Visibility Without Guidance: Measuring the Actionability of Public Crisis Communication in Lebanon
2026-06-16T07:23:51Z•256573fc3a1ff3d83f162dc4bf31c91ce78b94b4dda60304b580a5d2fc9f3d4a
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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