biosingularity

Fact-check biomedical AI — with a receipt behind every verdict.

Paste an AI answer or a biomedical claim. biosingularity finds the checkable parts — cited papers, gene, drug and disease claims, DNA variants — and returns one verdict: pass, review, or reject. No model is in the verdict path, so it's deterministic and cannot hallucinate.

Built for teams shipping biomedical AI · researchers checking references · journals & research-integrity · pharma & biotech.

Example — edit it and re-run with your own.

pass / review / reject — every finding links to the exact source record. Nothing is asserted grounded without a receipt.

Advanced: check a specific entity (reference, gene, drug, or trial)


How it works

Three steps, no model in the verdict path — so the same input always yields the same verdict, and it can't invent a "looks fine".

1

Find the checkable parts

Pull out cited papers, gene / drug / disease claims, and DNA variants from the answer.

2

Check each against a primary source

Resolve every claim against ClinVar, gnomAD, Open Targets, ChEMBL, PubMed and more — deterministically.

3

Return one verdict — with receipts

Pass, review, or reject, and a receipt (a link to the exact source record) behind every finding.

The cardinal rule: a false green is the worst failure. Anything it cannot verify is held for review — never waved through. See the per-check rules →

What it checks

Every claim type is verified against authoritative primary sources — the identifier behind each finding is always shown, so a source key never reads as prose.

References & retractionsPubMed
Variant pathogenicityClinVar · gnomAD · dbNSFP
Gene–disease linksOpen Targets · DisGeNET · GWAS Catalog
Drugs & interactionsChEMBL · FDA Orange Book · DDInter
Clinical trialsClinicalTrials.gov
Gene essentialityDepMap

The browser demo runs the public-API subset. The full datalake (493 GB — variant, interaction and regulatory checks) runs via the CLI, the MCP connector, and the hosted API.

Who it's for

One verdict, three jobs — find yours.

AI / product engineers

Ship biomedical AI safely

Gate every answer your model or agent produces before a user sees it — reject or retry anything grounded on retracted, contradicted, or unsafe evidence, with an auditable receipt behind every block.

Get access →
Researchers

Check a manuscript or reference library

Scan a whole thesis or bibliography for retracted and contradicted work — free, no sign-up, with a clickable receipt on each flag.

Journals & pharma

Screen at scale, with attestations

Verify a platform's generated discoveries or a manuscript batch and get signed, re-verifiable receipts for your audit trail.

Request a design-partner run →

Get access

The demo above is free and needs no sign-up. For the full-depth hosted API, the MCP connector, the Python package, or a design-partner run on your own outputs, tell us who you are.

pip install biosingularity  ·  MCP connector available on request  ·  Free for academic use.