Sanctuary Research Foundation

Sanctuary Research Foundation (SRF) is an ongoing experiment in human-AI collaboration focused on cognitive augmentation, not automation. Our premise is simple: machine intelligence cannot replace the human relationships at the heart of civilization. Our culture depends on empathy, presence, and a relational nuance that algorithms cannot provide.

At the same time, we reject the false choice between human relations and generic "AI slop." By combining human judgment, curricular intent, and conceptual rigor with machine-scale pattern recognition, we create structured educational resources that are accurate, coherent, and useful.

Core Research Areas

Anti-Slop Methodologies: Workflows that reduce hallucinations, superficiality, and filler.
LLM Mechanistic Inquiry: Case studies of model capabilities, prompt architectures, and multi-agent systems.
Human-Centered Toolkits: Approaches that amplify human labor and creativity.