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I've always believed that the hardest problems in AI aren't technical; they're architectural. We keep building systems that can't explain themselves, can't prove their own integrity, can't handle uncertainty without either freezing or lying. And then we act surprised when we don't trust them.
A constitutional, economic, and social restoration framework that exposes and corrects systemic misuse of power through lawful reinvestment, transparency, and economic modeling. Every act of justice is tracked, verified, and restored through the A.B.E. Engine (CIRI + CIBS).
AI-powered pattern recognition system for better decision-making. Helps users identify behavioral patterns, simulate consequences, and interrupt self-sabotage with ethical guardrails.
EHTYGA is an open-source, human-centered content tool designed to synthesize persuasive messaging while critically filtering for cognitive manipulation. It algorithmically identifies rhetorical techniques—scarcity, urgency, fear—that often erode trust, nudging creators toward ethically sound communication.
A single-file, browser-only laboratory for probing the moral reasoning of Large Language Models through Kantian deontology, utilitarian ethics, and four companion framings.
This repository hosts an **open, fully synthetic demo** of KeelerApp’s analytical framework for political data interpretation — modeling how **tone**, **topic**, and **scope** (local vs. national) affect *split-ticket voting* behavior in an urban municipality.
SECE is an open, modular framework for modeling emotion in artificial systems. It introduces an analog-inspired emotional architecture built around resonance, drift, valence, and continuous emotional fields.
🧺 Privacy-first social care case management system. Ethical data handling with federated learning, consent management, and pseudonymization. Built for digital inclusion & human dignity.