Who Audits the Auditors? Recommendations from a Field Scan of the Algorithmic Auditing Ecosystem

Through a field scan, this paper identifies emerging best practices as well as methods and tools that are becoming commonplace, and enumerates common barriers to leveraging algorithmic audits as effective accountability mechanisms.