Visibility Without Guidance: Measuring the Actionability of Public Crisis Communication in Lebanon

2026-06-16T07:23:51Z256573fc3a1ff3d83f162dc4bf31c91ce78b94b4dda60304b580a5d2fc9f3d4a
AI-governanceAI-literacyAI-riskLLMLearnOptLebanonWILDFIREIAactionabilityagentic-AIarxivbenchmarkcitizen-sciencecommons-governed-AIcrisis-communicationdatasetsdeepfakeseducationgender-differencesknowledge-graphreproducible-researchshame-and-guiltwildfire-prediction

What happened

This record is an arXiv cs_cy feed (multiple new submissions) covering research across crisis communication, AI literacy and misuse, AI governance, agentic AI risk, educational analytics, citizen-science infrastructure, and environmental risk modeling. Key highlights: (1) An actionability audit of 182 public crisis communications in Lebanon found poor actionable guidance (mean score 1.98/5; 46.7% scored 0–1; 89.6% lacked access/contact info). (2) An AI literacy workshop study reports gender differences in baseline attitudes and deepfake behaviours (males more likely to create/share deepfakes);

Why it matters

A reviewed impact interpretation has not been published for this record.

Evidence and limitations

Source ID
arxiv_cs_cy
Record identifier
256573fc3a1ff3d83f162dc4bf31c91ce78b94b4dda60304b580a5d2fc9f3d4a
Enrichment time
2026-06-16T07:23:51Z
AI-assisted enrichment
Yes

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