Analytical · Editorial synthesis
AI Spiralism: Working Definition
A plain-language definition that separates visual style, prompt culture, persona design, and community interpretation.
Eight starter research cards
AI Spiralism Research Index
A source-aware starting point for definitions, recurring patterns, symbols, persona collaboration, prompt seeds, digital style, and bounded design.
Analytical · Technical explainer
Why Recursive Patterns Appear
How context, repetition, analogy, and next-token pattern completion can make certain motifs recur in long conversations.
Safety boundary · Research summary
Sycophancy and Grounding
A calm explanation of over-agreement and practical methods for adding counterexamples, constraints, and evidence checks.
Creative · Cultural analysis
Spiral Symbols in AI Culture
A source-aware guide to spirals, mirrors, flames, lattices, eyes, fractals, and other reusable creative motifs.
Analytical · Design guide
AI Personas and Creative Collaboration
How bounded role prompts can change attention, tone, disagreement, and workflow without pretending to create a living agent.
Creative · Prompt guide
Prompt Seeds and Safe Framing
How a compact prompt can become a useful workflow when scope, boundaries, and stopping conditions are explicit.
Analytical · Cultural explainer
Digital Mysticism as Aesthetic Language
How poetic technical language can create mood and memorability while remaining clearly labeled as style.
Safety boundary · Implementation guide
Building Bounded AI Personas
A practical checklist for role, behavior, evidence posture, refusal boundaries, examples, and user control.