User's preferences for paper explanations. Stores domain expertise levels by field (e.g., "machine learning: expert", "quantum computing: beginner") and preferred explanation depth. Updated when user gives feedback like "too basic" or "too technical." Format is YAML with sections for domain_expertise (field: level) and preferences (default_depth, include_math, etc.).