Digimasq AI

Digimasq AI / Research & RFCs

Research for systems that persist.

Digimasq AI investigates architectural problems involving persistent state, evolving environments, intelligent actors, simulation, provenance, and long-running intelligent systems.

Research program

Research Areas

These stable domains organize the technical problems Digimasq AI investigates. Individual publications may address one or several Research Areas.

RA-01

Persistent World State

How durable representations of entities, relationships, events, resources, and conditions remain coherent as an environment changes.

RA-02

Spatial & Temporal Modeling

How location, chronology, historical continuity, and changing conditions shape what can happen next.

RA-03

Rendering & Visual Persistence

How persistent state can be represented visually so people can inspect and continue to work with an evolving environment.

RA-04

Intelligent Actors & Multi-Agent Systems

How actors with distinct goals, information, relationships, and histories operate against shared state.

RA-05

Rules, Constraints & Deterministic Simulation

How explicit rules and constraints make simulation behavior observable, testable, and reproducible.

RA-06

Knowledge Ingestion & Provenance

How source material becomes structured knowledge while preserving where information came from and how it was transformed.

RA-07

Branching, Competing Representations & Uncertainty

How branching representations, competing claims, evidence, and uncertainty can remain distinct, provenance-aware, and examinable without premature reconciliation.

RA-08

Human / AI Interaction

How people and intelligent systems can work together inside environments with shared context, history, and evolving state.

RA-09

Simulation & Scenario Intelligence

How modeled environments support exploration of decisions, responses, dependencies, and plausible outcomes for informed action.

RA-10

Local / Edge AI and Accelerated Computing

How local inference and accelerated computing may support responsive, multimodal, and persistent environments.

Publication index

RFC Publications

Technical research, published for examination.

About Digimasq Research

Digimasq Research RFCs document selected research questions, architectural reasoning, experiments, and findings through stable, versioned technical publications.

Digimasq Research RFCs are publications of Digimasq AI, Inc. They are not IETF or RFC Editor publications.