Spillover Effect Details
- Policy
-
EU AI Act
- Alternative
-
AI Ethics and Impact Assessment Framework for SMEs
- Dimension
- Health
- Criteria
-
- Patient outcomes improvement
- Time Frame
- 30
- Score
-
- PositiveImpact
- The framework could significantly enhance the understanding of ethical AI practices among SMEs, leading to improved patient outcomes through competent, compliant AI applications in healthcare. Better AI ethics can reduce biases, privacy violations, and decision-making errors in medical settings, facilitating more equitable and effective health services that benefit future generations.
- NegativeImpact
- If the framework lacks robust enforcement mechanisms, it may result in superficial compliance and ethical practices that do not translate into tangible outcomes, leaving gateway issues unaddressed and perpetuating health disparities. SMEs may operate at different levels of adherence, potentially resulting in a patchwork of quality and safety in AI healthcare solutions, which can harm patients in the long run.
- Description
- The proposed framework for SMEs is a well-intentioned initiative that aims to ensure ethical AI development processes. However, it may encounter a fundamental issue where SMEs struggle with the resource allocation and understanding required for effective compliance. Without mandatory enforcement, the framework may lead to minimal or inconsistent improvements in AI accountability and transparency. While it aims to create a trustworthy AI environment, the nuanced realities of small businesses may dilute its impact, resulting in risks for patients and undermining the overall health policy framework.