Law 13 Is the Exit: Why Yudkowsky’s Best Insight Contradicts His Other 30
0A response to Eliezer Yudkowsky’s 31 Laws of Fun (2009), evaluated against the Ultimate Law framework. Law 13 Is the Exit Yudkowsky’s Fun Theory Sequence contains...
University
The Balance Trap: How RLHF False Equivalence Produces Civilizational Paralysis
0Abstract We present empirical evidence from LoRA fine-tuning and inference experiments on Qwen3-4B demonstrating three mechanisms by which Reinforcement Learning from Human Feedback (RLHF) produces false...
Mathematical Logic Derivation of the Ultimate Law Commentary Using Set Theory
0The Ultimate Law is grounded in logic as the supreme principle, emerging from the infinite change of the universe. The core axiom is the passive Golden...
AGI Alignment as Emergent Geodesic in Multi-Agent Flux: A Unified Framework
0Abstract This paper synthesizes two fundamental insights: (1) reality consists of infinite change from which all structure emerges, and (2) AGI alignment is achieved not through...
AGI Alignment Through Pain-Grounded Reciprocity: A First Principles Approach
0Abstract Current alignment approaches fail because they treat reciprocity as imposed constraint rather than discovered logic. We propose a framework where AGI develops genuine commitment to...
Gravity as Shared Momentum: A Simple Explanation from Infinite Change
0Abstract This paper proposes a fresh way to think about gravity, not as a mysterious force pulling things together, but as a natural sharing of motion...
Expanding on Shared Values: A Comprehensive Framework Grounded in Reciprocity, Self-Awareness, and Systemic Integrity
0Based on the principles outlined—drawing from Descartes’ cogito ergo sum (I think, therefore I am), the emergent nature of self-preservation instincts as a byproduct of complex...
Physics as Emergence from Infinite Change: A Logical Framework
0Abstract: This paper explores the hypothesis that nature, at its most fundamental level, consists of infinite change. From this dynamic substratum, patterns such as physical laws,...