The Tech > Emerging tech > Artificial Intelligence > AI Auditing - (8)

Projects, resources, and groups that audit public, democratic, or civic AI to ensure equitable and ethical outputs.

Recommended resources:

  • The Adversarial Algorithmic Auditing Guide by Eticas "focuses on adversarial or third-party algorithmic audits, where independent auditors or communities thoroughly examine the functioning and impact of an algorithmic system, when access to the system is restricted."

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Eticas Foundation

Eticas Foundation

New York, NY

Community-led AI Audits: Making AI Systems Fair & Accountable

https://eticasfoundation.org/
The Observatory of Algorithms with Social Impact (OASI)

The Observatory of Algorithms with Social Impact (OASI)

The OASI Register compiles information about algorithms with the aim of increasing public awareness and providing the necessary knowledge for an informed public conversation, and of making possible for experts and the public to search and analyse the use and social impact of algorithmic systems across the world.

https://eticasfoundation.org/oasi/register/
ForHumanity

ForHumanity

New York, USA

To examine and analyze the downside risks associated with the ubiquitous advance of AI & Automation, to engage in risk mitigation and ensure the optimal outcome… ForHumanity.

https://forhumanity.center/
Automating (In)Justice: An Adversarial Audit of RisCanvi

Automating (In)Justice: An Adversarial Audit of RisCanvi

Catalonia (Spain)

Eticas Foundation's adversarial audit of an AI-powered criminal justice tool, RisCanvi, that has been used in Catalonia since 2009 finds it "does not meet the required standards of reliability and fairness."

https://eticasfoundation.org/?audit-spotlight=the-adversarial-audit-of-riscanvi
MLCommons AI Safety

MLCommons AI Safety

The MLCommons AI Safety working group is composed of a global consortium of industry leaders, practitioners, researchers, and civil society experts committed to building a harmonized approach to AI safety.

https://mlcommons.org/ai-safety/
International Algorithmic Auditors Association (IAAA)

International Algorithmic Auditors Association (IAAA)

The IAAA is a community of practice that aims to advance and organize the algorithmic auditing profession, promote AI auditing standards, certify best practices and contribute to the emergence of Responsible AI.

https://iaaa-algorithmicauditors.org/
Eticas

Eticas

We now bring this decade’s worth of insights and our intellectual capital to scale with our automated audits, and proprietary demographic and geographic database used to ensure the validity (and compliance) of the outputs.

https://eticas.ai/
Eticas Consulting

Eticas Consulting

Eticas teams up with organizations to identify black box algorithmic vulnerabilities and retrains AI-powered technology with better source data and content.

https://www.eticasconsulting.com/