DigitalStemCell™ · A licensed framework

Stop writing documentsthat die. Grow onethat lives.

DigitalStemCell™ is one undifferentiated framework that becomes whatever your organization needs — a knowledge base, a brand bible, an intelligence map — then keeps evolving after launch day. It ingests its own sources, stamps every claim with a truth-state, and remembers every version of itself. Licensed to you, to build your own.

Every claim, stamped

Q3 revenue up 40%Consensus
Merger closes in Q1Contested
Rival is raising a roundFloating

EventMath / Totality v0.1 · deterministic · offline

The problem

Every document you own was obsolete the day you exported it.

PDFs don't learn. Wikis rot. v7_FINAL_final is not a system — it's a graveyard. Worse: your documents state rumor with the same confidence as fact, and when two sources disagree, the disagreement just disappears into whoever edited last. A living document updates itself, separates what's proven from what's circulating, and can show you exactly how it got here.

448

Source feeds one reference build ingests continuously

13

Dimensions every claim is measured on

The reframe

Not a file. An organism.

Static pagesLiving nodes
Version numbersAn evolution log
"Trust me"Consensus / Contested / Floating
Consensus /
Contested /
Floating /
Node /
Gravity edge /
Mediator /
Evolution log /
Ladder /
Signal wire /
Oblivion scan /
Consensus /
Contested /
Floating /
Node /
Gravity edge /
Mediator /
Evolution log /
Ladder /
Signal wire /
Oblivion scan /

The anatomy

Five organs. Learn these and you understand the whole organism.

01

Nodes, not pages.

Every topic is a node: one living record that updates as new information arrives and links to every node it touches. Your document stops being a stack of files and becomes a map.

02

Truth-states on every claim.

Each statement is stamped Consensus, Contested or Floating. The reader is never left guessing what's solid. Ratio bars show the mix at a glance — a node that's mostly Floating looks like a rumor.

ConsensusContestedFloating
03

Perspectives, side by side.

The same verified events, re-narrated through lenses that genuinely disagree — and the lenses adapt to the subject. Tech gets Accelerationist / Doomer / Regulator. Readers compare any two in parallel columns.

04

A signal wire feeding it.

The reference build ingests 448 curated RSS feeds on a 30-minute cycle, dedupes them, and classifies every incoming signal as a claim. New signals arrive as Floating — nothing earns Consensus just by being published.

05

Memory it can show you.

Every node carries an evolution log — version bumps, what changed, when, and why. A scrubbable timeline aggregates every dated event across the whole document onto one axis. Nothing is ever silently overwritten.

The engine

The narrative layer is AI-assisted. The truth layer is not.

Anyone can pipe a chatbot into a wiki. DigitalStemCell™ runs a deterministic truth engine — EventMath / Totality — that decides what's proven, what's disputed, and what's rumor with arithmetic, offline, making zero external API calls. Same inputs, same verdict, every time. An LLM writes prose. It does not get a vote on the truth.

EventMath / Totality v0.1 · deterministic · offline · 0 external API calls

Evidence, graded.

Every claim binds to evidence classed SEEN, TOLD or GUESSED, each with a confidence score. Three independent sources read differently than one anonymous tip — structurally, not stylistically.

Contradictions snap.

When two bound claims pull against each other, the engine computes the tension. Past the snap threshold — 0.95 — the contradiction spawns a mediator: a reconciling statement accepted only if it measurably lowers the tension.

Debunked claims get purged.

A claim contradicted by SEEN evidence in its own record is flagged as a paradox and purged by the Oblivion scan — then shown as Contested, with the receipt. Your document can change its mind, and prove that it did.

Measured on the Ladder.

A 13-dimension profile — from Entropy and Feedback through Memory, Pattern and Agency to Integration — places each claim in a coordinate system. Dimensions it can't place are shown as open questions, not guesses.

The map

Stories that touch, connect. Nodes that overlap, synthesize.

Gravity edges connect nodes automatically when they share people, tags, or vocabulary — weighted co-occurrence, computed offline, drawn as a live graph. And when two threads collide, you can merge them: the engine pits their claims against each other, spawns mediators at every point of tension, and delivers a verdict — Reconciled, Partially reconciled, Open, or Aligned — plus a brand-new node born at the intersection, backlinked to both parents.

heat = tension snaps × 2 + floating + contested

Node connection network

What it becomes

One cell. Any system.

Same genome, different organ.

Differentiation 01

NARRATIVE MAP

A newsroom where stories evolve instead of expiring — fact, dispute and rumor visibly separated.

Differentiation 02

BRAND BIBLE

Positioning, voice and claims that update with every launch — and show what changed.

Differentiation 03

INTELLIGENCE DESK

Competitive intel that ingests its own sources and flags what's confirmed vs. chatter.

Differentiation 04

RESEARCH ARCHIVE

A literature base that separates established consensus from preliminary findings.

Differentiation 05

OPS MANUAL

SOPs with an evolution log — auditors see every version and the reason for it.

Differentiation 06

SECOND BRAIN

A personal knowledge graph where your notes connect by gravity, not by filing.

3

Truth-states on every claim

13

Ladder dimensions

448

Feeds in the reference wire

0

External API calls to judge truth

1

Framework

The license

You don't buy a document. You license the genome.

The genome.

The core architecture: the node schema, the Truth-State system, the EventMath / Totality engine, the 13-dimension Ladder, gravity edges, the evolution log. The graph store runs on SQLite — no database cluster, no vendor lock. It runs on your infrastructure, under your name.

The differentiation manual.

How to specialize the cell into your system: category and perspective-set configuration, source-wire setup, truth-state calibration, synthesis prompts, and the build steps — written for operators. Teams with developers move faster; teams without them still ship.

The lineage.

The framework keeps evolving — the engine, the compilers, the manual. Licensees inherit every upgrade. Your document gets smarter because the genome does. Everything grown inside your build is yours: your nodes, your sources, your data, on your servers.

The demo

Thirty minutes. One living document. Zero slides.

Step 01

Book.

Pick a slot. Tell us what you'd grow — a narrative map, an intelligence desk, an ops manual. We'll aim the demo at your use case.

Step 02

Watch.

We open a live build and feed it a breaking signal. You watch the claim arrive as Floating, bind to evidence, get measured, and settle — or snap into a mediated contradiction. Then we merge two nodes and you watch a new one get born.

Step 03

Map.

You leave with a differentiation map for your build — which organs you need, your perspective sets and truth calibration, what the wire ingests — and licensing terms in writing. No obligation.

“The first time you watch a rumor get stamped Floating while the fact next to it reads Consensus, you stop calling it a document.”

FAQ

Questions, answered plainly.

The DigitalStemCell™ framework: the node architecture, the Truth-State system, the EventMath / Totality truth engine, the differentiation manual, and the right to build and run your own living document on it — under your brand, on your infrastructure. Everything you grow inside it is yours.

No — and this is the point. AI assists the narrative layer (writing prose, drafting perspectives). The truth layer is a deterministic engine that grades evidence, computes tension between claims, and assigns truth-states with arithmetic — offline, zero external API calls, same verdict every run. An LLM never decides what your document calls true.

No. The differentiation manual is written for operators. The reference build runs on FastAPI and SQLite — one server, no database cluster. Teams with developers customize deeper; teams without them still ship.

A wiki waits for you to edit it, and every claim in it carries the same implied confidence. A DigitalStemCell™ document ingests its own sources, stamps every claim Consensus, Contested or Floating, logs every version, and connects related records automatically. You maintain a wiki. This maintains itself — and shows its work.

On your infrastructure. The graph store is a local database you own. The license grants the framework; it never grants us your content.

Nothing. Thirty minutes, a live build, no deck.

You get a differentiation map for your use case and licensing terms in writing. If it's not a fit, you keep the map.

Book the demo

Bring a dead document. Leave with a living one.

What happens next

We reply within one business day
Thirty minutes, live build, no deck
Licensing terms in writing

Prefer to read first? Grab the technical white paper.

Not a template. A genome.