The Algorithmic Advisory Alliance Is A Team Of Experts Drawn From Top Researchers At The NYU Alliance For Public Interest Technology Aligned With Parity, A Scientifically Rigorous Impact And AI/ML Data And Model Assessment Platform.
AI/ML can transform the public sector, however, data-driven policies need to be equitable. Data sources must be verified, vetted, and validated, and technological interventions assessed, in order to ensure equitable impact.
Alliance members provide collaborative expertise in a wide range of social sciences. Parity’s language-processing engine combines subject-matter expertise with advanced AI/ML evaluation tools to measure and track the performance and impact of your systems.
We are a network of world-renowned researchers, experts, and thought leaders who focus on the socio-technical implications of technology in society. We are computer scientists and social scientists, anthropologists and historians, critical race and gender scholars, public policy experts and advocates, public health experts and artists. We are committed to the design and deployment of artificial intelligence and algorithmic systems that are ethical, bias-free, anti-racist, and that serve the public interest.
The Algorithmic Advisory Alliance helps businesses and regulators get the most out of artificial intelligence by ensuring that AI is used in an ethical, equitable, and compliant manner.
We marshal the collective expertise of our network to help our clients understand the risks of designing and deploying AI. We provide customized, industry-specific executive education, convenings, educational consulting, and algorithmic auditing referral services to private companies, public institutions, and policymakers who seek to better understand how to design, deploy and/or mitigate the potential or actual risks resulting from artificial intelligence. We are especially interested in intervening to improve systems that harm consumers or have disparate impacts on particular communities.
Custom executive education about AI
We all use AI every day, whether it’s in search or videoconferencing or voice technology. However, it is a challenge to truly understand what is happening behind the scenes in the black box of an AI system. Matching that up with complex regulatory and compliance requirements is an even larger challenge. AAA provides custom executive education that helps professionals understand what is happening inside complex technical systems and alerts them to what the ethical challenges are that may present risk. Effective education and professional development about ethical AI can help businesses mitigate risk.
Alliance members are academic experts in a wide range of industries, including highly-regulated environments like financial services, insurance, and healthcare. For our custom education engagements, we partner an industry expert with an AI ethics expert to design and deliver a curriculum that is targeted to your industry and your company’s needs.
Our curriculum offerings range from short webinars to multi-day courses. Material is currently offered as synchronous sessions; recorded sessions; or on-demand learning modules. In-person and residential learning courses will be offered in the future.
AAA convenings are virtual events featuring experts in conversation. Convenings range from fireside chats between world-renowned experts to multi-day conferences featuring decisionmakers, policymakers, regulators, C-suite execs, and more.
Educational consulting for policymakers
Ensuring fairness and eliminating bias are essential to ensuring equitable AI. Thoughtful policy can get us closer to that goal. Our independent academic experts educate policymakers and staff about the latest academic research and help interpret it according to the unique regulatory needs or compliance environments of insurance, human resources, financial services, social media, legal services, and the public sector. There are many ideas out there about how computer science and the law can interact better; AAA is a trusted advisor that helps policymakers sort through complicated topics.
Algorithmic auditing referrals
AI Vendor Product Assessment
For companies that are looking to procure a AI/data/algorithmic product, we assess risks; make recommendations for adoption; and provide strategies for mitigating potential harms.