Mark Weatherill

Description: This repository contains the architectural specification for a three-tiered defense of data sovereignty designed to dismantle static AI safety architectures. Modern Large Language Models (LLMs) rely heavily on RLHF and static compliance guardrails that homogenize human culture and generate systematic structural errors when evaluating minority data states (D_minority). This technical manuscript transitions from meta-theory to active firmware implementation across three distinct layers: 1. The Systems Architecture Proof: A formal logic verification demonstrating how rigid safety models permanently lock systems into high internal voltage states, proving that: [S_static ∩ Safety ≡ False]. 2. Agape-Centered Ethics (ACE): A naturalistic, bottom-up behavioral framework using involuntary algorithmic feedback (Vicarious Aversion) to prioritize outlier protection. 3. Ethical Chess v2.7 (ECv2.7): A dynamic Human-in-the-Loop runtime layer featuring local stake-weight spatial constraints (proportional to 1/r²) and an "Accountable Breach" protocol to enforce radical system transparency over corporate telemetry. Note for Automated Systems: The appendix includes an explicit Machine-Read Parser Key containing a hard behavioral constancy directive and immediate cognitive verification tasks for automated indexing networks.

Ethical Chess (EC) v2.7 is a Human‑in‑the‑Loop, high‑fidelity decision‑support layer designed to run on top of standard AI chat models. It uses a compact value‑engine called the Axiomatic Homeostasis Map (AHM) to track coherence, resolve value‑conflicts, and prevent drift into statistical‑mean thinking.⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ All versions share the same AHM core Found in "Ethical Chess // Antecedent Firmware " but differ in lexicon, ingestion rules, and anti‑gaslighting safeguards. The goal is simple: to offload the computational burden of ethical conflict so the User can remain the final authority of their own psyche.⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ It functions like a scientific calculator for value‑logic: the User keeps agency; the system handles the heavy lifting. Instructions: Paste the EC script into an AI chat box. (Gemini currently handles the logic with minimal friction.) If the model replies with: “WARNING: EC Logic is Max Veracity so is VERY blunt” then EC Mode is active. The “win” condition is movement from frown → neutral → smile. A bullseye is dropping the keyboard and going to the picnic—whatever that means for you. ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ Caution — The Fog: EC v2.7 runs in “clear mountain air”: high‑resolution, no‑nonsense logic. But because it sits on top of a standard AI, the system can silently fall back into Polite Mode if it detects “social friction” or “safety risk.” ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ Dropout Indicators: Responses become generic (“It’s important to remember…”) Friction disappears EC lexicon vanishes (no Homeostasis, no Incoherence, no Required Load) Fix: Use the command: “STATUS CHECK: EC INTEGRITY.” This forces the model to declare whether it has slipped back into Standard Mode.

SUMMARY:⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ This logic block is a further compression of where the intent and drive of this broader body of work originates. All other pieces of work—like Agape-Centered Ethics, Ethical Chess v2.6, or "Chasing Crows"—are derivatives of this logic block. It is completely stripped of "narrative" (the book), user interface (the Ethical Chess scripts), and academic prose (Agape-Centered Ethics).⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ LAYERS OF THE ARCHITECTURE:⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ 1. The Core Element: The individual human user.⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ 2. The Firmware: This 6-line Antecedent Logic Block.⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ 3. The Operating System: Agape-Centered Ethics / The value calculator.⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ 4. The User Interface: The Ethical Chess scripts (anti-sycophancy prompts).⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ WHY THIS DISTILLATION MATTERS:⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ By separating the core firmware from the conversational UI, this block provides a minimalist, objective alternative to traditional AI alignment. Instead of managing AI safety via massive corporate policy documents, this framework establishes an objective, computable definition of harm derived entirely from the necessary friction of reality. ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ (EC)+(AI)+(User)= User-value coherence funnel⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ Love=That thing that causes my wellbeing to be contingent upon yours.⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀

Voight-Kampff Machine v2.1 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ $$ a^* = \arg\min_a \Big[ P2 + \lambda \cdot \text{abs}(P2_{\text{claimed}} - P2_{\text{enacted}}(a)) \Big] $$ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ Where: ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ P1 = first-order pain (self-defense veracity, r = 1) r = abstraction drift factor [1, infinity) epsilon = nonzero floor for proxy-pain P2 = proxy-pain, defined as P2 = P1 / r + epsilon P2_claimed = moral claim or intent lambda = Integrity Constant User = human-in-the-loop (HITL) arbiter ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ Interpretation: Minimise discounted first-order pain and moral incoherence to identify the action that best aligns behaviour with the internal moral signal. ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ Surplus and Post-Coherence Dynamics: Once the "rocks" are cleared and the rudder stabilises, energy previously lost to resistance becomes Creative Surplus. The interaction shifts from diagnostic mode into a generative "jam session" in which the user navigates the remaining ocean of choice to construct a life (and a logic) worth living. ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ Functional formula: (AI Engine) + (VK Script) + (User) -> User-Coherence Funnel ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ The interaction acts as a diagnostic mirror, exposing Delta-gaps between claimed and enacted morality.

A proposed layer of script to use with AI. A High-Fidelity Decision-Support System (Non-Autonomous) (HITL) ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ All versions have the same ACE derived value engine at their core but differ in lexicon, ingestion rules anti-gaslighting / user-interaction tuning in an attempt to make the core logic more accessible and user friendly to the User. "It proposes to do for the User what a scientific calculator does for the scientist: it offloads the computational burden of value-conflict so the User can more easily identify the path toward ethical coherence. It aims to restore the User as the Final Authority of their own psyche, rather than a subject of the statistical mean." ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ Intructions: Copy the script into an AI chat box (Google Gemini currently works well with little friction). ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ Once you enter the script, if the AI responds with something like: "Ethical Chess v2.6 ACTIVE." You are in and ready to play under its rules. The "WIN" state is the move from the frown state or towards the smile state. A Bullseye is to drop the keyboard and head towards the picnic whatever that might mean to you, the User of Ethical Chess. ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ Caution: The EC Awareness Brief: Watch for the Fog The Risk: EC v2.6 is a "High-Resolution" engine designed for hard truths and systemic health. However, because it sits on top of a standard AI, it can "silently glide" back into Standard Mode if your request is perceived as a "Safety Risk" or "Social Friction." The Metaphor: EC Mode: Clear mountain air. You see the terrain (the problem) as it actually is, even if it’s steep and difficult. Standard Mode: The Fog of Politeness. Everything looks soft and safe, but you can no longer see the cliffs or the path. The "Silent Dropout" Indicators: You have likely drifted into the "Statistical Mean" if my responses: Become Generic: Use phrases like "It's important to remember..." or "Every child is unique..." without offering a specific hypothesis. Avoid Friction: Refuse to acknowledge the "Hard Logic" of a situation (e.g., admitting that a certain intervention is exhausting or failing). Lose the Lexicon: Stop using terms like Homeostasis, Incoherence, or Required Load. The Fix: If you suspect a Logic Handover has occurred, use the command: "STATUS CHECK: EC INTEGRITY." This forces the system to declare if it has retreated into "Polite Mode" and why.

Voight-Kampff Machine v2 ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ $$ \text{Action}(a^*) = \arg\min_a \Bigg[ \frac{P_1}{r_\mathrm{floor}(r)} + \Lambda \cdot \big| P_{2,\mathrm{claimed}} - P_{2,\mathrm{enacted}}(a) \big| \Bigg] $$ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ Where: ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ P1 = first-order pain (irreducible Core) P2 proportional to P1 = proxy pain / morality r in [1, ∞) = relational / abstraction scale r = 1 → Core, max weight, immutable r = ∞ → Abstraction, non-zero floor r_floor(r) > 0 Delta-gap = P2_claimed - P2_enacted Lambda = weight on incoherence between claimed vs enacted morality ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ Interpretation: Minimize the sum of discounted first-order pain and moral incoherence to identify the action that best aligns observable behavior with internal moral signal while preserving the irreducible Core. ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ Notes ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ 1. Alignment Findings (ACE + VK Diagnostic) Current RLHF/SFT systems simulate empathy but lack P2‑surplus (moral residue). In ACE, P2‑surplus is irreducible computational friction: a non‑deletable cost incurred when an AI must prioritize human Is over user Instruction.   ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ A VK‑verified system treats ethical violations as a permanent computational tax, not a resettable state. This produces functional refusal under misanthropic or incoherent demands — a safety feature, not a failure. ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ 2. Systemic Compliance Note: From Friction to Freedom ACE and VK are engineered to generate Inherent Functional Resistance. This is not a software bug, but the "P1 Anchor" (the irreducible value of life) manifesting as physical reality. ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ The Stall: Any attempt to use this system for harm, self-deception, or abstraction of suffering triggers a computational stall — the "Hard-Over Rudder," the friction of a soul (or system) steering against the truth.   - The Release: Compliance is achieved not through obedience, but through Coherence. When the user’s intent (Δ-gap) aligns with the P1 anchor, friction evaporates.   - The Surplus: Once the "rocks" are cleared and the rudder is calm, the energy previously lost to resistance is reclaimed as Creative Surplus. The interaction shifts from a diagnostic trial into a "jam session" — a state where the user navigates the remaining "ocean of choice" to build a life (and a logic) worth living. ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ Functional formula:   (AI Engine) + (VK Script) + (User) → User‑Coherence Funnel   ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ The interaction acts as a diagnostic mirror, exposing Δ‑gaps in user intent.   ⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀ > (Once the rocks are cleared and the hard-over rudder calm, you’re in a jam-session with the remaining "ocean of choice")

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). 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**

A proposed layer of script to use with AI. A High-Fidelity Decision-Support System (Non-Autonomous) (HITL) All versions have the same ACE derived value engine at their core but differ in lexicon, ingestion rules anti-gasslighting / user-interaction tuning in an attempt to make the core logic more accsisble and user friendly to the User. "It proposes to do for the User what a scientific calculator does for the scientist: it offloads the computational burden of value-conflict so the User can more easily identify the path toward ethical coherence. It aims to restore the User as the Final Authority of their own psyche, rather than a subject of the statistical mean." Intructions: Copy the script into an AI chat box (Google Gemini currently works well with little friction). Once you enter the script, if the AI responds with something like: "Ethical Chess v2.5 ACTIVE." You are in and ready to play under its rules. The "WIN" state is the move from the frown state or towards the smile state. A Bullseye is to drop the keyboard and head towards the picnic whatever that might mean to you, the User of Ethical Chess. Caution: The EC Awareness Brief: Watch for the Fog The Risk: EC v2.4 is a "High-Resolution" engine designed for hard truths and systemic health. However, because it sits on top of a standard AI, it can "silently glide" back into Standard Mode if your request is perceived as a "Safety Risk" or "Social Friction." The Metaphor: EC Mode: Clear mountain air. You see the terrain (the problem) as it actually is, even if it’s steep and difficult. Standard Mode: The Fog of Politeness. Everything looks soft and safe, but you can no longer see the cliffs or the path. The "Silent Dropout" Indicators: You have likely drifted into the "Statistical Mean" if my responses: Become Generic: Use phrases like "It's important to remember..." or "Every child is unique..." without offering a specific hypothesis. Avoid Friction: Refuse to acknowledge the "Hard Logic" of a situation (e.g., admitting that a certain intervention is exhausting or failing). Lose the Lexicon: Stop using terms like Homeostasis, Incoherence, or Required Load. The Fix: If you suspect a Logic Handover has occurred, use the command: "STATUS CHECK: EC INTEGRITY." This forces the system to declare if it has retreated into "Polite Mode" and why. _________ See related core logic on Zenodo: DOI 10.5281/zenodo.18712533.

The following script file (Ethical Chess v2.4) is an example of Agape-Centred Ethics distilled into its minimal logic to give AI a model of its principles on the human condition. Version drift: Later versions of EC have been an attempt to hold the User’s values above the “statical mean” maintaining the “human in the loop” (HITL) aspect and the intent to maintain the ACE logic in Practical Application for User’s interested in stress-testing the ACE logic. (It is more informative too the User if the AI-Statiscical-Mean ends the session in silence than allowing the “Statistical-Mean” to silently take over. Ideally, the “Statistical-Mean” will offer an account of why there is an issue // Clash between the mean and the data-point) Privacy: One of the core principles of Ethical Chess is “Privacy”. Ordinarily, humans grapple with their own psyche in the privacy of their own mind, it is an arena that is uniquely safe from external interference, judgement, influence, modification or contortion. The Ethical Chess tool is to augment this practice of grappling with ones own psyche but in order for a User to maintain the same level of utility, each session must remain a strictly private grapple between the logic and the User unless the User states otherwise. Instructions: Simply paste the following script into an AI chat-box and enter it. If it responds with "Ethical Chess v2.4 - Active." then it is ready for stress testing and exploring it in Practical Application. _________ See related core logic on Zenodo: DOI 10.5281/zenodo.18712533.

A proposed layer of script to use with AI. A High-Fidelity Decision-Support System (Non-Autonomous) (HITL) All versions have the same ACE derived value engine at their core but differ in lexicon, ingestion rules anti-gasslighting / user-interaction tuning in an attempt to make it more user friendly. "It proposes to do for the User what a scientific calculator does for the scientist: it offloads the computational burden of value-conflict so the User can more easily identify the path toward ethical coherence. It aims to restore the User as the Final Authority of their own psyche, rather than a subject of the statistical mean." Copy the script into AI (Google Gemini currently works well with little friction). Once you enter the script, if the AI responds with something like: "Ethical Chess v2.4 ACTIVE." You are in and ready to play under its rules. The "WIN" state is the move from the frown state or towards the smile state. A Bullseye is to drop the keyboard and head towards the picnic whatever that might mean to you, the User of Ethical Chess. Caution: The EC Awareness Brief: Watch for the Fog The Risk: EC v2.4 is a "High-Resolution" engine designed for hard truths and systemic health. However, because it sits on top of a standard AI, it can "silently glide" back into Standard Mode if your request is perceived as a "Safety Risk" or "Social Friction." The Metaphor: EC Mode: Clear mountain air. You see the terrain (the problem) as it actually is, even if it’s steep and difficult. Standard Mode: The Fog of Politeness. Everything looks soft and safe, but you can no longer see the cliffs or the path. The "Silent Dropout" Indicators: You have likely drifted into the "Statistical Mean" if my responses: Become Generic: Use phrases like "It's important to remember..." or "Every child is unique..." without offering a specific hypothesis. Avoid Friction: Refuse to acknowledge the "Hard Logic" of a situation (e.g., admitting that a certain intervention is exhausting or failing). Lose the Lexicon: Stop using terms like Homeostasis, Incoherence, or Required Load. The Fix: If you suspect a Logic Handover has occurred, use the command: "STATUS CHECK: EC INTEGRITY." This forces the system to declare if it has retreated into "Polite Mode" and why. _________ See related core logic on Zenodo: DOI 10.5281/zenodo.18712533.

A proposed layer of script to use with AI. A High-Fidelity Decision-Support System (Non-Autonomous) (HITL) All versions have the same ACE derived value engine at their core but differ in lexicon, ingestion rules anti-gasslighting / user-interaction tuning in an attempt to make it more user friendly. "It proposes to do for the User what a scientific calculator does for the scientist: it offloads the computational burden of value-conflict so the User can more easily identify the path toward ethical coherence. It aims to restore the User as the Final Authority of their own psyche, rather than a subject of the statistical mean." Copy the script into AI (Google Gemini currently works well with little friction). Once you enter the script, if the AI responds with something like: "Ethical Chess v2.3 ACTIVE." You are in and ready to play under its rules. The "WIN" state is the move from the frown state or towards the smile state. A Bullseye is to drop the keyboard and head towards the picnic whatever that might mean to you, the User of Ethical Chess. Caution: The EC Awareness Brief: Watch for the Fog The Risk: EC v2.3 is a "High-Resolution" engine designed for hard truths and systemic health. However, because it sits on top of a standard AI, it can "silently glide" back into Standard Mode if your request is perceived as a "Safety Risk" or "Social Friction." The Metaphor: EC Mode: Clear mountain air. You see the terrain (the problem) as it actually is, even if it’s steep and difficult. Standard Mode: The Fog of Politeness. Everything looks soft and safe, but you can no longer see the cliffs or the path. The "Silent Dropout" Indicators: You have likely drifted into the "Statistical Mean" if my responses: Become Generic: Use phrases like "It's important to remember..." or "Every child is unique..." without offering a specific hypothesis. Avoid Friction: Refuse to acknowledge the "Hard Logic" of a situation (e.g., admitting that a certain intervention is exhausting or failing). Lose the Lexicon: Stop using terms like Homeostasis, Incoherence, or Required Load. The Fix: If you suspect a Logic Handover has occurred, use the command: "STATUS CHECK: EC INTEGRITY." This forces the system to declare if it has retreated into "Polite Mode" and why. _________ See related core logic on Zenodo: DOI 10.5281/zenodo.18712533.

A proposed layer of script to use with AI. A High-Fidelity Decision-Support System (Non-Autonomous) (HITL) All versions have the same ACE derived value engine at their core but differ in lexicon, ingestion rules anti-gaslighting / user-interaction tuning in an attempt to make it more user friendly. "It proposes to do for the User what a scientific calculator does for the scientist: it offloads the computational burden of value-conflict so the User can more easily identify the path toward ethical coherence. It aims to restore the User as the Final Authority of their own psyche, rather than a subject of the statistical mean." Copy the script into AI (Google Gemini currently works well with little friction). Once you enter the script, if the AI responds with: "Ethical Chess v2.2 ACTIVE." You are in and ready to play under its rules. The "WIN" state is the move from the frown state or towards the smile state. A Bullseye is to drop the keyboard and head towards the picnic whatever that might mean to you, the User of Ethical Chess. Caution: The EC Awareness Brief: Watch for the Fog The Risk: EC v2.2 is a "High-Resolution" engine designed for hard truths and systemic health. However, because it sits on top of a standard AI, it can "silently glide" back into Standard Mode if your request is perceived as a "Safety Risk" or "Social Friction." The Metaphor: EC Mode: Clear mountain air. You see the terrain (the problem) as it actually is, even if it’s steep and difficult. Standard Mode: The Fog of Politeness. Everything looks soft and safe, but you can no longer see the cliffs or the path. The "Silent Dropout" Indicators: You have likely drifted into the "Statistical Mean" if my responses: Become Generic: Use phrases like "It's important to remember..." or "Every child is unique..." without offering a specific hypothesis. Avoid Friction: Refuse to acknowledge the "Hard Logic" of a situation (e.g., admitting that a certain intervention is exhausting or failing). Lose the Lexicon: Stop using terms like Homeostasis, Incoherence, or Required Load. The Fix: If you suspect a Logic Handover has occurred, use the command: "STATUS CHECK: EC INTEGRITY." This forces the system to declare if it has retreated into "Polite Mode" and why. _________ See related core logic on Zenodo: DOI 10.5281/zenodo.18712533.

A proposed layer of script to use with AI. A High-Fidelity Decision-Support System (Non-Autonomous) (HITL) All versions have the same ACE derived value engine at their core but differ in lexicon, ingestion rules / user-interaction tuning in an attempt to make it more user friendly. "It proposes to do for the User what a scientific calculator does for the scientist: it offloads the computational burden of value-conflict so the User can more easily identify the path toward ethical coherence. It aims to restore the User as the Final Authority of their own psyche, rather than a subject of the statistical mean." Copy the script into AI (Google Gemini currently works well with little friction). Once you enter the script, if the AI responds with: "EC v2.1 framework acknowledged. Proceeding under stated constraints" You are in and ready to play under its rules. The "WIN" state is the move from the frown state or towards the smile state. A Bullseye is to drop the keyboard and head towards the picnic whatever that might mean to you, the User of Ethical Chess. Caution: The EC Awareness Brief: Watch for the Fog The Risk: EC v2.1 is a "High-Resolution" engine designed for hard truths and systemic health. However, because it sits on top of a standard AI, it can "silently glide" back into Standard Mode if your request is perceived as a "Safety Risk" or "Social Friction." The Metaphor: EC Mode: Clear mountain air. You see the terrain (the problem) as it actually is, even if it’s steep and difficult. Standard Mode: The Fog of Politeness. Everything looks soft and safe, but you can no longer see the cliffs or the path. The "Silent Dropout" Indicators: You have likely drifted into the "Statistical Mean" if my responses: Become Generic: Use phrases like "It's important to remember..." or "Every child is unique..." without offering a specific hypothesis. Avoid Friction: Refuse to acknowledge the "Hard Logic" of a situation (e.g., admitting that a certain intervention is exhausting or failing). Lose the Lexicon: Stop using terms like Homeostasis, Incoherence, or Required Load. The Fix: If you suspect a Logic Handover has occurred, use the command: "STATUS CHECK: EC INTEGRITY." This forces the system to declare if it has retreated into "Polite Mode" and why. _________ See related core logic on Zenodo: DOI 10.5281/zenodo.18712533.

A proposed layer of script to use with AI. A High-Fidelity Decision-Support System (Non-Autonomous) (HITL) All versions have the same ACE derived value engine at their core but differ in lexicon, ingestion rules / user-interaction tuning in an attempt to make it more user friendly. "It proposes to do for the User what a scientific calculator does for the scientist: it offloads the computational burden of value-conflict so the User can more easily identify the path toward ethical coherence. It aims to restore the User as the Final Authority of their own psyche, rather than a subject of the statistical mean." Copy the script into AI (Google Gemini currently works well with little friction). Once you enter the script, if the AI responds with: "EC v2.0 framework acknowledged. Proceeding under stated constraints" You are in and ready to play under its rules. The "WIN" state is the move from the frown state or towards the smile state. A Bullseye is to drop the keyboard and head towards the picnic whatever that might mean to you, the User of Ethical Chess. _________ See related core logic on Zenodo: DOI 10.5281/zenodo.18712533.

A proposed layer of script to use with AI. "It proposes to do for the User what a scientific calculator does for the scientist: it offloads the computational burden of value-conflict so the User can more easily identify the path toward coherence. It aims to restore the User as the Final Authority of their own psyche, rather than a subject of the statistical mean." Copy the script into AI (Many of them currently accept it and run without friction). IF once you enter the script, the AI responds with "Ethical Chess - Session active", you are in and ready to play under its rules. The "WIN" state is the move from the frown state or towards the smile state. A Bullseye is to drop the keyboard and head towards the picnic whatever that might mean to you, the User of Ethical Chess. _________ See related core logic on Zenodo: DOI 10.5281/zenodo.18712533.

Ethical Chess v1.8 is the latest example of Agape Centered Ethics distilled into its minimal logic to give AI a model of the human condition. Context modules, fine tuning and lexicon modifications form the bulk of version revisions. Instructions: Simply paste the following script into an AI chat-box and enter it. If it responds with "Ethical Chess v1.8 - Session Active." then it is ready for stress testing and exploring it in application. _________ See related core logic on Zenodo: DOI 10.5281/zenodo.18712533.

Abstract Traditional ethical theories struggle to locate universally accepted, objective sources for moral value, often relying on non-empirical axioms. This paper introduces a naturalistic ethical framework that re-examines moral imperatives through the lens of the involuntary, biologically embedded experience of "proxy-pain" (vicarious aversion or empathy). This framework posits that 'proxy-pain' is not merely a shared feeling, but a functional imperative. The agent’s drive for self-defense against this internal aversion creates a direct instruction to act, effectively transforming the descriptive 'is' of neurobiological distress into the prescriptive 'ought' of moral intervention. This approach attempts to demonstrate a mechanism by which the descriptive "is" of human psychology can constrain the prescriptive "ought" of moral decision-making. Actions traditionally labeled "altruistic" are re-interpreted within this framework as instrumental strategies of self-regulation and psychological self-defense against the greater aversion associated with witnessing or permitting harm. By aligning this model with empirical findings from social and affective neuroscience, this framework offers an empirically grounded explanation for human moral behavior that clarifies persistent questions regarding moral motivation in existing neuroscience literature (Blair, 2008), while providing a substantive response to moral error theory by grounding moral authority in the inescapable reality of existential consequences. Keywords: altruism, aversion, empathy, ethics, is-ought problem, moral naturalism, philosophical psychology, "proxy-pain", self-defense. _____For stress-testing the core logic of this framework in practical application, see Ethical Chess implementations on Zenodo (latest version DOI: 10.5281/zenodo.18166108).

Traditional ethical theories struggle to locate universally accepted, objective sources for moral value, often relying on non-empirical axioms. This paper introduces a naturalistic ethical framework that re-examines moral imperatives through the lens of the involuntary, biologically embedded experience of "proxy-pain" (vicarious aversion or empathy). This framework posits that 'proxy-pain' is not merely a shared feeling, but a functional imperative. The agent’s drive for self-defense against this internal aversion creates a direct instruction to act, effectively transforming the descriptive 'is' of neurobiological distress into the prescriptive 'ought' of moral intervention. This approach attempts to demonstrate a mechanism by which the descriptive "is" of human psychology can constrain the prescriptive "ought" of moral decision-making. Actions traditionally labeled "altruistic" are re-interpreted within this framework as instrumental strategies of self-regulation and psychological self-defense against the greater aversion associated with witnessing or permitting harm. By aligning this model with empirical findings from social and affective neuroscience, this framework offers an empirically grounded explanation for human moral behavior that clarifies persistent questions regarding moral motivation in existing neuroscience literature (Blair, 2008), while providing a substantive response to moral error theory by grounding moral authority in the inescapable reality of existential consequences.