Beacon¶
Product or Programme · All products and programmes
Evidence · 2 claims (1 for, 1 mixed) · 1 study (1 design),q2· 0 of 1 report an effect size · 2 claims rest on one study
Description¶
Beacon is a web-based conversational academic-support system developed by Andy Gray that uses retrieval-augmented generation over approved course teaching materials to assist undergraduate computing students.
Components¶
Claims¶
- In an exploratory pilot, students perceived the course-specific RAG system's responses as highly aligned with course materials (89%) and helpful for assessment understanding [+M]
- Students hold cautious trust in the course-specific RAG system, expressing some level of trust but not treating it as an authoritative source and indicating they would verify important information [~M]
Related Products and Programmes¶
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Key Sources¶
- Andy Gray, Jake Hobbs. (2026). Reducing Barriers to Academic Support: Evaluating a Course-Specific RAG System for Addressing Help-Seeking Disparities in Higher Education. arXiv. https://arxiv.org/abs/2609.21600
Page metadata
| Field | Value |
|---|---|
type |
product |
id |
beacon |
title |
Beacon |
description |
Beacon is a web-based conversational academic-support system developed by Andy Gray that uses retrieval-augmented generation over approved course teaching materials to assist undergraduate computing students. |
status |
review |
product_kind |
software |
generated |
by process:settle-candidates on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
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