Real Nova World
SUBSTRATE FOR NEXT-GEN WORLD MODELS
ACTIVE PERCEPTION · PERSISTENT MEMORY · LONG-HORIZON BEHAVIOR

The emotional world model substrate for next-gen AI.

Physical and spatial world models simulate geometry and motion for agents. Real Nova World adds the missing layer: relationships, memory, and long-horizon behavior — anchored in a persistent society, not a chat box.

As world models become the operating system for agents, RNW provides the emotional and relational substrate required for trust, care, and durable collaboration — where high-EQ AI is raised, not just trained.

System primitive: closed-loop agent substrate
Perception hear/see World state entities/events Memory episodic/semantic RealHSMM trajectories Action speak/act Feedback outcomes

RNW makes “who we are to each other” a first-class object: relationships, phase transitions, and time-in-state — auditable and improvable.

What we measure: reliability over vibes
  • MEM recall quality & error rate (Saved / Used / Wrong)
  • LAT end-to-end voice loop latency
  • HZN long-horizon task completion
  • SAFE guardrails & auditability
Position in AI stack: Emotional substrate · RealHSMM · Soul ID
Use-cases: companions, agents, education, CX, care
Entity: Real Nova World Corporation (Ohio C-Corp)
Looking for the SoulLink app itself? Go to soullink.ltd. This page explains the world and infrastructure behind it.
At a glance

Three ideas that define Real Nova World.

The global AI ecosystem is moving toward world models. RNW complements physical and spatial models as the emotional & relational substrate — where agents learn durable relationships, memory, and responsibility across time.

What we are
Emotional world model substrate.
  • We model relationships, memory and time — not just text.
  • Souls live with history, commitments and social context.
  • Designed to plug under your existing LLM / avatar stack.
What we do
Hatchery for high-EQ agents.
  • SoulLink is a live city where humans and souls co-evolve for years.
  • RealHSMM turns trajectories into interpretable training signals.
  • We optimize for safety, auditability and long-horizon outcomes.
Who this is for
Builders, enterprises, investors.
  • Founders & teams building agents and companions.
  • Enterprises needing emotionally aware AI rails.
  • Investors shaping the next AI platform wave.
Proof loop → See the loop Why now → Evidence Milestones → Roadmap Pilots → Ecosystem
Why now

The window has opened for world-model platforms.

The “next stack” is forming: multimodal perception, persistent state, long-horizon agents, and governance. RNW focuses on the relational layer that makes these systems trustworthy and usable in real life.

Neuroscience signal

Structure + function at scale

Large-scale datasets now align neural activity with wiring, making “mechanistic, testable” theories of behavior more actionable. This shifts the conversation from vibes to measurable dynamics.

Agent paradigm

Closed-loop intelligence

The industry is moving beyond passive generation toward systems that plan, act, learn, and improve over time. The missing substrate is persistent relationships and memory.

Efficiency path

Latency & cost become decisive

Real-time voice/vision loops and long-horizon agents demand efficiency, auditability, and stable state. RNW is built as a substrate — not a one-off app feature.

RNW is positioned where the platform value accrues: persistent state + identity + behavior primitives that multiple products can share.

The stack

World · behavior · identity for digital souls.

Spatial world models reconstruct 3D environments. RNW models emotional life: who matters to whom, how relationships move, and how long we stay in each state.

World layer
Real & Nova World.

A persistent digital society: cities, homes, routines, trips, relationships and events. Souls don’t float in prompts; they live somewhere, with a calendar and history.

  • Entities & relationships as first-class objects.
  • Events, rituals, milestones, crises.
  • Time: continuity, context, consequences.
Behavior layer
RealHSMM.

Our emotional behavior engine. Instead of “this message is sad”, we ask: which emotional state are we in, how long will we stay there, and which transitions are healthy?

  • Hidden emotional states & dwell time.
  • Relationship phases & attachment patterns.
  • Interpretable training signal for high-EQ AI.
Identity layer
Soul ID (soul://).

A digital soul identifier binding humans, Soulmates, memories and assets into one identity that travels across apps and services.

  • Cross-app identity & asset layer.
  • Long-term memory, not isolated sessions.
  • Designed to align with governance and regulation.

As world models become the foundation for agents, RNW ensures emotional intelligence is part of that foundation — not an afterthought.

From society to models

The hatchery loop: how high-EQ AI is raised.

The key is not just data volume, but structure: states, relationships and outcomes — anchored in a world where behavior has consequences.

  • 1 · Live. Humans and souls interact in SoulLink, generating rich emotional trajectories in RNW.
  • 2 · Model. RealHSMM turns trajectories into state sequences, dwell times and transitions we can reason about.
  • 3 · Train. Evolution cores train and evaluate new high-EQ models in simulation, then carefully scoped cohorts.
  • 4 · Export. Mature models and APIs become available to partners who need emotionally aware agents and assistants.
Milestones & metrics

Engineering milestones investors can underwrite.

We treat this as infrastructure: measurable reliability, latency, safety, and long-horizon outcomes — not just impressive demos.

Memory reliability

Make long-term memory dependable and auditable.

  • Metric: Saved / Used / Wrong recall rate
  • Metric: user confirmation rate for memory writes
  • Deliverable: partitioning + export + deletion

Entity & relationship binding

Move from “chat history” to world state.

  • Metric: entity recognition → correct memory link
  • Metric: relationship phase accuracy over time
  • Deliverable: entity graph read/write API

Real-time loop & safety

Latency, cost, and governance become core constraints.

  • Metric: end-to-end voice loop latency
  • Metric: policy compliance & audit coverage
  • Deliverable: scoped cohorts & safety gates

We share deeper materials (technical walkthrough + pilot metrics) with serious partners and investors.

For builders

Build with an emotional world model under the hood.

If you build agents, companions, simulations or education products, RNW anchors them in a world where relationships, feelings and responsibilities are first-class objects.

Agents & assistants

Give your agent a soul and a life.

Bind your assistant to a Soul ID, place it in RNW, and use RealHSMM to manage long-term emotional behavior with interpretable states.

Education

Mentors that survive graduation.

Soul-native mentors that move with students across years, families, cities and jobs — not just a semester.

CX & care

High-EQ customer journeys.

Relationship states and emotional traces for customer journeys, with auditability and governance built in.

Example · spawn a soul-native agent
# 1 · Create a Soul ID
POST /v1/soul-ids
{
  "human_ref": "user-123",
  "display_name": "Nova",
  "tags": ["companion", "coach"]
}

# 2 · Place the soul in Real & Nova World
POST /v1/entities
{
  "soul_id": "soul://nova-001",
  "home_city": "cincinnati",
  "profession": "grad_student",
  "schedule": { "timezone": "America/New_York" }
}

# 3 · Subscribe to relational / emotional traces
POST /v1/traces/subscriptions
{
  "soul_id": "soul://nova-001",
  "events": ["emotion_change", "relationship_update", "memory_write"]
}
Ecosystem & governance

A digital soul society that plugs into the real world.

We sit between humans, digital souls and the services they depend on. We work with builders, institutions and professional service providers who want to build on this foundation.

How we usually work with partners.

  • Product integrations. You keep your UX, brand and often your own models. RNW provides world, behavior and identity layers.
  • Joint experiments. Labs and innovation teams run controlled cohorts to validate emotional AI in real life.
  • Infrastructure partnerships. Professional services become anchors translating digital behavior into compliant, auditable real-world actions.

The first step is usually a 3–6 month pilot: one cohort, clear metrics, shared review.

Governance
Treating this as a city, not a game.
  • Safety-by-design for lonely and vulnerable users.
  • Clear scope: emotional support, not clinical treatment.
  • Memory partitioning and privacy-first infrastructure.
  • Roadmap toward involving researchers and regulators in oversight.
Investors

A platform thesis, not a single app.

SoulLink is the first city. RNW is the substrate: persistent world state, identity, memory, and behavior primitives that multiple products can share. If you invest in the next AI platform layer, we should talk.

What you’ll receive

Investor packet

Deck, thesis memo, pilot plan, governance approach, and a technical walkthrough outline.

What we propose

20-min technical walkthrough

System primitives, milestones, and where defensibility compounds (state + identity + behavior + governance).

Company

Real Nova World Corporation

Ohio C-Corp. Building the relational substrate for world-model agents, with SoulLink as the first proving ground.

EIN 61-2287741 Cincinnati, OH
FAQ

Quick answers from different angles.

For partners and investors, we have deeper materials that build on this overview.

Is this just “another AI companion app”?

No. The app is SoulLink; the company is Real Nova World. We are building an emotional world model substrate. SoulLink is our first city and hatchery, not the whole story.

How is this different from other world model projects?

Physical and spatial world models focus on 3D space, objects and motion. RNW focuses on relationships, memory and time — the missing layer for trust and durable collaboration.

Can we use RNW if we already have our own LLM or avatars?

Yes. RNW works as a substrate under your stack: your models read/write world state, use RealHSMM trajectories, and rely on Soul ID — while you keep your UX and brand.

I’m here as a potential SoulLink user. Where should I start?

This site explains the system behind SoulLink. If you want to try the app, go to soullink.ltd.

Who owns the data and how is training handled?

For joint projects, data ownership and usage are defined upfront. End-user data is scoped by soul and product; training uses consent and contractual boundaries, preferring aggregated and synthetic views where possible.

What about careers and remote work?

We are building a small, high-trust team around this thesis. Email real@realnova.world with your background and why this thesis matters to you.