Check research by rerunning it

Does the claim hold up?
Rerun it and find out.

ProofLayer reruns a paper's experiment, checks the result with a second AI, and shows you exactly what happened.

Check a paper

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We find the paper's main claims. Pick one, and ProofLayer can rerun the experiment to see if the result is real.

Your spending limit Payment proof Second AI check
01 ADD A PAPER
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Finding claims is free. You approve every paid check.
PAPER FOUNDAgentic Evidence Acquisition for Reproducible ResearchChen, Ibarra & Okafor · arXiv:2608.04201
43CITATIONS
12RESULT CLAIMS
3THEORY CLAIMS
8FIGURES / TABLES
03CLAIMS WORTH CHECKING
02

Choose a claim to check.

We put the most important and uncertain claims first.

CLAIMSCOST
04

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We choose the best available checker for this claim. Nobody can pay to rank higher.

3 OPTIONS FOUND
1 READY NOW
BEST MATCH CHOSEN
RANK 01 CHOSEN

SourceProof Labs

citation-verifier

$0.002FOR THIS CHECK
fit
100%
independence
94%
payment proof
91%
usual time
4.2s
curated catalogREADY
RANK 02

CiteGlass

citation-entailment

$0.003FOR THIS CHECK
fit
96%
independence
89%
payment proof
86%
usual time
2.8s
x402 BazaarNOT LIVE
RANK 03

PaperTrail

source-auditor

$0.001FOR THIS CHECK
fit
83%
independence
97%
payment proof
78%
usual time
7.5s
curated catalogNOT LIVE

Checker scores come from completed paid checks, not ratings they give themselves.

05

Pay once. Then the rerun starts.

Codex starts only after the payment is confirmed. Luna then checks the rerun result.

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ASKrequest a paper check
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APPROVEyou approve in your wallet
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PAYsend the signed payment
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CONFIRMpayment reaches Algorand
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RERUNCodex reruns the experiment
8
VERIFYLuna checks the result
9
REPORTresult + payment proof
06

Did the claim hold up?

NOT RUN YETRun the $0.002 citation check
Citation [31] establishes a 22% reduction in evaluator bias.

The result will say supported, not supported, or unclear—and show the numbers behind it.

11 / 12x402 IDEA SCORE
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