New Regulatory Guidance in the UK on Explaining AI-Based Decision-Making
7 June 2020
- The first part is aimed at the organization’s Data Protection Officer and compliance teams, outlining key terms and concept associated with AI and the applicable laws relating to automated decision-making. The guidance distinguished between solely automated and assisted decision making. With regards to solely automated decisions, the guidance reiterates the requirements under the GDPR and requires organizations to proactively give information explaining the logic behind the decision-making process and to enable individuals to exercise their rights to access meaningful information and to object to automated decision-making. The guidance addresses industry concerns that explainablity and transparency requirements may disclose commercially sensitive materials about AI systems, and states that disclosure of in-depth information, such as code or algorithms, is not required for compliance.
- The second part is aimed mainly at technical teams, considering how organizations can decide upon the appropriate models for explaining their AI based decision-making processes. The guidance sets out suggestions on six tasks that may help in designing explainable AI systems and deliver appropriate explanation to individuals, according to the needs of the individuals, sector, personal data involved and the nature and effect of the decision in question.
- The third part is aimed at senior management in the organization. The guidance covers the roles, policies, procedures and documentation required to ensure organizations are able to provide meaningful explanations to individuals who are subject to AI based automated decision-making. The guidance acknowledges that many organizations will not build their own AI systems, and will rely on systems designed by third-parties. According to the guidance this shall not affect their obligation, and such organizations shall be able to explain the decision- making process of the systems they use, in order to meet their obligations as controllers under the GDPR and DPA.
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