Beyond Attribution: Why AI Code Needs Real Provenance Tracking

Microsoft's failed auto-attribution feature exposed a critical gap in AI code governance: simple git markers provide no proof of what was actually AI-generated, by which models, or under what prompts. As organizations adopt AI-assisted coding at scale, accurate provenance tracking becomes essential for security audits and compliance—a gap that solutions like LineageLens attempt to fill.