This paper provides an introductory overview of the Holographic Geometric Framework. It reframes the cosmological constant problem as an identification issue and treats the Cohen-Kaplan-Nelson (CKN) coefficient as a dynamic geometric boundary function rather than a phenomenological free parameter. The manuscript outlines the methodological principles of the five-part series, emphasizing a zero-free-parameter approach based on the encoding geometry of ideal causal boundaries.
Yiling Zhu (Sat,) studied this question.