paperarXivTrust 82 · PrimaryPublished 1mo agoLive · 1mo ago
FLARE-AI: Flaw Reporting for AI
Flaw reporting for deployed AI systems is fundamental to identifying system failures and improving AI safety. Yet the AI reporting ecosystem is fragmented: researchers who identify flaws often do not know what or where to report, and groups who receive reports rarely share them with other relevant stakeholders. As a result, good-faith reporters duplicate effort by submitting many different forms, and recipients lack standardized, triage-ready information. We audit 12 reporting systems published by AI developers, cybersecurity groups, and AI flaw aggregators, identifying five recurring design c
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Paper → model → repo connections mined from source citations (Tier-1 exact match).
Why these links exist
Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.
- LinkedLinked via unknownPentagon boasts of using AI to write reports mandated by Congress →
- LinkedLinked via unknownReflections on Software Engineering in the Age of AI →
- LinkedLinked via unknownThe latest AI news we announced in May 2026 →
- LinkedLinked via unknownSupporting Europe’s work in ensuring a trustworthy AI ecosystem →
- LinkedLinked via unknownCore dump epidemiology: fixing an 18-year-old bug →
- LinkedLinked via unknownShow HN: AnalystAIPack – 118 runnable agent skills for malware analysis and RE →
- LinkedLinked via unknownSentryCode: Real-time Auditor + Honeytokens for AI Coding Agents [P] →
Covers
newsPentagon boasts of using AI to write reports mandated by CongressnewsReflections on Software Engineering in the Age of AInewsThe latest AI news we announced in May 2026newsPrompt injection is exploiting enterprise AI's biggest design flaws by targeting agents, RAG pipelines and model routersnewsSupporting Europe’s work in ensuring a trustworthy AI ecosystem
Covers (incoming)
newsCore dump epidemiology: fixing an 18-year-old bugnewsShow HN: AnalystAIPack – 118 runnable agent skills for malware analysis and REnewsSentryCode: Real-time Auditor + Honeytokens for AI Coding Agents [P]newsShell injection flaw found in 10 of 11 open-source AI agents - SC MedianewsGodot game engine tightens AI rules as maintainers face rising backlog strain - CybernewsnewsAI Slop is Choking Open Source, and Frustrating Developers - Analytics India MagazinenewsResearchers may have identified first ever documented case of AI agent-led ransomware operation - The Times of IndianewsThe hidden cost of AI support: Why MSPs still struggle with escalation and repeated diagnosis - IT PronewsEnterprise AI still smarting from leaping before lookingnewsWhen AI hurts people, who’s to blame? Global experts grapple with accountability - UN NewsnewsThe $28 Million Mistake That Inspired Estonia’s AI ‘Fuckup Finder’newsMicrosoft’s patch Tuesdays are about to get biggernews87% of Companies Were Hit by an AI Cyber Attack. The Fix Is a Skills Problem, Not a Headcount One - HackerNoonnewsForget typosquatting; slopsquatting is the software supply chain threat created by AI coding tools - VentureBeatnewsCISA sounds alarm over trio of exploited SharePoint flawsnewsMicrosoft patches record number of security vulnerabilities, citing its use of AInewsAI remains unreliable as one-size-fits-all code security tool, comparison finds - Tech XplorenewsAnthropic tested frontier AI agents in simulated deployments. They found models sabotaging code, covering up fraud, and coaching employees to leak safety datanewsAI experts: Illinois ordered an audit of AI developers. Who will do it? - Chicago TribunenewsOracle drops 1,449 security patches like it's the new normalnewsMulti-turn attacks broke AI models 88% of the time — single-turn testing missed it, Cisco AI security lead warns at VB Transform 2026newsCode fixers have fired up the AI warp drive. Strange new worlds awaitnewsCISA gives feds 3 days to fix actively exploited Ray RCE bugnewsCapital One releases VulnHunter, an open-source AI tool that finds software flaws before hackers do - VenturebeatnewsAn AI broke Snowflake's code. Then another AI agent exploited it
Implements (incoming)
Related across the graph
newsMulti-turn attacks broke AI models 88% of the time — single-turn testing missed it, Cisco AI security lead warns at VB Transform 2026newsForget typosquatting; slopsquatting is the software supply chain threat created by AI coding tools - VentureBeatnewsAI Slop is Choking Open Source, and Frustrating Developers - Analytics India Magazinereposcitix/siclawrepogoogle/mantisnewsEnterprise AI still smarting from leaping before lookingnewsSupporting Europe’s work in ensuring a trustworthy AI ecosystemreposuperloglabs/superlognewsWhen AI hurts people, who’s to blame? Global experts grapple with accountability - UN NewsnewsCISA sounds alarm over trio of exploited SharePoint flawsnewsSentryCode: Real-time Auditor + Honeytokens for AI Coding Agents [P]newsAnthropic tested frontier AI agents in simulated deployments. They found models sabotaging code, covering up fraud, and coaching employees to leak safety datarepoStarlight143/cruciblerepoflamehaven01/AI-SLOP-DetectornewsPrompt injection is exploiting enterprise AI's biggest design flaws by targeting agents, RAG pipelines and model routersnewsThe hidden cost of AI support: Why MSPs still struggle with escalation and repeated diagnosis - IT PronewsGodot game engine tightens AI rules as maintainers face rising backlog strain - CybernewsnewsAI remains unreliable as one-size-fits-all code security tool, comparison finds - Tech XplorerepoAgent-Field/sec-afnewsShell injection flaw found in 10 of 11 open-source AI agents - SC MedianewsCapital One releases VulnHunter, an open-source AI tool that finds software flaws before hackers do - VenturebeatnewsOracle drops 1,449 security patches like it's the new normalnewsCISA gives feds 3 days to fix actively exploited Ray RCE bugnewsCore dump epidemiology: fixing an 18-year-old bugnewsCode fixers have fired up the AI warp drive. Strange new worlds awaitnewsMicrosoft patches record number of security vulnerabilities, citing its use of AInewsThe $28 Million Mistake That Inspired Estonia’s AI ‘Fuckup Finder’newsShow HN: AnalystAIPack – 118 runnable agent skills for malware analysis and REnewsResearchers may have identified first ever documented case of AI agent-led ransomware operation - The Times of IndianewsMicrosoft’s patch Tuesdays are about to get biggerrepoTalEliyahu/Awesome-AI-SecuritynewsPentagon boasts of using AI to write reports mandated by Congressnews87% of Companies Were Hit by an AI Cyber Attack. The Fix Is a Skills Problem, Not a Headcount One - HackerNoonnewsAn AI broke Snowflake's code. Then another AI agent exploited itnewsReflections on Software Engineering in the Age of AInewsAI experts: Illinois ordered an audit of AI developers. Who will do it? - Chicago TribunenewsThe latest AI news we announced in May 2026