Transcription of ALGORITHMIC IMPACT ASSESSMENTS - …
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ALGORITHMIC IMPACT ASSESSMENTS - …
ALGORITHMIC IMPACT ASSESSMENTS : A PRACTICAL FRAMEWORK FOR PUBLIC AGENCY ACCOUNTABILITYD illon Reisman, Jason Schultz, Kate Crawford, Meredith WhittakerAPRIL 2018 Executive SummaryI. The ALGORITHMIC IMPACT Assessment ProcessA. Pre-acquisition reviewB. Initial agency disclosure requirementsC. Comment periodD. Due process challenge periodE. Renewing AIAsII. The Content of an ALGORITHMIC IMPACT AssessmentA. Establishing Scope: Define automated decision system Challenge: Drawing boundaries around systemsDefinitions and the EU General Data Protection RegulationB. Public notice of existing and proposed automated decision systems: Alert communities about the systems that may affect their livesChallenge: Trade secrecyC. Internal agency self- ASSESSMENTS : Increase the capacity of public agencies to assess fairness, justice, due process, and disparate impactOpportunity: Benefit to vendorsOpportunity: AIAs and public records requestsChallenge: Considering both allocative and representational harmsD.
consequences. The Algorithmic Impact Assessment (AIA) framework proposed in this report is designed to support affected communities and stakeholders as they seek to
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