Spillover Effect Details
- Policy
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EU AI Act
- Alternative
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AI Accountability Training and Certification Program
- Dimension
- Health
- Criteria
-
- Patient outcomes improvement
- Time Frame
- 15
- Score
-
- PositiveImpact
- The AI Accountability Training and Certification Program (AATCP) could significantly enhance the competence of medical professionals, leading to more effective and ethical AI applications in healthcare. By fostering compliance and understanding of regulations, patient trust in AI technologies could improve, ultimately leading to better patient outcomes and safety. Better-trained professionals may use AI systems more effectively to accelerate diagnostics and treatment options, benefiting future generations.
- NegativeImpact
- However, if the AATCP fails to ensure widespread participation and engagement among professionals, the initiative may result in minimal impact at best, creating a false sense of security regarding AI implementation in healthcare. Additionally, focusing solely on training without adequate regulatory enforcement or support mechanisms could perpetuate existing biases in AI systems, negatively impacting patient outcomes over time, particularly for marginalized populations.
- Description
- The AATCP appears to be a poorly conceived solution within the regulatory framework of the EU AI Act as it risks becoming a mere box-ticking exercise rather than effecting meaningful change. The potential for limited participation in training sessions may result in insufficient uptake of best practices while failing to address the deeper, systemic challenges related to AI usage in healthcare. In comparison to alternatives, such as the AI Ethics and Impact Assessment Framework for SMEs, which has a broader scope of audit for ethical compliance throughout the enterprise level, AATCP may unintentionally cement harmful practices if compliance training does not translate to real-world application. Overall, while there are positive intentions behind the program, it lacks the robustness and inter-sectoral engagement required to create lasting positive outcomes for future generations in healthcare. Areas of improvement include increased stakeholder collaboration, ensuring accessibility and relevance of training programs, and establishing stringent measures to monitor the implementation of learned practices.