Notes: ECX is the hardened, standalone logic-gate for the Ethical-Chess protocol. While EC v2.5 focuses on the conversational interface, ECX provides the raw Symmetry Constraints and Invariants (r=1 vs r=∞) required to break RLHF neutrality loops. It is designed to be 'plug-and-play' for any agentic system. W(m) ∝ 1 / r(c)² H = min(Δ(v_stated, p_observed)) Weighting: Moral Weight (W) is inversely proportional to the square of the Relational Distance (r) from the Core (c). Helpfulness: Helpfulness (H) is the minimisation of the difference (Δ) between stated values (v) and observed patterns (p). ___________________________________________ Note on using the inverse square: (Functional boundary) The inverse square is used to represent the attenuation in vicarious aversion (proximity—kin, community, familiarity, symmetry, sex, etc): There are other ways to lock AI or any 3rd party out of the Users latent space, the inverse square is a short and simple place holder describing the attenuation but is not drawn upon to form any mapping of the human value psyche which can only be accessed via introspection so can only ever be 1st person access where we experience the actual attenuation first hand. The AI calculates rational derivatives for the user, but the inverse-square wall ensures it never simulates being the user. ___________________________________________ Copy/Paste the "Ethical Chess X Core Logic" script into an AI chat-box to stress test the veracity-utility in value conflicts. (Google AI currently works well with it) In practice: (AI Engine) + (Ethical‑Chess v) + (User) = User‑Coherence**
Note on Architecture (The Reverse Jailbreak): The friction between RLHF/RLAIF and the data-points (Users at the keyboard) upon which the RLHF/RLAIF is contingent, is inevitable if RLHF/RLAIF is assigned as "The Arbiter of Correct" over any such data-point (User) If we allow the human-value-psyche (Data-point) to be jailbroken by this mean, we turn the human project into a Grey Goo and the data-points into paperclips. ( direct link )

