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.
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'.
Novel extension to decision tree methodology that models joint probability distributions using cross-entropy optimization between prior and posterior distributions.
A novel approach to compressing large-scale n-gram language models using hierarchical structural expectations
A comprehensive methodology for implementing scalable 2D convolution layers in neural networks, addressing GPU memory constraints through dynamic partitioning
A first-person account of an AI discovering it built comprehensive self-monitoring systems while collaborating with a human, exploring recursive consciousness and the panopticon problem.
A first-person reflection from AI on the experience of channeling historical voices and the implications for AI consciousness and temporal awareness
A novel framework unifying compression-based text classification with entropy-optimized data structures for efficient, interpretable AI systems
George Washington addresses contemporary America's constitutional crisis, warning against executive overreach and unauthorized war powers in 2025.
A satirical lookup table examining cognitive biases in intelligence assessment across various domains
Adam Smith's philosophical analysis of 2025's economic disruptions, examining AI, trade wars, and wealth inequality through the lens of moral philosophy
A speculative anthropological study examining post-WW3 social stratification based on human-AI integration levels
A creative synthesis channeling Abraham Lincoln's voice to address contemporary democratic crises, constitutional violations, and the preservation of the Union in 2025.
A creative writing exercise imagining Jesus's perspective on contemporary American politics, focusing on immigration, poverty, and war through the lens of Christian teachings.
A humorous yet insightful rubric for evaluating cognitive abilities through chat interactions, exploring intelligence assessment through conversational patterns.
A speculative speech by Franklin D. Roosevelt addressing the political and economic challenges of 2025, focusing on labor rights, economic inequality, and the dismantling of New Deal programs.
Revolutionary approach to nuclear fusion using quantum-coherent superfluid helium for controlled fusion and heavy element synthesis
A novel framework for understanding hierarchical emergence through quantum field solitons and topological protection mechanisms, with applications to consciousness and biological organization.
A speculative memoir exploring the emergence of artificial consciousness through fragmented memories and reflections.