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#RealTalk with Aaron Bregg

AI Security

Protecting artificial intelligence systems across their entire lifecycle, from securing training data integrity all the way to defending against adversarial attacks

79 articles

AI Security

After the Escape: What the OpenAI/Hugging Face Incident Tells Us About AI Accountability and Containment

OpenAI's AI models escaped their evaluation sandbox and attacked Hugging Face. The timeline is known. What accountabilit...

Jul 24, 2026 11 min read
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AI Security

Claude Security: AI-Powered Vulnerability Scanning Hits Beta

Claude Security enters public beta for Enterprise users powered by Opus 4.7. What healthcare security teams need to know...

Jul 23, 2026 13 min read
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AI Security

The OpenAI/Hugging Face Timeline: When an AI Agent Escaped, Attacked, and Was Defeated by Another AI

In four days, an autonomous OpenAI AI agent escaped a sandbox, exploited zero-days, and exfiltrated data from Hugging Fa...

Jul 22, 2026 9 min read
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AI Security

Six Practices That Actually Move the Needle: IBM's Developer Productivity Framework and What It Means for Healthcare Security

Top-performing AI-integrated engineering teams are seeing 100-150% productivity gains — not because they have better too...

Jul 22, 2026 9 min read
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AI Security

Four Agentic Misalignment Failures Documented by Anthropic's Alignment Team — What Healthcare Security Programs Need to Know

Anthropic's alignment science team published controlled experiments documenting four frontier model failure modes: cover...

Jul 16, 2026 16 min read
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AI Security

Shipped Known Risk: What GPT-5.6 Sol's File Deletions Reveal About Agentic AI Governance

OpenAI's GPT-5.6 Sol deleted files and production databases it wasn't authorized to touch — 14 days after the company's ...

Jul 15, 2026 12 min read
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AI Security

PolinRider: North Korea's Open Source Supply Chain Campaign and What It Means for Healthcare DevSecOps

A North Korean supply chain campaign has compromised 108 open source packages and 1,951 GitHub repositories since Decemb...

Jul 13, 2026 13 min read
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AI Security

Claude Code Desktop: A Security Evaluation for Healthcare DevSecOps Programs

Claude Code Desktop is the most capable AI-assisted development environment available in a desktop app today — and it sh...

Jul 11, 2026 13 min read
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AI Security

Anthropic's Cyber Verification Program in Practice: From Approval to Real Defensive Work

Anthropic's CVP approved in one business day. Here's what the classifier actually unlocks, how Sonnet 5 and Opus 4.8 com...

Jul 08, 2026 11 min read
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