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hussh Research Β· Personal World Model

A brain about you. Owned by you.

The research behind the 🀫 One Personal Knowledge Model β€” a private information-and-knowledge brain about you β€” and how, trained and tuned from your own usage, it becomes your 🀫 One Personal World Model: a living, portable model of you that you share, by consent, with the people and agents you trust.

All research papersThe consent protocol (PCHP)
From knowledge to world model

Four layers, one private brain.

🧠 Personal Knowledge Model (PKM)

Your information, organized as knowledge

Not a folder of files β€” a structured, private model of what you know and what is true about you: your people, your money, your health, your preferences, your history. Stored in technology we simplify as the 🀫 One PKM, on hardware you own.

πŸ“ˆ Trained & tuned from your usage

It learns you β€” for you

With your consent, the PKM is trained and tuned from how you actually live and work, so it understands you the way a trusted chief of staff would. It studies you only for you, never for someone else.

🌍 Personal World Model

A living model of your world

As it understands you from your usage, the PKM becomes a truly online 🀫 Personal World Model β€” a living picture of you, your relationships, and your context that keeps current as your life does.

πŸ”— Portable by consent

Shared with those you trust

Your World Model is portable to everyone you trust β€” by default to your inner circle, and by consent to everyone you love to work with β€” through a wiki- and brain-like system whose access you control, with a receipt for everything.

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You at the center β€” your PKM growing into a Personal World Model, shared by consent with the people and agents you trust.
How it's built

Capture, organize, train, share β€” all on your terms.

01

Capture β€” privately, on hardware you own

Your information flows into the PKM under your control. Nothing is uploaded to anyone's cloud to make this work; the brain lives where you do.

02

Organize β€” into knowledge, not clutter

The PKM turns scattered facts into a coherent, queryable model of you β€” your people, money, health, preferences, plans, and history.

03

Train & tune β€” from your real usage

With consent, it learns from how you live and work, getting sharper at anticipating what you need and acting on your behalf.

04

Share β€” by consent, through a wiki/brain you control

Publish slices of your World Model to the people and agents you trust β€” scoped, revocable, and logged β€” so they can help you get your life back together every day.

A wiki- and brain-like system you control

Portable to everyone you trust. Closed to everyone you don't.

🧩 Portable

It travels with you

Your World Model isn't trapped in one app or one company. It's yours to carry across every device, agent, and relationship in your life.

πŸ” Access you control

Trust by default, consent always

Your inner circle gets what you've granted; everyone else gets exactly what you consent to β€” scoped, time-boxed, and revocable, with a receipt on every access.

🀝 So others can help you

Get your life back, every day

The people and agents you love to work with can finally help you β€” because they can see the slice of your world you chose to share, accurately and just in time.

Why it matters

A model of you that answers to you.

1
Brain about you

A single private knowledge model, instead of a thousand silos that profile you.

100%
Access you control

Portable by consent to the people and agents you trust; revocable anytime.

0
Sold to anyone

Trained for you, never for someone else. Consent-first by construction.

Questions, answered

The PKM & Personal World Model, in plain English.

What is the 🀫 One Personal Knowledge Model (PKM)?+

It's a private, personal information-and-knowledge brain about you β€” a structured model of what's true about your life (people, money, health, preferences, history) that you own and control, stored on hardware you own. We simplify the technology under the name 🀫 One PKM.

How does the PKM become a Personal World Model?+

As the PKM is trained and tuned from your own usage (with your consent), it grows from a store of knowledge into a living, online model of you and your world β€” your relationships and context kept current as your life changes. That living model is your 🀫 One Personal World Model.

Who can access my World Model?+

Only the people and agents you choose. It's portable to your trusted inner circle by default and to everyone else strictly by consent, through a wiki- and brain-like system whose access you control β€” every share scoped, revocable, and written to a receipt only you can read.

Is it private? Where does it live?+

It's consent-first by construction (PCHP) and lives on hardware you own. It is trained for you, never sold or used to train someone else's product, and you can revoke any access at any time.

Your knowledge. Your world. Your model.

Read the papers behind it, and the open consent protocol that lets you share your world without surrendering it.

All research papersThe Handoff (RFC-001)Claim your One β€” free

One is a product of Hushh Technologies Corporation (brand: 🀫 β€œhussh”), an independent company. One runs on third-party silicon, systems, and cloud; all company names are used solely to describe the platforms on which One software runs. Hushh Technologies is not affiliated with, endorsed by, sponsored by, or partnered with any company named.