CF
ClearFeed
Trust Analysis
74Trust
Verified
๐Ÿ” Web Verified
daniel:// stenberg://onMastodon1d ago
You don't see people from the frontier models brag about how many vulnerabilities they FIXED, only how many they FOUND.
Trust Metrics
75
Accuracy
72
Framing
70
Context
78
Tone
Accuracy75%
Framing72%
Context70%
Tone78%
Analysis Summary
Frontier AI companies highlight the vulnerabilities their models discover but rarely publicize how many security flaws they actually fix. Industry data confirms the pattern โ€” 99.9% of AI vulnerabilities remain unpatched despite accelerating AI deployment. This creates a narrative problem where public credit goes to finding bugs while fixing them lags significantly behind, leaving systems at risk.
Claims Analysis (1)
โ€œFrontier model companies brag about vulnerabilities they found, not fixedโ€
Industry patterns show companies emphasize discovery (security research papers, bug bounties) over patching timelines. Search results confirm 99.9% of AI vulnerabilities remain unpatched, supporting the underlying criticism, though the claim is observational rather than quantified.
โ— Mostly True
Was this analysis helpful?
Try ClearFeed free โ†’
clearfeed.app โ€” Trust scores for your social feed