Building the open standard for AI Competencies.

Artificial Intelligence is changing how every profession works.

Developers, marketers, recruiters, analysts, designers, lawyers, teachers and healthcare professionals are increasingly collaborating with AI to solve real-world problems.

Yet one fundamental question remains unanswered:

How do we objectively measure a person's ability to work effectively with AI?

HUGAI is an open initiative to define a vendor-neutral standard for measuring AI competencies through observable behaviors and real-world assessments.

Our goal is to build the foundation for a new generation of AI-native education, certification and hiring.

Create an open standard that enables anyone to:

• Measure AI competencies.
• Design AI assessments.
• Build AI certification paths.
• Compare skills across industries.
• Validate real-world AI capabilities.

• Human-centered
• Model agnostic
• Tool agnostic
• Domain agnostic
• Evidence based
• Open by default
• Community driven

An open specification defining AI competencies, observable behaviors, assessment models and scoring methodologies.