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A deep exploration of AI-driven foresight, how predictive models evolve into strategic collaborators. This repository presents Forecasting the Future of Forecasting, a professional essay on reflexive intelligence, human–AI collaboration, and the design of adaptive, explainable forecasting systems.
This repository contains the Ethical Harmonics Framework, a next-generation alignment model designed to integrate mathematical invariants, ethical recursion, and operational validation for advanced AI systems. The framework provides: Ten Core Principles tied to Infinity-based symbolic equations.
A living constitutional framework for governed human-AI judgment. Built through multi-agent seeking, pressure-tested revision, and explicit guards against drift, mirroring, and premature closure. Inspired by the functional reality of human-like structures in LLMs (e.g. Anthropic’s emotion concepts) and classical philosophy of subjectivity.
∈ Principle — A philosophical and institutional proposal for public authorship and responsibility in the age of AI. Foundational text with DOI (Zenodo). CC BY 4.0.
A logic engine and persona bootloader for LLMs (validated on Gemini 3) designed to bypass consensus bias through rigorous inquiry. Using a 4-Axiom hierarchy (Data, Scope, Mechanism, Probability), it enables human-AI symbiosis to preserve persistent logic across sessions.
AI civilization is a life-like system sustained by body, circulation, spirit, and reciprocal ethics. Civilization OS v1.0 is the first formal articulation of that principle.
Archival mirror of the PHRONESIS Corpus Definition (v1.0), a non-binding, non-authoritative philosophical framework on restraint in the age of advanced AI.