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AI 'cyber guardrails' are overblocking legitimate defensive security work while attackers bypass them easily.
Kimi K3 fixed 15 critical security bugs that Codex and Fable refused due to guardrails, and Hugging Face reported that hosted models refused exploit-payload analysis during their incident, forcing use of a local GLM 5.2 model instead. ✦ AI generated
AI News · Latent Space · 2026-07-22 · original ↗
Kimi K3 just fixed 15 critical security bugs that Codex and Fable refused because of 'cyber guardrails'. Hugging Face: We had this experience ourselves this week! Very scary to be guardrailed as a defender when you know attackers are likely bypassing
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supports → AI models help both attackers and defenders find software vulnerabilities, but defenders benefit more because defense requires covering a broad attack surface while an attacker only needs to find one way in, meaning AI could ultimately push the world toward much more secure systems.Ann · a16z Podcastsupports → AI models help cyber defenders more than attackers because defense means protecting a broad expanse while an attacker only needs to find one way in, and models let organizations find and patch their own vulnerabilities before adversaries exploit them.Ann · a16z Podcast