Claims

Human teacher–GenAI collaboration in embodied mathematics learning calls for a complementary interaction model combining AI feedback with human metacognitive guidance

Claim · All claims
Evidence · 1 study · theoretical r2 · q1
Currency · newest study 2025 · not yet checked against its sources · 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.

q1 i? The article reports, citing Cosentino et al., that embodied mathematics learning with GenAI underscores the need for a complementary interaction model enriching educational process stages. → Ronnie Videla 2025

Evidence

Ronnie Videla 2025

Ronnie Videla, Simon Penny, Wendy Ross. (2025). 'If you can't dance your program, you can't write it': Challenges and Implications for AI in Education. https://doi.org/10.1145/3759257

q1 · i? · theoretical · r2

The article attributes this finding to Cosentino et al.'s study of human teachers and GenAI systems in embodied mathematics learning, describing a model combining GenAI feedback immediacy with human reflective guidance. The article prints no effect sizes for this attributed finding.

"The findings of Cosentino et al. [42] on the relationship between human teachers and GenAi systems in embodied mathematics learning underscore the need for a complementary interaction model, one that enriches various stages of the educational process by combining the immediacy of GenAi-generated feedback wit h the reflective and metacognitive guidance offered by human instructors."

Discussion

Page metadata
Field Value
type claim
id complementary-human-genai-interaction-model
title Human teacher–GenAI collaboration in embodied mathematics learning calls for a complementary interaction model combining AI feedback with human metacognitive guidance
description Human teacher–GenAI collaboration in embodied mathematics learning calls for a complementary interaction model combining AI feedback with human metacognitive guidance
status review
evidence_strength weak
newest_evidence 2025
generated by process:wiki-ingest on 2026-10-12
trust unverified — no one has confirmed this page's content
sources 1 — ronnie-videla-2025

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