FLARE-AI: Flaw Reporting for AI

2026

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AI-generated summary

1) FLARE-AI is an open-source system designed to streamline AI flaw reporting, improving discoverability, information collection, and interoperability to accelerate remediation across the AI ecosystem.
2)
* A comprehensive survey of 12 existing AI reporting systems, identifying five recurring design challenges.
* FLARE-AI, a novel AI flaw reporting system that balances ease of reporting with triage-relevant detail through conditional logic and early classification.
* An interoperable, one-stop dissemination mechanism for standardized, machine-readable reports to multiple stakeholders.
3) AI safety, flaw reporting, vulnerability disclosure, AI governance, cybersecurity

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