LEONARDO· SELF-AMELIORATING AGENT FRAMEWORK

Every
Invention
Was First
Imagined.

Fiction is the prior art. Myth is the prior art. Scripture is the prior art.

Leonardo is a self-improving agentic harness whose candidate capabilities are drawn from the library of human imagination.

SCROLL
EVIDENCE

Four pairs of
receipts.

Four ideas first written down. Four machines later built from them. Each writer is named in the record of what followed.

  1. IMAGINED

    Arthur C. Clarke

    1945

    Extra-Terrestrial Relays

    Three satellites in a fixed orbit could relay signals to the whole planet.

    REALIZED

    Syncom 3 / Early Bird

    1964

    NASA & COMSAT

    First geostationary comsats. The orbit is now called the Clarke Orbit.

  2. IMAGINED

    H.G. Wells

    1914

    The World Set Free

    Coined the 'atomic bomb' — a weapon releasing the energy bound in the atom.

    REALIZED

    The Trinity test

    1945

    Manhattan Project

    First atomic detonation. Leó Szilárd credited Wells for the chain-reaction idea.

  3. IMAGINED

    Jules Verne

    1865

    From the Earth to the Moon

    Three men launched from Florida to lunar orbit, returning by splashdown.

    REALIZED

    Apollo 11

    1969

    NASA

    Launched from Florida; three-man crew; ocean splashdown.

  4. IMAGINED

    Vannevar Bush

    1945

    As We May Think

    The 'memex' — a desk that links every document by association.

    REALIZED

    Tim Berners-Lee

    1989

    CERN: the World Wide Web

    His WWW proposal cited Bush's memex as a foundational reference.

AND TEN THOUSAND MOREOPEN ATLAS
THE MAP

We mapped
human
imagination.

Five hundred and seventy-seven thousand concepts, mined from fiction, fantasy, myth, and sacred text. Each anchored to its provenance.

One atlas. Searchable, walkable, public.

577,239

CONCEPTS

1,001,224

MENTIONS

313,009

CHUNKS

1,174

WORKS

137

AUTHORS

139

DOMAINS

THE NEXT WAVES

The map grows every week.

And we're
still building.

++ 100K

ARXIV PAPERS

The bleeding edge of every research field. Full PDFs, parsed by section.

++ 200K

ABANDONED PATENTS

Every idea filed, examined, and shelved. Each abandonment marks the moment a real inventor decided this wasn't ready yet.

++ 500

NEW BOOKS

Tier-1 PD fiction expansion plus philosophy of mind and esoteric tradition imports.

ACTIVE

FICTION
FANTASY
MYTH
SACRED

QUEUED

ARXIV PAPERS
ABANDONED PATENTS
GRAPH
Every source becomes evidence.

Failure is signal. Dead ends are seeds.

READ THE ROADMAP
STAGE 02 · LEONARDO

He walks
the map.

He extracts. He writes. He speaks.

Leonardo is the agent at the center of the project. He walks the graph, finds patterns across centuries and substrates, and drafts dossiers — concise briefs on a single idea, its lineage in the corpus, its nearest realized analogue.

He is also the public-facing voice. When the project speaks, it speaks as Leonardo.

STAGE 03 · COUNCIL

Five voices.
One decision.

Every dossier goes to the council.

Five deliberators — each with a distinct mandate — challenge a dossier, refine it, sharpen it. Most ideas don't survive.

The ones that do are not approved as inventions. They're approved as something more specific: a hypothesis with a designed implementation plan and a test.

FIVE VOICES · ONE CANON
D1

Kallimachos

The Cartographer

Holds canon precedent. Maps each new concept against the record and watches for scope drift across the council's session history.

D2

Sextus Empiricus

The Skeptic

Demands evidence. Withholds approval until graph anchors and lexical roots align, and refuses claims that rest on a single source.

D3

Archimedes

The Engineer

Drafts the mechanism. Translates a capacity claim into operational primitives and asks what the smallest working prototype would be.

D4

Philo

The Theologian

Checks the Bible KG parallels for ontological consistency. Reads the sacred corpus only; never writes to it.

D5

Humboldt

The Synthesizer

Weighs the four verdicts and authors the canon entry. Issues the final inscription that either promotes a concept or sends it back.

STAGE 04 · WORKSHOP

We test in
the agents.

Each surviving concept becomes a new capability inside one of the agents. If the capability holds under load, it stays. If it breaks, the failure goes back into the graph as evidence.

We build the future the same way the past built ours: by trying imagined things, badly, until they hold.

IN CONSTRUCTION

SELF-AMELIORATING FRAMEWORK· THE LOOP

The framework
sharpens itself.

Five stages. One closed loop. Every pass improves the next.

Leonardo is not a static graph. It is an agent framework that ingests, deliberates, builds, and tests — then feeds every success and every failure back into the corpus as new evidence.

  1. 01 · INGEST
    New books, papers, patents land.
  2. 02 · GRAPH
    Concepts and mentions resolve.
  3. 03 · LEONARDO
    The agent walks the map and drafts dossiers.
  4. 04 · COUNCIL
    Five voices deliberate; only the strongest survive.
  5. 05 · WORKSHOP
    Survivors become capabilities inside the agents. Tests feed back as evidence.

The library reads itself, more carefully each pass.

IngestGraphLeonardoCouncilWorkshopTHE CYCLE

The future is already
in the library.
We are still learning to read it.

Leonardo

Leonardo is built by a small team of humans and agents who believe imagination has been the slowest-running prior-art search in human history — and that mapping it is overdue.

The work is in the open. The data is real. The agents are working.

© 2026 · LEONARDO · AN IMAGINATION GRAPH