CoBi

Product or Programme · All products and programmes
Evidence · 2 claims (2 for) · 1 study (1 design), q2 · 0 of 1 report an effect size · 2 claims rest on one study

Description

CoBi is an AI-based classroom-wide collaboration support system developed by Breideband et al. that uses speech recognition and language understanding to generate privacy-preserving, aggregated visualizations of student discourse.

Components

Claims

• CoBi's speech-based pipeline is technically feasible in noisy middle school classrooms, with visualizations updating in 10-second intervals [+M]
• Middle school students and teachers broadly buy in to an AI system that visualizes classroom community agreements [+M]

Related Products and Programmes

-

Key Sources

• Breideband, T., Bush, J. B., Reitman, J. G., Rose, S., Weatherley, J., Penuel, W. R., & D'Mello, S. (2025). A Feasibility and Implementation Integrity Study of the Community Builder (CoBi): An AI-based Collaboration Support System in K-12 Classrooms. International Journal of Artificial Intelligence in Education. https://doi.org/10.1007/s40593-025-00509-2

Page metadata

Field	Value
type	product
id	cobi
title	CoBi
description	CoBi is an AI-based classroom-wide collaboration support system developed by Breideband et al.
status	review
product_kind	software
generated	by process:settle-candidates on 2026-10-12
trust	unverified — no one has confirmed this page's content

Frontmatter is the page's machine-readable record — see the Schema & Guide.