
In this primer, D&S researcher Monica Bulger defines the boundaries of “personalized learning,” explores the needs that various personalized learning systems aim to meet, and highlights the tensions between what is being promised with personalized learning and the practical realities of implementation. She also raises areas of concern, questions about unintended consequences, and potential risks that may come with the widespread adoption of personalized learning systems and platforms.
Related Resources
Academic article
February 17, 2026
A Horizon Scan of AI and Higher Education: Fourteen Issues That May Transform the Sector
It’s time for the public to move from being AI users to civic actors. Our new AI Civics initiative treats AI not as a tool to be mastered, but as a domain of civic life where…
Fortalecer la ciudadanía para la era de la IA.
It’s time for the public to move from being AI users to civic actors. Our new AI Civics initiative…
February 9, 2026
Entrada de blog
Informe de política
4 de febrero de 2026
(404) Job Not Found: What Workforce Training Can’t Fix for Black Atlantans in the Age of AI
Entrada de blog
January 28, 2026
“AI Can’t Do Nothing With Us!”: Inside One Atlanta Workforce Training Program
Entrada de blog
March 30, 2022
Datafying Children: Kenya’s National Education Management Information System
Informe
September 15, 2020
Poverty Lawgorithms: A Poverty Lawyer’s Guide to Fighting Automated Decision-Making Harms on Low-Income Communities
"Poverty Lawgorithms" is a guide for poverty lawyers that explains automated decision-making systems so they can better identify the source of their clients' problems and advocate…
Poverty Lawgorithms: A Poverty Lawyer’s Guide to Fighting Automated Decision-Making Harms on Low-Income Communities
"Poverty Lawgorithms" is a guide for poverty lawyers that explains automated decision-making…
September 15, 2020
Informe
Read and/or watch Data & Society Founder and President danah boyd's keynote talk at SXSW EDU 2018.
"I get that many progressive communities are panicked about conservative…
You Think You Want Media Literacy… Do You?
Read and/or watch Data & Society Founder and President danah boyd's keynote talk at SXSW EDU 2018…
March 9, 2018
Entrada de blog