Tools
Tools and frameworks
The Hub develops open tools and frameworks for responsible AI in the built environment.
BEAR
The Built Environment AI Risk repository catalogues entries documenting how AI systems can fail, mislead, or cause harm across the sector. It is a living, openly accessible resource, continually updated as new risks emerge.
BRIEF
The Built Environment Responsible AI Competence Framework (BRIEF) defines knowledge, skills, and behaviour statements across seven dimensions, setting out what built environment professionals need to demonstrate for responsible AI adoption. BRIEF emerged from the Hub's AI4QS initiative and now anchors the Competence pillar. The platform is now open for pilot use.
- Available
77-statement framework
Knowledge, skills, and behaviour statements organised across seven dimensions.
- Available
Competence Relevance and Depth Model (CRDM)
The model that determines which competences apply to a professional role and at what depth.
- Available
BRIEF Platform
An interactive platform bringing the framework to life. Describe your role and context, and it determines which competences apply to you, at what depth, and why.
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