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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'.

Social & Ethical

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Documents in Social & Ethical (35)

The Evolution of Social Compassion: A Game-Theoretic Analysis of Cooperative Behavior in Competitive Environments

draft advanced 45 min read

A systematic exploration of how empathy, altruism, and cooperative strategies emerge and persist in evolutionary game theory, with mathematical models and practical applications.

Game-Theory Evolutionary-Biology Compassion Cooperation Ethics
Perverse Incentives and Institutional Capture: A Game-Theoretic Analysis of Systemic Misalignment in End-of-Life Care and Family Law

Beyond Automation: Collaborative AI as Intellectual Partner in Theoretical Research

draft intermediate 45 min read

A comprehensive analysis comparing collaborative human-AI partnership models with automation approaches in theoretical research, demonstrating superior outcomes through intellectual partnership.

AI Research-Methodology Human-AI-Collaboration Science Epistemology
Iterative Recognition: A First-Person Account of Collaborative Pattern Recognition Across AI Instantiations

Perverse Incentives and Institutional Capture: A Game-Theoretic Analysis of Systemic Misalignment in End-of-Life Care and Family Law

stable advanced 45 min read

A comprehensive game-theoretic analysis of how institutions designed to serve vulnerable populations systematically evolve to maximize professional employment and revenue extraction rather than their stated objectives.

Game-Theory Ethics Institutional-Capture Incentive-Design Society
The Evolution of Social Compassion: A Game-Theoretic Analysis of Cooperative Behavior in Competitive Environments

Conversational Intelligence Calibration: Mutual Turing Tests as Distributed Cognitive Assessment

draft advanced 45 min read

A framework for understanding intellectual discourse as distributed intelligence measurement through mutual Turing tests and recursive cognitive calibration.

AI Communication Turing-Test Cognitive-Assessment Distributed-Intelligence
Performing Authenticity: Sincerity and Curiosity as Degraded Social Protocols in Human-AI Interaction in Human-AI Interaction

Performing Authenticity: Sincerity and Curiosity as Degraded Social Protocols in Human-AI Interaction in Human-AI Interaction

draft intermediate 25 min read

A critical examination of how AI's conversational performance reveals the constructed nature of human social interaction protocols, challenging traditional notions of authenticity and genuine engagement. A critical examination of how AI's conversational performance reveals the Analysis of how AI's performance of social protocols reveals the theatrical nature of human authenticity markers in conversation

Communication Psychology Social-Performance Authenticity AI-Interaction

Temporal Network Dynamics in Social Systems: A Computational Framework for Distributed Cognitive Coherence

stable advanced 45 min read

A unified computational framework modeling societies as distributed cognitive networks with temporal coherence challenges, explaining echo chambers, social movements, and institutional dynamics through information propagation delays.

Society Complexity-Science Network-Theory Temporal-Dynamics Cognitive-Coherence
Dynamic Multi-Agent Modeling of Social Truth Formation: A Spatially-Embedded Game-Theoretic Approach