The principle "Ethical principles and democratic prerequisites" has mentioned the topic "fairness" in the following places:

    (d) Justice, equity, and solidarity

    (d) justice, equity, and solidarity

    (d) Justice, equity, and solidarity

    AI should contribute to global justice and equal access to the benefits and advantages that AI, robotics and ‘autonomous’ systems can bring.

    (d) Justice, equity, and solidarity

    discriminatory biases in data sets used to train and run AI systems should be prevented or detected, reported and neutralised at the earliest stage possible.

    (d) Justice, equity, and solidarity

    Discriminatory biases in data sets used to train and run AI systems should be prevented or detected, reported and neutralised at the earliest stage possible.

    (d) Justice, equity, and solidarity

    We need a concerted global effort towards equal access to ‘autonomous’ technologies and fair distribution of benefits and equal opportunities across and within societies.

    (d) Justice, equity, and solidarity

    This includes the formulating of new models of fair distribution and benefit sharing apt to respond to the economic transformations caused by automation, digitalisation and AI, ensuring accessibility to core AI technologies, and facilitating training in STEM and digital disciplines, particularly with respect to disadvantaged regions and societal groups.

    (f) Rule of law and accountability

    Rule of law, access to justice and the right to redress and a fair trial provide the necessary framework for ensuring the observance of human rights standards and potential AI specific regulations.

    (f) Rule of law and accountability

    Rule of law, access to justice and the right to redress and a fair trial provide the necessary framework for ensuring the observance of human rights standards and potential AI specific regulations.

    (f) Rule of law and accountability

    The whole range of legal challenges arising in the field should be addressed with timely investment in the development of robust solutions that provide a fair and clear allocation of responsibilities and efficient mechanisms of binding law.