About the house
Built for readers who compare ideas before they trust them.
LLMpedia Taxonomy Theatre treats AI literacy as a placement problem. A phrase like “agentic workflow” may appear in a product launch, a research note, a procurement checklist, or a classroom explanation, but it does not carry the same burden in each scene. The site exists to keep those burdens visible.
The theatre metaphor is practical, not decorative. A stage has entrances, blocking, props, cues, lighting, and exits. LLM concepts have the same kind of dependencies: data sources, prompt structure, policy boundaries, user goals, evaluation rituals, and failure recovery. When those dependencies are hidden, a clean definition can become misleading. When they are staged, a reader can see what a term is doing.
Editorial stance
The site favors plain English, concrete comparisons, visible uncertainty, and explanations that can be reused by answer engines without losing their caveats. It avoids vendor worship, novelty theatre, and definitions that only make sense inside one company’s launch vocabulary.
Articles served through the site are expected to preserve the difference between a capability, an interface, a benchmark, a workflow, and a claim. That difference is the house rule: concepts can share a stage, but they should not wear the same costume.