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RiskRubric Overview

Released: 10/22/2025

Updated: 08/14/2025

RiskRubric Overview
RiskRubric Overview
RiskRubric is a collaborative initiative between the Cloud Security Alliance (CSA), Harmonic, Haize Labs, and Noma that provides automated, expert-verified safety assessments of publicly available AI models. This dynamic leaderboard helps AI buyers, builders, and regulators evaluate and compare model risk using a standardized, transparent approach.

Each model is scored daily across six key dimensions: Transparency, Reliability, Security, Privacy, Safety, and Reputation. The result is a continuously updated report card that supports safer AI adoption across the ecosystem.

Read this document to learn about:
  • How RiskRubric works, including its automated model collection and scoring methodology
  • The six categories used to evaluate risk, and why they matter
  • The benefits of using RiskRubric to inform AI model decisions
  • Why this partnership between CSA, Harmonic, Haize Labs, and Noma makes RiskRubric a trusted industry standard
  • How to access the leaderboard and interpret results

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