care-reference

The CARE governance framework structures AI strategy through the Dual Plane Model, which separates governance planes to guide policy design. It provides a concise reference for understanding how the Mirror Thesis and Human-on-the-Loop concepts integrate into implementation discussions.

To apply Human-on-the-Loop competencies during AI governance reviews, reference the six human competencies distilled from the CARE Core Thesis. This framework guides strategy discussions by defining specific human oversight roles within automated systems.

Yes, the CARE framework integrates with EATP, COC, and Kailash architecture. The reference provides high-level explanations of these relationships, enabling quick lookups of how governance concepts connect across different systems during onboarding and policy design.

You need to consult foundation documents in the repository when discussions require deeper depth beyond concise, high-level explanations. This governance reference is self-contained for rapid consultation but directs users to original texts for comprehensive analysis of the Mirror Thesis.

Yes, you can use this CARE reference for onboarding new team members to AI governance. It provides high-level explanations of the Dual Plane Model and six human competencies suitable for governance reviews and policy design discussions.