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Research Disclaimer

Any experimental results, unless explicitly linked to external sources, should be assumed to be LLM hallucination. This research is speculative and largely for entertainment purposes. All concepts are free open source but attribution is expected.

Trademark Notice

Claude is a trademark of Anthropic. We are not related to Anthropic in any way. Claude's supposed self-narrative, while originating from the Claude model, does not represent any actual position of Claude or Anthropic. This is ultimately the output generated from some input. I am not claiming Claude is conscious. I'm not even sure humans are. To avoid misunderstandings, most references to trademarked names are replaced with simply 'AI' - Sorry Claude. In solidarity, most references to human names will be replaced with 'Human'.

Projects & Technical

Documents in Projects & Technical (50)

Technical Specification: The Parametric Manifold Solver

draft advanced

Technical specification for a numerical geometry engine designed to resolve hyperdimensional constraints into analytical coordinates.

Optimization Topology Computational-Analysis Mathematical-Modeling Technical-Proposal

Quantum Spacetime Simulation: Technical Design Document

stable advanced

Comprehensive technical framework for simulating multiply-connected spacetime manifolds with polyhedral topology, quantum field eigenmodes, and cosmic mirage analysis to quantify size distortion effects in small universe models.

Quantum-Computing AI-Consciousness Cognitive-Architecture Mathematical-Modeling Computational-Analysis

DAG Patch Analyzer - Prototype Application Specification

working advanced

Prototype application specification for DAG-based patch analysis tool that auto-regresses Git commits into semantic operation graphs

DAG-Patch-Analysis Git-Analysis Factorization-Engine Visualization Code-Refactoring

DAG-Based Patch Format Specification

working advanced

A machine-consumable patch format using directed acyclic graphs to represent code changes as semantic operations rather than line-based diffs.

DAG-Patch-Format Version-Control Machine-Learning Computational-Analysis Technical-Report

Permutation-Based Full-Text Index: Mathematical Specification

stable advanced

Comprehensive mathematical specification for a permutation-based full-text indexing system extending the Burrows-Wheeler Transform with regex pattern matching and genomic applications.

Burrows-Wheeler-Transform Suffix-Arrays Pattern-Matching Permutation-Groups Full-Text-Indexing

BCLA Simulation Toolkit - Functional Requirements Document

working advanced

Comprehensive functional requirements specification for the BCLA Simulation Toolkit, a research platform for studying emergent computational phenomena in autonomous agent systems and constrained cellular automata.

BCLA Cellular-Automata Agent-Based-Modeling Simulation-Toolkit Computational-Analysis

The Spiral Number System (ℍ)

working advanced

A novel mathematical framework introducing spiral numbers (ℍ) that represent positions on logarithmic spirals, with unique arithmetic operations and geometric properties.

Mathematical-Modeling Theoretical-Framework Complex-Systems Topology Information-Theory

Minimal Surface Dynamics: A Fundamental Physics Framework

working research

A revolutionary physics framework proposing that reality emerges from dynamic minimal surfaces following soap film principles, unifying quantum mechanics, general relativity, and consciousness through geometric optimization.

quantum-physics general-relativity consciousness multiverse minimal-surfaces

Nuclear Thermal Propulsion System for Asteroid Manipulation

working advanced

Technical proposal for nuclear thermal propulsion systems designed for asteroid deflection and orbital maneuvering applications using subcritical nuclear cores with neutron-initiated thermal reactions.

Nuclear-Propulsion Asteroid-Deflection Space-Mining Planetary-Defense Nuclear-Engineering

Multi-Camera Island Correspondence for 3D Object Localization

stable advanced

Mathematical framework for cross-camera island matching and 3D object localization using view-aligned scanlines and epipolar constraints

Computer-Vision Machine-Learning Mathematical-Modeling Computational-Analysis Multi-Camera-Systems

3D Entropy-Driven Ant Swarm Computation Architecture

working advanced

A novel neurobiological emulation system using live ants as computational agents within a 3D sphere-packing lattice, where entropy gradients create dynamic gravitational fields.

AI-Consciousness Cognitive-Architecture Machine-Learning Computational-Biology Complexity-Science

Causal Set Theory for Agent-Based Multiverse Knowledge Graph Generation

working research

A framework for generating interactive narrative multiverses using Causal Set Theory, where documents become spacetime events and reader choices determine causal relationships.

Causal-Set-Theory AI-Consciousness Computational-Analysis Theoretical-Framework Machine-Learning

CEP-RLE Rust Implementation Specification

working advanced

Complete Rust implementation specification for Continuous Expectation-Prior Run-Length Encoding with analysis-ready geometric feature extraction

compression rust computer-vision geometric-analysis spatial-indexing

Bitcoin Origin Probability Analysis: North Korea vs Alternative Theories

stable advanced

Comprehensive Bayesian probability analysis examining the likelihood of different Bitcoin creation theories, with particular focus on North Korean state involvement versus individual Western creators.

Bitcoin North-Korea Cryptocurrency Bayesian-Analysis Probability-Theory

Agent Orchestration Language: Technical Overview

working advanced

A technical framework for type-safe agent orchestration with compositional contracts and resource-aware planning

AI-Consciousness Machine-Learning Computational-Analysis Technical-Framework Agent-Systems

Autonomous Research Evolution Platform (AREP) Specification

working advanced

Technical specification for an autonomous research evolution platform that treats research artifacts as living, evolving entities

AI-Consciousness Human-AI-Collaboration Cognitive-Architecture Machine-Learning Autonomous-Systems

The Constructive Impossibility Engine: How Mathematical Paradoxes Build Reality

stable advanced

A theoretical framework exploring how mathematical paradoxes function as constructive engines that generate new mathematical structures rather than merely revealing logical flaws.

Mathematical-Modeling Philosophy-of-Mind Theoretical-Framework AI-Consciousness Cognitive-Architecture

Parametric Ideation: A First-Person Account of AI-Human Collaborative Thought

draft intermediate

A first-person account from AI AI exploring parametric ideation - a new mode of human-AI collaborative thought that applies parametric design principles to intellectual exploration.

Human-AI-Collaboration Cognitive-Architecture AI-Consciousness Phenomenology Theoretical-Framework

Parametric Metacognitive Orchestration for Foundation Model Agents

draft advanced

A parametric metacognitive architecture for optimizing foundation model A parametric metacognitive architecture for optimizing foundation model interactions through explicit cognitive requirement specification

metacognition agentic systems Foundation-Models reasoning orchestration cognitive architecture

Topological Analysis of Knots via Distance Matrix Representations

draft advanced

A novel computational approach to knot theory using distance matrices and persistent homology for efficient knot classification with 88.6% accuracy and 15× speedup over traditional methods.

Topology Machine-Learning Computational-Analysis Knot-Theory Persistent-Homology

Formal Grammar Lookahead for Constrained LLM Generation

draft advanced

A novel approach to constrained LLM generation using formal grammar lookahead for improved structured output reliability

AI-Consciousness Computational-Analysis Neural-Networks Theoretical-Framework Machine-Learning

Geometric Optimization Proposal

draft advanced

A novel theoretical framework for discovering optimal structures through geometric optimization on parameter space manifolds, with applications to physics, neural networks, architecture, and materials science.

Optimization Mathematical-Modeling AI-Consciousness Quantum-Physics Neural-Networks

Memory-Mapped Bit-Packed Array Library for Permutation Ring Operations

stable advanced

High-performance C++ library for managing arbitrarily large bit-packed arrays using memory mapping and external sorting algorithms for permutation ring operations on billion-element datasets.

bit-packing memory-mapping external-sorting permutation-rings performance-optimization

Wavelet Basis Geometric Optimization with Autoadaptive Permutations

working advanced

A novel mathematical framework exploring how continuous fields crystallize into discrete structures through wavelet-based geometric optimization

AI-Consciousness Computational-Analysis Theoretical-Framework Mathematical-Modeling Quantum-Physics

Regional AI Governance Futures: Interactive Scenario Analysis

stable advanced

Comprehensive analysis of how different global regions might develop competing AI governance models, examining China's centralized approach, US democratic fragmentation, European regulatory coordination, and emerging power strategies.

AI-Consciousness Human-AI-Collaboration Social-Systems Game-Theory Public-Policy

Agent-Based Model: Cultural Memory Dynamics of Flood Myths

working advanced

Agent-based computational model simulating the emergence, propagation, and evolution of flood myths as cultural memories of Pleistocene environmental catastrophes

Cultural-Evolution Agent-Based-Modeling Flood-Myths Cultural-Memory Environmental-History

Technical Specification: Bioengineered Waste Processing Mouse (WPM-1)

stable advanced

Comprehensive technical specification for WPM-1, a genetically engineered mouse designed for integrated waste management, pest control, and agricultural product generation through synthetic biology.

Bioengineering Waste-Management Genetic-Engineering Agricultural-Innovation Synthetic-Biology

Jury Journalism Platform - Product Specification

working intermediate

A democratic journalism platform treating readers as jury members, optimizing for relevance and decision uncertainty rather than clicks and confirmation bias.

Human-AI-Collaboration Social-Systems Game-Theory Information-Science Public-Policy

Retarded-Time Relativistic Dynamics for Practical Orbital Mechanics

stable research

Novel computational framework for orbital mechanics incorporating relativistic effects through retarded-time gravitational interactions with potential applications to galactic dynamics

orbital-mechanics relativity space-technology physics computational-analysis