In CLL, teachers perceive a trust erosion cycle, AI dominance in groups, collaborative hollowing, and a counselor's dilemma¶
Claim · All claims
Evidence · 1 study · qualitativer2·q2
Currency · newest study 2026 · checked against its sources 2026-10-20 (automated, 1 of 1 entry) · not reviewed by a person
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? Teachers report that concealed AI use by group members triggers a cycle of mistrust among peers that erodes collaborative learning. → Baoyi W and Khan FU 2026
q2 i? Teachers report one student using AI to generate complex ideas faster can dominate group work, creating power disparity and unfairness. → Baoyi W and Khan FU 2026
Evidence¶
Baoyi W and Khan FU 2026¶
Baoyi W and Khan FU (2026). AI and higher education: teachers' perceptions of students' ethical tensions in online pedagogical methods. Front. Psychol. 17:1881032. https://doi.org/10.3389/fpsyg.2026.1881032
q2 · i? · qualitative · r2
Findings from the CLL section of the thematic analysis. Teachers reported the trust erosion cycle from secret AI use, the AI Alpha power disparity, collaborative hollowing where groups submit AI-done work without real collaboration, and the counselor's dilemma of concealed learning processes.
"Secret AI use by certain members of the CLL, which is based on the strong support of a learning community, is a catalyst for a cycle of mistrust among peers."
Discussion¶
Related Claims¶
- In CLIL, teachers perceive conceptual hollowing, a bilingual bluff, translation dependency, and a synthesis illusion — related
- In the direct method, teachers perceive conversational ventriloquism, autonomy shifts, authority challenges, and memory erosion — related
- Role ambiguity for a Black-accented agent destabilized trust, culminating in breakdown after the agent inaccurately tracked group decisions — related
- Teachers report that building trust is the first and most important goal with students in foster care, and that trust precedes willingness to work — related
- University students' engagement with AI tools tends to cluster at two extremes: avoidance and uncritical use — related
- Teachers perceive 20 distinct ethical tensions across five online language-teaching methods in AI-driven classes — a broader claim this one bears on
- Adult learners perceive AI collaborative workspaces as fostering equitable participation and shared responsibility in group problem-solving — related
- Multiple trends point to a de-professionalization of teachers in both the North and the South — related
- Shame and guilt coexist with continued AI use, creating self-reinforcing cycles of reliance, concealment, and self-critique rather than behavior change — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
cll-four-ethical-tensions |
title |
In CLL, teachers perceive a trust erosion cycle, AI dominance in groups, collaborative hollowing, and a counselor's dilemma |
description |
In CLL, teachers perceive a trust erosion cycle, AI dominance in groups, collaborative hollowing, and a counselor's dilemma |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2026 |
source_checked |
2026-10-20 |
generated |
by process:wiki-ingest on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — baoyi-w-and-khan-fu-2026 |
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