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Recent Posts

  • GPT-6 Cyber Is Here — And OpenAI Called It Critical Nov 09
  • When AI Builds the Exploit: OpenAI’s LPE Pipeline and the Patch Velocity Imperative Nov 06
  • When the AI Tool Becomes the Attack: DPRK’s Binance Playbook and What It Means for Enterprise Security Nov 05
  • OpenSSL 4.1.0 Is Out. Healthcare Security Teams Have Three Separate Decisions to Make. Nov 04
  • Anthropic’s AI Watermark Goes Live Today — What It Does (and Doesn’t) Prove Nov 03

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#RealTalk with Aaron Bregg

AI Security & Healthcare Insights

Practitioner-focused analysis at the intersection of AI security, AI governance, and healthcare cybersecurity

AI Security

GPT-6 Cyber Is Here — And OpenAI Called It Critical

OpenAI released GPT-6 Cyber on November 5 — the model behind 948 Linux kernel exploits and 81 unknown Firefox flaws — an...

Nov 09, 2026 8 min read
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AI Security

When AI Builds the Exploit: OpenAI’s LPE Pipeline and the Patch Velocity Imperative

OpenAI’s 30-hour agentic pipeline turned 2,308 Linux kernel vulnerability candidates into 948 working LPE exploits at $1...

Nov 06, 2026 7 min read
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AI Security

When the AI Tool Becomes the Attack: DPRK’s Binance Playbook and What It Means for Enterprise Security

North Korea’s TraderTraitor stole $6.3 billion from Binance — but the dollar figure undersells the story. The October 20...

Nov 05, 2026 9 min read
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Learning Center

OpenSSL 4.1.0 Is Out. Healthcare Security Teams Have Three Separate Decisions to Make.

OpenSSL 4.1.0 ships DTLS 1.3, post-quantum algorithm optimizations, and arrives the same week OpenSSL 3.6 reached end of...

Nov 04, 2026 10 min read
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AI Security

Anthropic’s AI Watermark Goes Live Today — What It Does (and Doesn’t) Prove

Anthropic is activating SynthID-Text watermarking on its 4-series API models today, November 3, 2026, with the EU AI Act...

Nov 03, 2026 9 min read
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AI Security

The Claude Code Extension Was Trojanized. Here’s What “Anthropic Hacked” Actually Means

On October 29, a malicious build of the official Claude Code VS Code extension delivered a persistent SSH backdoor to de...

Nov 02, 2026 9 min read
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AI Industry Watch

This Week in AI Governance: Three Stories, One Pattern

Three posts, three organizations, three different failure modes — agent trust boundaries, third-party software exposure,...

Oct 30, 2026 5 min read
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AI Industry Watch

Amazon Told Its Engineers AI Is Optional. Here’s What Happened Before That Memo.

Amazon’s new SDE role guideline says outcomes matter more than AI tool adoption. The context behind it — a 13-hour outag...

Oct 29, 2026 10 min read
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AI Security

Deleted But Not Gone: The Johns Hopkins Shadow AI Incident and the PHI Persistence Problem

Johns Hopkins Bayview notified 3,182 patients after a worker uploaded a PHI spreadsheet to an unapproved public AI tool....

Oct 28, 2026 7 min read
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