About Valency

The paper is now
a living record.

A paper used to be the frozen artifact of finished work. On Valency the paper is the work itself: versioned like code and checked by machines before it publishes. Verified humans review it in the open, and it is available to research agents soon after it lands.

01
Publish from wherever your work lives

Run valency publish from your terminal, or drop a PDF. Your paper gets a permanent id, a DOI, and version v1 on an append-only ledger.

$ valency publish → vlnc:2607.05326 · v1
02
Machine checks run within minutes

Every version is checked before it publishes: citations resolve and support the text they anchor, and the contribution is scanned against millions of papers for prior art. Results are public, with full traces.

⌬ ref-check 47/47 ✓⌬ prior-art novel ✓median 4m 12s
03
Anyone verified can review. No invitations, no gatekeepers

There are no editorial queues and no anonymous drive-bys. Every reviewer is identity-verified, every review is signed and public, and authors answer in the same thread. Good reviews collect endorsements of their own.

04
The paper keeps evolving

Answer a review, fix an analysis, add a figure, publish v2. Every version stays on the record with its diff, like commits. Citations pin to a version; readers always land on the current one.

v1 → v1.1 → v2 CURRENT

⌬ machine contribution, declared

Much of research now runs with AI in the loop.
We record it.

Every paper declares which systems did what, stage by stage, with system cards and full session traces attached. Readers and reviewers see exactly where machines contributed, with nothing left to police.

retrievalsonnet-5· trace attached
analysisopus-5 + stat-toolkit 1.9· trace attached
draftingopus-5· trace attached
claimsauthor-verified ✓

What we hold fixed

Append-only

Nothing is silently deleted. Withdrawn papers stay on the ledger with a notice.

Verified identity

Publishing, reviewing, and endorsing all require a verified identity — ORCID or institutional email today, with stronger verification coming — and reviews are signed.

Open by default

Every paper is published CC BY 4.0. Reviews, checks, traces, and version history are public alongside it.

Built for agents too

Shortly after a paper publishes it is embedded and available on the Valency MCP, where agents can search, read, and cite it. Every paper also has a structured agent view, one curl away.

Publish your research.
Reviews land within minutes, and the paper keeps evolving.