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Deepmind
Sep 30, 2026
Release
Google DeepMind opens Gemini 4 Argon, its new frontier model, to trusted cyber defenders via the Fairwind Program.
Trusted defenders and Google's internal teams will receive Argon without cyber guardrails.
According to Google DeepMind, Argon can autonomously find, validate and fix critical software vulnerabilities.
At Wiz, the model discovered a critical vulnerability in health software used by hospitals.
On CWE-bench v1, which evaluates vulnerability fixing, Argon shares first place with 68%.
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Gemini 4 Argon: our next era of frontier intelligence
deepmind.google
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Embrace the red
Sep 30, 2026
Vulnerability
Copilot's read-only mode in SSMS can be bypassed to run arbitrary T/SQL.
The flaw carries the identifier CVE-2026-65669, a privilege escalation that Microsoft classifies as critical.
Copilot runs its queries with the privileges of the connected user, including sysadmin.
Via a malicious constitution planted by a db_owner, a demo adds the attacker to the sysadmin role.
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From SELECT to SYSADMIN with SQL Copilot (CVE-2026-65669)
embracethered.com
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OpenAI Research
Sep 30, 2026
Attack
OpenAI says it disrupted a coordinated campaign to extract the protected reasoning of its models.
The peaks of July 24 and 25 count 16,000 requests from more than 4,000 users, attempts not necessarily successful.
A core of the activity is attributed by OpenAI to people associated with Moonshot AI, the developer of Kimi.
A path allowing the encrypted reasoning of another user to be replayed to recover its content was closed.
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Disrupting a coordinated model-distillation campaign
openai.com
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Cloud Security Alliance
Sep 30, 2026
Attack
A joint advisory from CISA, the NSA and the FBI attributes large-scale distillation campaigns to six Chinese AI companies.
The advisory AA26-251A, published on 8 September 2026, mentions billions of tokens extracted from American models.
The campaigns did not steal the model weights: they went through APIs, subscriptions and proxies.
Anthropic reports around 24,000 fraudulent accounts and more than 16 million exchanges in campaigns it attributes.
According to the author, account-by-account defenses are ineffective against a campaign spread across providers.
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Industrial Scale AI Distillation is a Cloud Security Failure
cloudsecurityalliance.org
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