Official name: Republic of Ghana National Artificial Intelligence Strategy: 2023-2033
Creates a National AI Strategy to accelerate Ghana's development through responsible AI use. Establishes a Responsible AI Office to implement the strategy, coordinates stakeholders, and ensures ethical AI deployment. Identifies key pillars like AI education, digital infrastructure, data governance, and public sector AI adoption for growth.
Analysis summaries, actor details, and coverage mappings were LLM-classified and may contain errors.
This is a national AI strategy document that provides recommendations, guidance, and a framework for AI development in Ghana. It uses predominantly voluntary and aspirational language ('should', 'recommend', 'aims to') without establishing binding legal obligations, enforcement mechanisms, or penalties for non-compliance.
The document has good coverage of approximately 10-12 subdomains, with strong focus on governance failure (6.5), lack of robustness (7.3), lack of transparency (7.4), unfair discrimination (1.1), privacy compromise (2.1), security vulnerabilities (2.2), false information (3.1), increased inequality (6.2), and power centralization (6.1). Coverage is concentrated in governance, system safety, discrimination, and socioeconomic domains.
The strategy governs AI adoption across multiple sectors with explicit focus on healthcare, agriculture, transportation, energy, financial services, environment, education, and public administration. The document provides comprehensive guidance for AI implementation across Ghana's economy with particular emphasis on public sector transformation and key economic sectors.
The document covers all stages of the AI lifecycle with particular emphasis on Build and Use Model, Deploy, and Operate and Monitor stages. It addresses planning through strategic frameworks, data collection through open data initiatives, model development through education and research programs, validation through ethical guidelines, deployment through sector adoption, and monitoring through the proposed Responsible AI Office.
The document uses the broad term 'artificial intelligence (AI)' and 'machine learning (ML)' throughout but does not explicitly define or distinguish between AI models, AI systems, frontier AI, general purpose AI, task-specific AI, foundation models, generative AI, predictive AI, open-weight models, or compute thresholds. The focus is on AI as a general-purpose technology and its applications.
The document explicitly states that the Government of Ghana through the Ministry of Communications and Digitalisation led the development with support from international partners. The Data Protection Commission collaborated in the development process.
The document proposes establishing a Responsible AI Office to lead implementation and coordinate stakeholders. Existing institutions like the Data Protection Commission and Cyber Security Authority are assigned enforcement roles for data governance policies.
The proposed Responsible AI Office is explicitly tasked with ongoing monitoring and evaluation of Ghana's AI efforts, including quarterly monitoring and measurement of the National AI Strategy implementation.
The strategy targets multiple stakeholder groups including AI developers and start-ups, public sector agencies adopting AI, educational institutions, and the broader Ghanaian population. The document addresses AI ecosystem development across all sectors.
11 subdomains (1 Good, 10 Minimal)