[Air-L] New CDT research report - Opening the Book: A Rubric to Support Effective Transparency for EdTech Products that Incorporate AI
Dhanaraj Thakur
dthakur at cdt.org
Tue Nov 4 12:17:19 PST 2025
Hi everyone,
Today we published the latest research report from theCenter for
Democracy & Technology: Opening the Book: A Rubric to Support Effective
Transparency for EdTech Products that Incorporate AI
<https://cdt.org/insights/opening-the-book-a-rubric-to-support-effective-transparency-for-edtech-products-that-incorporate-ai/>.
Led by my amazing colleaguesHannah Quay-de la Vallee,Morgan Badurak,
andElizabeth Laird, we started with a concern about the current state of
transparency in edtech products in the K–12 context that incorporate AI.
We developed a rubric of eight key elements of AI transparency, and then
used that to assess over 100 edtech companies.
We found that:
- On average, edtech companies offer very little transparency about
their products incorporate AI.
- When they attempt to be transparent, the information is often focused
on select categories, such as Use and Context Limitations and
Information Accessibility.
- When we grouped companies based on their performance across categories
in our rubric, we found that some companies were trying to make
information available and understandable, but were not doing so in a
comprehensive way. If this is the case, we argue that these and other
edtech companies could benefit from using our rubric to improve their
transparency and help school administrators make more informed decisions
about which edtech products to use.
As always, we welcome feedback and feel free to share.
take care,
Dhanaraj
--
*Dhanaraj Thakur* (he/him) | Research Director
Center for Democracy & Technology |*cdt.org <https://cdt.org/>*
**dthakur at cdt.org | **+1 202 407 8849
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