Resources & Insights
Public materials explain the governance category, the public principles, and the assessment approach. Protected implementation details are not disclosed.
Featured executive resources
Executive brief
A concise executive introduction to HIRE Review™, the human-consequence governance problem it addresses, what the assessment examines, how the review works, and what organizations receive.
Download Executive BriefOpen Executive BriefGovernance overview
An introduction to Humility, Integrity, Respect, and Empathy as the public governance foundation of HIRE, including how the principles apply when AI may influence human judgment, treatment, access, opportunity, or wellbeing.
Explore the HIRE Principles™Executive guide
25 executive questions covering why HIRE exists, how it differs from existing governance approaches, where it fits, what a HIRE Review™ involves, confidentiality, trust, IP protection, and commercial engagement.
Download Full GuideResearch & intellectual foundation
Research paper
An SSRN working paper presents the conceptual foundations. Its publication does not establish scientific proof, independently validated effectiveness, or regulatory endorsement.
Read on SSRNThought leadership
Essays
Essays on human judgment, human oversight, AI conduct, governance evidence, and consequential applications across education, hiring, healthcare, and finance.
Read on SubstackSelected articles
A connected field of inquiry linking AI behaviour, the formation of human judgment, and the evidence organizations need to govern consequential interactions.
Explore insightsBook
The ideas behind the wider inquiry into values, behaviour, and governance at scale.
View on AmazonEngage
Start with a conversation about the AI use case, the people who rely on its output, and the people it may affect.