01
Bounded perception
Define what a character can observe through location, role, relationships, active events, and the surrounding simulation state.
Solutions / Persistent worlds
Characters that carry the world forward.
A persistent character should do more than answer the current prompt. ISABELLA research explores how agents can remember relevant events, reason from what they personally know, and act through the rules of a living simulation.
Character continuity
Memory matters when it changes the next decision.
Persistent-world design begins with boundaries: what happened, who witnessed it, what the character retained, and which actions remain possible now. The goal is not unlimited recall. It is coherent context that belongs to the character.
The continuity model
Keep knowledge local to the character and relevant to the moment.
These principles describe the architecture WPS is researching. Their performance and behavior must be evaluated in the target engine, workload, and hardware environment.
02
Event-driven memory
Translate meaningful encounters into structured context that can influence later behavior without treating every world update as equally important.
03
Distinct decisions
Let characters respond from their own permitted knowledge and history instead of drawing from an omniscient shared narrative.
04
Workload-aware execution
Explore different simulation and reasoning depths as a character’s relevance changes, then validate the approach against the target environment.
From response to consequence
What changes when context belongs to the character?
A persistent-world prototype can investigate whether earlier events produce understandable consequences without giving every character access to the entire world state.
- Relationships can reference encounters that the participating characters actually experienced.
- News or rumors can influence behavior only after the world exposes that information through an allowed path.
- Roles, goals, factions, and reputation can shape how the same event is interpreted.
- Background characters can use a lighter update path until proximity, events, or player interaction make deeper evaluation relevant.
Integration work
Build the connective tissue, not a scripted showcase.
The difficult work lives between the agent and the world. A credible prototype connects real simulation state, memory rules, permitted actions, and an evaluation method.
World-state adapter
Select the locations, conditions, relationships, resources, and events that become usable agent context.
Memory model
Define which experiences persist, how they are summarized, and what information remains isolated to a character or group.
Action boundary
Convert a proposed response into commands the host application can constrain, execute, and observe.
Evaluation harness
Run representative situations and review continuity, role fidelity, failure behavior, and integration cost before expanding scope.
Original persistent world
Chronicles of Annora gives the architecture a world to push against.
Wasted Potential Studios is developing Medieval Life: Chronicles of Annora as a living game world for persistent characters, changing relationships, world events, and connected simulation systems.
It is a place to uncover the practical problems that short conversational demos avoid: state ownership, information boundaries, action handoff, continuity, and the cost of keeping a world responsive.
Chronicles of Annora is an original WPS game in development, not a customer case study or a public performance benchmark.
Build the first continuity test
Choose one character, one corner of the world, and one behavior to bring to life.
We can turn that slice into a prototype plan covering context, memory, action integration, operator visibility, and evaluation.