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[gemini-4-argon]

3 editions · 3 items

October 3, 2026

  • Gemini 4 Argon is rolling out to vetted cyber defenders through Google's Fairwind Program, with a guardrail-free variant planned. Google says Argon handles autonomous vulnerability patching and that on Wiz's internal black-box penetration testing benchmark — analyzing live web systems without source code — it outperformed 3.8 Flash Cyber at attack-surface discovery, vulnerability identification and producing PoC evidence. 1M token context, $2/$10 per million input/output tokens (Google, SecurityWeek). On HN, one commenter dryly notes Gemini is "not beating the 'can't release a model' allegations" given the staged rollout (discussion). · AI & Model Security

in NetScaler Round Two: Patched Appliances Crashing Again as a New SAML Bug Gets Reproduced