… A new industry is envisaged: Auditing and Assurance of … We also anticipate the nature and
scope of the auditing levels and … key areas necessary to perform auditing and assurance, and …

… As with financial audits, we envisage that algorithm auditing will increasingly become a
legal requirement as the AI regulatory landscape continues to evolve. However, granular …

… in the context of broader research working toward algorithmic justice. … review reports what
previous algorithm audits have done (RQ1) and what remains to be done in future audits (RQ2)…

… our Ethical AI Algorithm Audit framework is composed of two functions. First an ethical algorithm
must … Second, an ethical algorithm must pass an audit procedure that would analyze the …

… area of Algorithm Audit. The following sections present the key components that cover the
Algorithm Audit research and practice, namely: algorithms, verticals of auditing, mitigation …

… algorithm audit methodology, including the history of audit studies in the social sciences from
which this method is derived; a summary of key algorithm audits … algorithm audits, and in …

… To help inform our broader project — toward designing ways to facilitate more effective
everyday algorithm audits — we also iterated on other aspects of the workshop implementation …

… are often combined to work towards a single decision. In such situations, solely auditing an
algorithm itself would make no sense. Understanding the context of an algorithm requires an …

… lies ahead, toward bridging the gaps between formal auditing … algorithm auditing may be
most powerful when audits are … process model of everyday algorithm audits inform a series …

… We are convinced that success on the path towards a framework for algorithm auditing and
… refinement of auditing processes should routinely be accompanied by trial audits. In trial …