CritiSense: Critical Digital Literacy and Resilience Against Misinformation

Firoj Alam, Fatema Ahmad, Ali Ezzat Shahroor, Mohamed Bayan Kmainasi, Elisa Sartori, Giovanni Da San Martino, Abul Hasnat, Raian Ali


Abstract
Misinformation on social media undermines informed decision-making and public trust. Prebunking offers a proactive complement by helping users recognize manipulation tactics *before* they encounter them in the wild. We present *CritiSense*, a mobile media-literacy app that builds these skills through short, interactive challenges with instant feedback. It is the *first* multilingual (supporting nine languages) and modular platform, designed for rapid updates across topics and domains. We report a usability study with 93 users: 83.9% expressed overall satisfaction and 90.1% rated the app as easy to use. Qualitative feedback indicates that *CritiSense* helps improve digital literacy skills. Overall, it provides a multilingual prebunking platform and a testbed for measuring the impact of microlearning on misinformation resilience. Over 6 months, we have reached 500+ active users. It is freely available on the Apple [App Store](https://apps.apple.com/us/app/critisense/id6749675792) and Google [Play Store](https://play.google.com/store/apps/details?id=com.critisense hl=en).
Anthology ID:
2026.acl-demo.48
Volume:
Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations)
Month:
July
Year:
2026
Address:
San Diego, California, United States
Editors:
Greg Durrett, Ping Jian
Venue:
ACL
SIG:
Publisher:
Association for Computational Linguistics
Note:
Pages:
481–492
Language:
URL:
https://preview.aclanthology.org/ingest-acl/2026.acl-demo.48/
DOI:
Bibkey:
Cite (ACL):
Firoj Alam, Fatema Ahmad, Ali Ezzat Shahroor, Mohamed Bayan Kmainasi, Elisa Sartori, Giovanni Da San Martino, Abul Hasnat, and Raian Ali. 2026. CritiSense: Critical Digital Literacy and Resilience Against Misinformation. In Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations), pages 481–492, San Diego, California, United States. Association for Computational Linguistics.
Cite (Informal):
CritiSense: Critical Digital Literacy and Resilience Against Misinformation (Alam et al., ACL 2026)
Copy Citation:
PDF:
https://preview.aclanthology.org/ingest-acl/2026.acl-demo.48.pdf