The importance of multi-stakeholder collaboration in the development and use of AI systems AI development should be informed by and involve public participation, particularly from those groups who are most affected by its use. In addition, AI development should involve collaboration between different stakeholders, including governments, civil society organizations, academia, […]

The importance of human rights impact assessments in the development and use of AI systems AI developers and users should conduct human rights impact assessments (HRIA) to identify and mitigate potential risks and negative impacts. As such, HRIA of AI systems needs a meaningful engagement of individuals who are most […]

The importance of human-centeredness in the development and use of AI systems Despite the increasing automation levels enabled by AI, the common threat among the various systems is the absence of the human element. Thus, the long-term success of AI depends on our recognition of the importance of people in […]

The importance of proportionality in the development and use of AI systems The proportionality principle in international law stipulates that an action’s legality shall be determined based on the respect of the balance between the objective and the methods and means utilized and the action’s consequences. Proportionality in AI systems […]

The importance of ethical considerations in AI systems The development and use of AI should be grounded in ethical principles, including respect for human rights, social justice, and the public good/beneficence. Respect for persons focuses on two major ethical convictions: everyone’s autonomy and the protection of those with reduced autonomy. […]

The importance of human oversight in AI systems AI should be designed and used in a way that ensures that humans remain in control and that AI does not undermine human autonomy or decision-making. This is particularly in areas where their use could have significant impacts on human rights, in […]

The importance of freedom of expression in AI systems AI systems should be developed and used in a way that respects individuals’ right to freedom of expression, including their right to access and share information and opinions without interference. Since everyone has a right to freedom of expression and opinion, […]

The importance of security in AI systems AI systems should be designed and used in a way that ensures their security, including protection against cyber-attacks and unauthorized access. Data security has increasingly become an important element of any AI system since these systems usually depend on large quantities of data […]

The importance of prohibiting mass surveillance in AI systems AI systems should not be used for the purpose of mass surveillance, or the collection and analysis of personal data without prior consent or a legitimate legal basis. Prohibiting mass surveillance in AI systems is important for mitigating the high risks […]

The importance of privacy and data protection in AI systems AI systems should be developed and used in a way that respects an individual’s right to privacy, including the protection of personal data and the right to control the use of one’s personal information. Personal data has increasingly become a […]

The importance of redress and remedy in AI systems Mechanisms should be in place to ensure that individuals and communities have access to effective redress and remedy for harms caused by AI systems. Permitting private redress mechanisms against companies helps to ensure that there is effective enforcement of rules by […]

The importance of accountability in AI systems Those responsible for the development and deployment of AI should be accountable for its impact on society, and mechanisms should be in place to hold them accountable, including any harm caused to individuals or communities. Accountability is important for ensuring that developers, deployers, […]