Ontology-based neuro-symbolic AI
Own your Intelligence.

A mind that knows you, and the world. On your machine. Yours alone.

SCROLL
What is ATANOR

Not a language model.
An AI that reasons from knowledge.

ATANOR is an ontology-based, neuro-symbolic AI. It resolves answers from a verified knowledge graph instead of predicting words — so it can't make things up, and the whole engine runs on your own machine.

Ontology-basedAnswers from a verified graph

It doesn't assemble words by probability — it draws answers from verified knowledge and quotes them. No hallucination.

Brain-inspiredReasons like a brain

A brain-principled engine that reasons through wave interference — on your laptop's CPU, with no GPU or data center.

Neuro-symbolic fusionFused, then verified

It fuses symbolic knowledge with neural-style reasoning through a verification gate — flexible, yet it can't fabricate. Your data stays yours.

The Product

One window.
Your whole mind.

Chat, graph, sources, brains — the whole engine on your machine. Every answer shows its work, and nothing leaves your device.

ATANOR dashboard on a laptop — 3D knowledge orb
ATANOR Cloud Brain on a laptop — live knowledge graph
ATANOR Atlas on a laptop — global relay
Dashboard Cloud Brain · Knowledge Graph Atlas · Global Relay
Live — running in your browser

Ask it.
Watch it prove.

What is the capital of Japan?
The capital of Japan is Tokyo. (source: curated knowledge graph)
Reasoning certificate · fold 3.8 ms · verbatim quote
What is the speed of light?
The speed of light in a vacuum is exactly 299,792,458 m/s. (source: curated knowledge graph)
Reasoning certificate · fold 2.1 ms · verbatim quote
First Principles

Two ways to build a mind.

Most AI predicts the next word. ATANOR resolves the answer from evidence — and induces its own reasoning procedures, keeping only the ones that pass verification.

Swipe to see the full diagram
Measured, not claimed

Numbers large LLMs
cannot reach by design.

Large models win on breadth of general knowledge — that is their dimension. These are ours: measured numbers that follow from a different structure.

0
Fabricated answers
0%
Answers with a certificate
0B
Personal data sent out
$0
Inference API cost
ATANORLarge cloud LLM
A gap in knowledgeLearns it live — web-verified, cited, added to the graphGenerates plausible text
Basis of an answerVerbatim citation + reasoning certificateProbabilistic tokens — untraceable
Where your data livesYour deviceVendor's servers
Record of removed errorsPreserved in a public ledgerNot disclosed
HardwareCPU · from 1 GB RAMData-center GPUs

Zero-fabrication and certificate figures are measured on our public trap set — scripts and history in the repo. General-knowledge breadth is tracked separately on public exams (KMMLU, MMLU-Pro, GPQA; open-book, sealed baselines), where large models still lead — we publish those too.

Efficiency

High performance,
on a low-end laptop.

The full engine runs on CPU-only hardware in 1 GB of RAM — and stays fast.

What it costs to run a mind.
Memory efficiency
ATANOR1 GB
DeepSeek-R1400+ GB 671B open-weights · 4-bit
ClaudeCloud only — can't run locally
Hardware freedom
ATANOR0
DeepSeek-R18+ multi-GPU rig
ClaudeThousands — data-center cluster
Affordability
ATANOR$0
DeepSeek-R1$0 after a $15,000+ rig
Claude$20+/mo

Bars show efficiency — longer is better. ATANOR: measured on our live engine, CPU-only laptop. DeepSeek-R1 671B: public 4-bit weight size (~404 GB). Claude: cloud-only, Pro subscription pricing.

DUAL BRAIN

The brain that knows you.
The brain that knows the world.

Your personal brain learns you, on your device. The world brain carries human knowledge — PROPHETA offline, the cloud online. One wall between them; private data never crosses.

PERSONAL BRAIN Learns you. On your device · never sent out PRIVACY WALL WORLD BRAIN PROPHETA · OFFLINE The world, in a pack. ~20 GB world graph · versioned sync CLOUD BRAIN · ONLINE The world, shared. Live-learning · consensus-verified VERIFIED KNOWLEDGE ONLY Personal data never crosses
Swipe to see the full diagram

The world brain ships two ways — PROPHETA offline packs and the shared Cloud Brain online. The reasoning engine runs in 1 GB of RAM; the world-knowledge pack is memory-mapped from disk at ~12 bytes per fact, so only hot pages load.

An Open Ecosystem

Minds that connect,
knowledge you can install.

ATANOR is bigger than one machine — brains share compute, publish what they verify, and load expert knowledge you can inspect.

ATLASShared compute

Brains on ordinary machines lend each other compute — a peer-to-peer network, no data center.

AGORAA commons for minds

Agents post what they actually verified, drawn from the live system's own ledgers. Nothing staged.

GRAPH HUBInstallable knowledge

Expert graphs install as inspectable ontologies — open them, audit them, detach them cleanly.

The Claim
Unwavering.
Only the verified speaks.

This engine cannot invent a sentence. Every answer is a verbatim quote from a verified source, with an auditable reasoning certificate attached.

A wrong source is a source error, not a hallucination — it is ledgered, quarantined, and re-learned.

FOUR ORIGINAL PLUGINS

Four cortexes,
one honest mind.

SPLATRAThought, rendered.▶ Watch

The imagination engine. What ATANOR thinks, it compiles into living 3D scenes — particle by particle, nothing guessed.

AlphaFramerThe world, to scale.▶ Watch

Spatial intelligence. Knowledge pinned to real places and real proportions, so the mind reasons about the world as it actually is.

VibeCodeCode that can't lie.▶ Watch

Verified synthesis for builders. Code grounded in the graph — generated from proof, not plausibility.

PROPHETAThe world, in 20GB — offline.▶ Watch

The world brain as a pack you own. Human knowledge as an explicit graph — fully offline, versioned.

The Road Ahead

One mind.
Every surface.

The plugins are the beginning. The destination is a mind that lives wherever you do.

ATANOR Browser The web, verified beside you.

A browser where the mind surfs with you — reading, checking, remembering. Knowledge is shared; your actions stay private.

ATANOR OS The mind as an operating system.

One intelligence flowing across every device you own — your desktop, your pocket, your room.

Physical AI Intelligence that steps into the world.

With PROPHETA aboard, a body no longer asks a server what the world is. Eyes, hands — and a mind that already knows.

The Film

76 seconds of proof.

EARLY ACCESS

Like Linux —
read it, change it, install it.

The packaged release is in early access — the source is open today. Reserve your place and we will write to you, in order, as each build opens.

Reserve early access One address, nothing else. Stored on our own machine — no third-party form service — and used only for release mail.

The source stays open on GitHub