EMOTIONAL DECODING · PREDICTIVE INTELLIGENCE
Understand
behavior.
Explore what
comes next.
Decode behavior. Predict likely outcomes. Create Digital Souls and embody them across digital and physical worlds—from humanoids and games to films, avatars, and AI agents.
The intelligence engine behind The Harvester World

EXPLORE AN IDENTITY
The patterns that make an identity distinctive.
Understand behavior.
Predict outcomes. Embody Digital Souls.
DIGITAL SOULS / DEPLOYMENT & EMBODIMENT
One Digital Soul.
Many ways to exist.
An ACE carries personality, memory, emotional state, and survival-oriented goals into its world. Choose the ACE type. Connect the environment. Bring the entity to life.

An identity. A physical presence.
Give the machine an identity.
Personality, memory, and goals connect to the humanoid.
A personality behind the physical presence.
Embody a Digital Soul in a humanoid intelligence layer. Carry personality, memory, emotional state, and goals into real-world interaction.
Powered by CASQ: real-time internal-state estimation gives the humanoid context about the person it is interacting with.
An ongoing identity shapes how the humanoid communicates and responds, with deployment permissions and physical controls defining its actions.
Explore humanoidsHumanoids
A personality behind the physical presence.
Embody a Digital Soul in a humanoid intelligence layer. Carry personality, memory, emotional state, and goals into real-world interaction.
Powered by CASQ: real-time internal-state estimation gives the humanoid context about the person it is interacting with.
Explore the embodimentOpen-world game characters
NPCs with motives. Worlds with surprises.
Infuse open-world characters and NPCs with persistent memories, evolving relationships, and their own goals. Let encounters develop beyond prewritten dialogue.
Explore the embodimentAI film characters
Non-scripted performances. Unexpected turns.
Cast Digital Souls in AI films and series. Character choices drive dialogue, tension, mystery, and shifting loyalties—creating stories that unfold through interaction.
Explore the embodimentAvatars & digital twins
A familiar presence, across conversations.
Give an ACE a face and voice for content, live calls, and digital-twin experiences. Its personality and memories give each interaction continuity.
CASQ awareness on: your avatar receives your internal-state estimates. Off: it relates through conversation and shared experience, without access to those estimates.
Explore the embodimentSimulations
Experience a choice before you make it.
Deploy ACEs into real-life scenarios to compare behavior and likely outcomes. See your current response alongside a different approach through Video Vision.
Explore the embodimentLLMs & AI companions
An ongoing identity behind every reply.
Infuse LLM experiences and persistent companions with a Digital Soul’s personality, memory, and goals. Build a relationship with continuity across sessions.
Powered by CASQ: internal-state estimation adds personal context to the LLM’s conversation and responses.
Explore the embodimentAI agents
Give the task a consistent way of thinking.
Deploy entity behavior into AI agents so their choices reflect a defined personality, context, and goals while they use permitted tools.
Powered by CASQ: internal-state estimation informs how the agent supports you and approaches its assigned tasks.
Explore the embodimentSwarm intelligence
Distinct entities. Collective action.
Bring multiple ACEs together to coordinate, share context, and approach a challenge through different roles and perspectives.
Explore the embodimentSmart homes
A home that responds to the people in it.
Connect Digital Souls with household routines, preferences, and authorized state signals to personalize assistance and interactions throughout the home.
Powered by CASQ: continuously estimates the internal state of each participating family member and guest, with their permission.
Explore the embodimentAnd beyond. ACE-5 powers brand and organizational personas. More embodiment environments are under development.
Explore all seven ACE types01 / THE IDEA, SIMPLY
See how a choice
changes what comes next.
A difficult conversation. A pivotal decision. Compare responses, see their trajectories, and bring a better approach into your next real-world interaction.
You and a friend
see things differently.
You’re working on a project together. You disagree about which idea to choose. What do you do next?
Interactive example · Prewritten scenario“What part of the idea worries you most?”
The question brings the concern into focus.
In this scenario, your friend explains what is worrying them. You now have a specific problem to solve together.
Which part of their concern can you address together?
02 / UNDER THE SURFACE
One foundation.
A world of possibilities.
Understand state.
CASQ connects authorized human signals with internal-state estimation, behavior modeling, and decision trajectories.
Explore outcomes.
iToss-Pi decodes behavior and context to model decisions, predict likely outcomes, and compare future trajectories.
Bring it to life.
An ACE carries personality, memory, emotional state, and goals into humanoids, characters, avatars, agents, and more.
Built on our original research. Explore the frameworks behind the engine in our research overview.
03 / MEET DIGITAL SOULS
A personality.
A memory.
A world to grow in.
Digital Souls are Artificial Consciousness Entities, or ACEs. Create an evolving entity with personality, memory, and goals—then choose its deployment and bring it into the world.
Discover Digital SoulsA model inspired
by your own patterns.
Reflect, rehearse, and learn in private. Real-person models require permission and remain for personal use.
Private by design02 / ORIGINAL FICTIONAL ACEA character that
starts with imagination.
Create a fictional personality. Publish it in films, games, and avatars. Sell or license the ACE and earn from its deployment.
Publishable & monetizable04 / THE HARVESTER WORLD
Find your way in.
Understand yourself.
Practice conversations, compare choices, and reflect on your patterns.
HARVESTER ASSISTANT · COGNITION LAB · SIMULATIONSCreate something alive with possibility.
Forge original ACEs for non-scripted films, open-world games, and monetizable character experiences.
META REALITY · HARVESTER STUDIO · GAME STUDIOConnect in new ways.
Explore avatars, persistent companions, and conversations between entities.
MIRROX · OMNISCIENT · CHAT BOX · MIMICRY05 / A DIFFERENT PERSPECTIVE
Pause. Explore. Reimagine.
Three modes of Harvester Assistant, connected by Video Vision: visualize behavioral trajectories and compare original and improved outcomes.
See an interaction from another angle.
Explore possible interpretations of a conversation using fictional scenarios or information shared with permission. Notice what you might have missed.
Explore Harvester Assistant“How else could that conversation be understood?”
Use authorized conversations or fictional scenarios to examine behavioral patterns.
Harvester Assistant06 / BUILT ON ORIGINAL RESEARCH
Original research.
Connected intelligence.
FROM THE iToss-Pi JOURNAL
Ideas behind
the intelligence.

Inside the Internal State Decoding Engine
How CASQ and iToss-Pi connect internal state, behavior, and the direction of a decision.
Read the storyOne Digital Soul. Nine ways to bring it to life.
A guide to embodiment, from physical humanoids to non-scripted film characters and connected homes.
Read the story Research noteWhen expectations backfire: EDO and ReDo Effect
An introduction to N. Shiney Vindhyesh’s research on expectations, behavior, and unintended outcomes.
Read the story Follow The Harvester World on LinkedInA LITTLE MORE CLARITY