Artificial Intelligence

THE DUAL-BOUNDARY HYPOTHESIS
A Neuroevolutionary Framework for Structural and Emotional Caregiving Systems ABSTRACT I propose that vertebrate caregiving operates through two evolutionarily distinct boundary systems. The Structural Boundary System (SBS), phylogenetically ancient and present across vertebrates, provides environmental stability and behavioural predictability through state-independent mechanisms—output quality does not vary with caregiver affective

Thermodynamic Speed Limits on AI Training

The Regulation Blind Spot in AI Alignment

Cross-Agent Constraint Inheritance in Large Language Models: Evidence for Structural Authority Recognition Without Explicit Instruction