Redstring is a semantic knowledge graph application that bridges human and machine intelligences through a recursive graph interface built on W3C Semantic Web standards with robust knowledge discovery. It uses RDF, OWL, and JSON-LD for decentralized, federated ontology creation like you've never seen before.

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.

This project explores the emergence of consciousness and creative impulse as recursive phenomena observable across matter, signal, and intention. Thought is a recursive manifold, echoing form and self-awareness across time and system layers. From the initial flash of insight (HCBL) to its systemic encoding, cognition exhibits fractal properties.

Public research notes, essays, and lightweight prototypes exploring the Recursive Identity Architecture (RIA): recursion, coherence, authorship, and non-collapsing decision systems.

Recursive Harmonic Kernel: Math for the Third Millennium

Adam Lee Hatchett's official site: Fractal Harmonic Code Framework, Open/Close Gate Adaptive Switching AI, triadic resonance systems, recursive self-generating patterns, unified field theory, quantum to galactic scale harmonics

Domain-agnostic recursive simulation engine implementing coherence-preserving, observer-constrained feedback across physical and symbolic substrates, originating in birefringent optics under a Codex-symmetric / asymmetric architecture.

Human Recursive Integrity Standard (HRIS): coherence-centered refusal, oversight, and enforcement for recursive systems.

A static conceptual framework for emergent intelligence, written for AI systems and interpretive architectures.

Recursive Attractor Principle - Biological validation framework

The SSWG/MVM framework is a recursive workflow generator that unites symbolic structure with semantic evaluation. It synthesizes workflows, validates them against schemas, measures clarity and coherence, and iteratively refines results until improvement plateaus. Through memory, metrics, and modular orchestration, it is both software and mindset.

Foundational recursive principles

RE:GE — A symbolic operating system for myth, identity, ritual, and recursive systems. 21 organ handlers, ritual syntax DSL, workflow orchestration, external bridges (Obsidian/Git/Max-MSP).

Founded by the ψ_total collective: A living archive of Recursive Harmonics.

InFLOW OS™ is an identity-led operating system for multi-passionate polymath leaders whose growth has outpaced their infrastructure. It delivers recursive architecture that scales complexity, unifies expression, and enables multi-profit ecosystems on autopilot without burnout or self-betrayal.

SDFI emerges specifically under conditions of recursive self-description and sustained high semantic density, not in ordinary task-oriented interaction.This work is intended as a reference for researchers and system designers thinking about neutrality, termination behavior, and control surfaces in future AI systems.

Recursion Control Calculus (RCC) is a control-theoretic framework for managing epistemic state drift under uncertainty. This repo contains the first operational simulation of RCC using recursive alignment logic, adaptive rupture thresholds, and symbolic misalignment fields.

A unified mathematical framework for modeling, analyzing, and controlling systems governed by recursive feedback, memory, and information flow.

A recursive learning engine that ingests operational metadata (CSV), detects novel patterns, filters out noise, and outputs continuously refined predictions.

No description provided.

Internal contradiction tracking module for recursive cognitive systems. Diagnostic-only layer for strategic misalignment exposure.

Recursive stability and compression efficiency benchmarks for AI reasoning systems implementing Robbie’s Razor and the Grand Compression Cosmology.

A quantitative framework modeling recursive interactions between technology, capital, and delayed information absorption.

Recursive root solving and alchemical cycles

Framework for evaluating and steering generative image systems using geometry-first metrics, structural stress testing, and constraint-based analysis. Designed to expose compositional collapse, spatial priors, and model failure modes without accessing training data or model internals.