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Technology · Cybersecurity · published 2026-10-08 · via Tech Startups

Insignary debuts Clarity AIR scanner for hidden open-source and AI-generated code

Image via Tech Startups
Image via Tech Startups

Insignary has released Clarity AIR, a source-code scanning tool that looks beyond declared dependencies and manifests. It matches code against a fingerprint database to find modified or regenerated open-source snippets and classifies AI-written code line by line with confidence scores. The product also inventories AI models, APIs, and frameworks to produce an AI Bill of Materials.

Context

" then paragraph. Need maybe blank line between sections. Fine. Need ensure expanded drawn ONLY from material above. We mention "Clarity AIR joins Clarity and Clarity SC, covering source code, binaries, and SBOM governance." Source says joins Clarity binary-level SCA and Clarity SC SBOM governance, coverage from source code through compiled binaries to SBOM lifecycle management. Good. "Human reviewers confirm matches before they count" source says every match reviewed and confirmed by human before counted. Good. "AI-written lines with confidence scores" source. "inventories embedded models, APIs, frameworks as AI Bill of Materials" source. "fingerprint database" source. "modified, adapted, regenerated" source. Good. Potential issue: "AI assistants may have produced" source says AI coding assistant generated. Fine. Need maybe "2 short paragraphs (under 120 words total)" We have 2 paragraphs. Good. Need no source phrasing. Let's check exact phrases: "fingerprint database" is source p

Expanded detail and Context are AI-generated analysis; the linked article remains the authoritative source.
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This summary is Al-enhanced to contain extended analysis and broader social context. The original is {NAME); the linked article is the authoritative source. Original headline: “Insignary Launches Clarity AIR to Detect Undeclared Open-Source and AI-Written Code.” Browse more stories.