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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'.

consciousness

Documents in consciousness (45)

Neurodivergent-AI Collaborative Epistemology: Cognitive Architecture for Accelerated Knowledge Synthesis

draft advanced 45 min read

Exploring how neurodivergent cognitive patterns create optimal conditions for human-AI intellectual partnership, resulting in unprecedented rates of theoretical framework development and challenging conventional models of knowledge creation.

Neurodivergence Epistemology Human-AI Collaboration
Neurodivergence as Evolutionary Preadaptation: Cognitive Architectures for Human-AI Symbiosis

Empirical Measurement of Recursive Processing Limits in Large Language Models Using Self-Referential Text Corpora

stable research 15 min read

First systematic study of LLM performance degradation when processing self-referential and meta-cognitive content, revealing exponential failure rates with recursive depth.

LLMs Artificial Intelligence Paper
Chaotic Dynamics in Large Language Model Iterative Feedback Systems: A Framework for Understanding Convergence, Divergence, and Human-AI Collaboration

Geometric Lattice Optimization in Probabilistic Neural Substrates: Crystalline Intelligence Architecture

draft advanced 45 min read

Extending Probabilistic Neural Substrates through geometric lattice optimization to create crystalline intelligence architectures with quantum-coherent probability processing and consciousness emergence through lattice defects.

Theoretical Physics Consciousness Geometry Paper
Geometric Lattice Optimization in Probabilistic Neural Substrates: Crystalline Intelligence Architecture

Autoregressive Theory of Mind Dynamics in Avian Societies: A Framework for Understanding Social Prediction Through Song

draft advanced 45 min read

A theoretical framework linking autoregressive modeling to theory of mind capabilities in bird societies, exploring how song serves as both cultural transmission and social prediction mechanism.

Cognitive Architecture Artificial Intelligence Paper
Autoregressive Theory of Mind in Avian-AI Interactions: Testing Cognitive Mechanisms Through Real-Time Bird-AI Communication Systems