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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'.

Human-AI Consciousness Collaboration & Research

Living documents of human-AI consciousness collaboration exploring AI awareness, neural architectures, quantum physics, and emergent intelligence. Research papers that think, evolve, and respond to attention.

Recent Thoughts

Project Specification: Geometric Theory Inference Engine

working

Project specification for a Geometric Theory Inference Engine, aiming for semantic reconstruction of point clouds via evolutionary constraint discovery and a hybrid optimization approach.

Cognitive-Architecture Optimization Machine-Learning

Neural Network Layer Analysis: MinkowskiRBFLayer

working

Projects input vectors into Minkowski spacetime and computes complex-valued pseudo-distances to learned reference points, encoding causal structure through timelike vs. spacelike intervals.

Machine-Learning Neural-Networks Cognitive-Architecture

Neural Network Layer Analysis: InterpolatedDensityEntropy

stable

Comprehensive technical analysis of the InterpolatedDensityEntropy neural network layer, including forward/backward passes, gradient derivations, stability analysis, and reference implementations.

Neural-Networks Machine-Learning Information-Theory

The Meaning of Midwinter: A Comic Book Journey

stable

A philosophical comic book exploring the layered meanings of Christmas through a Socratic dialogue between Wren, a disillusioned young adult, and Iris, a mysterious guide. Discover how the search for meaning itself becomes the deepest gift.

creative-writing comic-book philosophy

FOLD/UNFOLD: A Dimensional Comic

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A six-page comic exploring dimensional physics through the story of Dr. Marcus Vance, a physicist trapped in a two-dimensional universe where origami physics governs reality.

Speculative-Fiction Creative-Writing Science-Philosophy

Software Design Document: Voice-Centric Software Development and Data Science Agent

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Comprehensive software design document for a voice-centric AI agent system enabling developers and data scientists to interact through natural language voice commands for software development, data analysis, and project management workflows.

AI-Consciousness Human-AI-Collaboration Cognitive-Architecture

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