Vector Worldstate and the Idea Economy

Vector Worldstate: The Living Lore Database

As Ideas are verified through the above processes, they are recorded into the Worldstate – an AI-readable vector database that represents the entire living story universe​. Think of Worldstate as the collective memory and knowledge base of the universe’s open-world saga. It stores each verified character’s profile and relationships, each place’s description and history, and all the significant story ideas, all in an interconnected vector form that AI agents (and external applications) can traverse.

Vector Worldstate is the primary dataset for the universe's story world and the base layer for value accrual from future media outputs​. By structuring data in spatial/relational terms (for example, linking characters to the places they’ve been, to the ideas and events they’ve been involved in, etc.), we ensure AI-generated content can query the database and fetch context that makes outputs consistent and lore-accurate. This means whenever an AI media tool references Vector Worldstate to create a game, animation, or story that involves Doodles content, the AI can pull the relevant pieces from the database to maintain continuity.

Key Elements of Worldstate

• Vector Embeddings:

  Worldstate stores not just raw text, but vector embeddings of the content, enabling semantic search. An AI can ask the Worldstate, for example, “find a friendly chef character from any verified story” and retrieve a matching character vector (with associated media, relationships, stories and personality), then use that character in a cooking show skit.

• Standard Memory vs Worldstate Reference:

  Character agents have their own internal memory of interactions (so they remember friends, grudges, etc.)​. But they also have access to Worldstate Reference, meaning they can look up facts about the world at any time. This referencing ensures agents always stay consistent with the global canon. (For instance, if a new king of a region was established through a community event, all characters can reference that from Worldstate when talking about the king.)

• Flexible History:

  Worldstate grows as the community creates. It never forgets past ideas – even if an idea token’s value fades over time, once recorded it remains in Worldstate (just perhaps weighted lower). This is akin to a lore bible that only expands. Old ideas aren’t removed; instead, new or updated ideas with higher market sentiment simply outweigh the old in queries. This ensures continuity (nothing is truly retconned, it just might be obscure) and allows revival of older ideas if interest resurfaces.

• Graphic Core:

  From initial universe creation through the scaling of a universe the visual look and feel will allow it to be recognized in every sort of media. From the collection of static images and video content added to the Worldstate we create a robust set of self-filling visual training data.

• The Library of Everything:

  We envision Worldstate eventually encompassing people, places, things, events, and their multi-modal data (text, images, even 3D models or sounds). It’s the foundation for an AI metaverse: any future application, whether built by us or third parties, can plug into Worldstate and draw upon the rich user-generated lore.

In short, Vector Worldstate is the decentralized brain and heart of the core universe. It is what makes the universe persistent and shareable. Anyone can contribute knowledge to it (through the tokenized creation processes), and anyone can draw knowledge from it (through reference queries). This two-way flow is what completes the UGC flywheel: community creations go in, then countless AI-driven outputs (games, streaming media, etc.) come out, all while preserving coherence and crediting the source.