Related Experiment Video
Updated: Nov 8, 2025
05:21
Characterization of the Sense of Agency over the Actions of Neural-machine Interface-operated Prostheses
Published on: January 7, 2019
8.1K
Enhancing trust in AI through industry self-governance
Joachim Roski1, Ezekiel J Maier1, Kevin Vigilante1
1Booz Allen Hamilton, Washington, DC, USA.
Summary
To prevent another "AI Winter" in healthcare, industry self-governance and clear standards are crucial. This approach builds user trust in artificial intelligence (AI) solutions by mitigating risks and verifying adherence through certification.
Area of Science:
- Health Informatics
- Artificial Intelligence
- Risk Management
Background:
- Artificial intelligence (AI) holds significant promise for analyzing vast health data.
- Past enthusiasm for AI has been followed by
- AI Winters,
Purpose of the Study:
- To explore strategies for preventing a potential AI Winter in healthcare.
- To propose industry self-governance models for AI development and implementation.
- To enhance trust in AI solutions within the healthcare sector.
Main Methods:
- Literature review of AI risks and mitigation strategies.
- Description of a stakeholder-driven process for developing AI standards.
- Discussion of certification and accreditation for verifying adherence to standards.
Main Results:
- Identified risk of another AI Winter due to unmet expectations and declining user trust.
- Outlined a framework for industry self-governance in AI.
- Proposed certification/accreditation as mechanisms for verifying AI standards.
Conclusions:
- Industry self-governance is vital to complement existing regulations for comprehensive AI governance.
- Developing and enforcing AI standards can mitigate risks and foster user trust.
- Collaborative efforts among developers, users, and regulators are essential to maintain trust in AI and prevent future AI Winters.
Related Concept Videos
01:25Ethical Standards I
1.2K
The American Nurses Association (ANA) created and implemented the first nationally accepted Code of Ethics for Nurses with Interpretive Statements. The Code of Ethics is a living document regularly updated by the ANA and establishes an ethical standard that is non-negotiable for nurses in all roles and settings.
The Code of Ethics provisions outline the nurse's duty to the patient, the healthcare team, the profession, and society. The Code's fundamental principles include advocacy,...
The Code of Ethics provisions outline the nurse's duty to the patient, the healthcare team, the profession, and society. The Code's fundamental principles include advocacy,...
1.2K
01:16Non-equilibrium in the Cell
5.1K
An important concept in studying metabolism and energy is that of chemical equilibrium. Most chemical reactions are reversible. They can proceed in both directions, releasing energy into their environment in one direction, and absorbing it from the environment in the other direction. The same is true for the chemical reactions involved in cell metabolism, such as the breaking down and building up of proteins into and from individual amino acids, respectively. Reactants within a closed system...
5.1K
01:25Self-Regulation
86
Self-regulation, also known as self-control, encompasses a range of cognitive and behavioral processes that allow individuals to adjust their internal states and outward actions to align with socially acceptable norms and long-term goals. It plays a fundamental role in adaptive functioning, from resisting impulsive behaviors to persisting through challenging tasks. While its benefits are widely recognized, self-regulation is not limitless. Muraven and Baumeister's theory posits that...
86
01:29Issues And Trends In Healthcare Delivery System
5.9K
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
5.9K
01:03Drug Control Governance: Regulatory Bodies and Their Impact
341
Drug control governance involves the oversight and regulation of pharmaceuticals to ensure their safety and efficacy while preventing illegal drug use and trafficking. Regulatory bodies, including the US Food and Drug Administration (FDA) and the European Union's European Medicines Agency (EMA), play a central role in this process. These agencies evaluate the safety and efficacy of drugs before they can be marketed. They fund clinical trials and assess the benefits and risks associated with...
341
01:23Ethical Standards II
1.0K
Ethical standards are the backbone of nursing practice, guiding nurses as they interact with patients, families, and colleagues. These standards are crucial for providing safe, empathetic care centered on the patient's needs.
Nurses are entrusted with upholding various ethical principles and standards. Nurses forge solid therapeutic relationships using trust, empathy, autonomy, confidentiality, and professional competence.
Confidentiality is crucial, embodying respect for individual privacy...
Nurses are entrusted with upholding various ethical principles and standards. Nurses forge solid therapeutic relationships using trust, empathy, autonomy, confidentiality, and professional competence.
Confidentiality is crucial, embodying respect for individual privacy...
1.0K