Claim Verification

DECON

Light Engine

Paste text or submit a query. DECON extracts every factual claim and runs adversarial disconfirmation using a separate model family under epistemic isolation. You get back what survived, what didn't, and why.

You've already used your free analysis. Contact Watchfire to learn more about DECON, including subscription-based access for the web UI and API.

There's some serious work going on in the background — extracting claims, running adversarial checks across model families, reconciling the results. It'll take a minute to do right. In the meantime, here's some pretty math to take your mind off the heady topics of truth and disinformation, however briefly.

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Interested in DECON?

Discuss how DECON can be integrated into your content workflow — whether you're validating AI-generated reports, auditing research, or building trust into published outputs.

Capability Overview Technical System Brief Whitepaper / Methodology Case Study Light Engine

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