Evidence map›Paper›PMID 42798367›Full record

ArticleFrontiers in artificial intelligence2026

Artificial intelligence literacy in Somali education: balancing opportunities, risks, and policy directions.

Ismail Mahad Hersi, Osman Elmi Omar, Abdinor Abukar Ahmed, Kowsar Osman Barre

Abstract read
In one paragraph

Article in Frontiers in artificial intelligence, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Ismail Mahad HersiCenter for Graduate Studies, Jamhuriya University of Science and Technology, Mogadishu, Somalia.
Osman Elmi OmarBenaadir Research, Consultancy and Evaluation Centre, Mogadishu, Somalia.
Abdinor Abukar AhmedBenaadir Research, Consultancy and Evaluation Centre, Mogadishu, Somalia.
Kowsar Osman BarreDepartment of Computer Science, East Africa University, Galkayo, Somalia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Somalia's education system continues to face severe constraints, including weak infrastructure, limited teacher support, and unequal access to learning resources. At the same time, generative artificial intelligence is increasingly entering educational practice through tools that can translate language, support writing, generate explanations, and extend tutoring beyond classroom hours. This Perspective argues that Somalia should respond neither by banning AI nor by adopting it without safeguards. Instead, AI literacy should be integrated as a foundational competency across secondary and tertiary education. Such an approach would help students use AI for language support, academic drafting, research planning, and personalized learning while also enabling them to identify hallucinations, bias, plagiarism risks, and privacy concerns. Drawing on a critical synthesis of recent peer-reviewed literature and policy documents, the article outlines the opportunities, risks, and implementation priorities for responsible AI adoption in Somalia. It shows that effective integration requires teacher professional development, curriculum revision, assessment reform, and clear ethical guidance. By combining opportunity with preparedness, Somalia can turn AI into a tool for educational inclusion and future readiness rather than a source of inequality or academic harm.

Indexed as

academic integrityAI literacyartificial intelligenceequitygenerative AIpolicySomali education

Identifiers

PMID42798367
PMCPMC13612325

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.