiv.org/abs/2606.29442 doi:10.48550/arxiv.2606.29442
q2 · i? · associational · r2
Observational distribution analysis across all submitted logs, conversation-normalized so each chat log contributes equally (Figure 1). The article reports task_domain turns are "roughly half of interactions", with ai_output at about 30% and own_work at about 20%.
"Turnsdirectedtowardthetaskordomain(task_domain) account for roughly half of interactions, followed by references to AI output (ai_output∼30%) and to students’ own work (own_work∼20%)."
Discussion¶
Related Claims¶
- Interaction context and cognitive intent are structurally associated: task-directed interactions sit at lower-to-mid Bloom levels while own-work references carry higher-level requests — related
- Student discourse with a Socratic AI physics tutor concentrates sharply: of 357 consolidated categories, the top 25 cover roughly half of all student turns — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
interaction-context-distribution-task-domain-half |
title |
Task-directed turns account for roughly half of interactions, with AI-output references about 30% and own-work references about 20% |
description |
Task-directed turns account for roughly half of interactions, with AI-output references about 30% and own-work references about 20% |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2026 |
recheck_by |
2031 |
generated |
by process:wiki-ingest on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — taelin-karidi-2026 |
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