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Recent Posts

  • When AI Hardware Hits $1 Million: The Supply Crunch Driving Healthcare's Rising Infrastructure Costs Apr 30
  • The $18K Surprise: Why GitHub's New Copilot Pricing Makes Direct APIs the Smarter Choice for Healthcare Apr 28
  • Claude Platform on AWS: Understanding the Data Boundary for Healthcare AI Apr 27
  • The Mythos 'Breach' That Wasn't: What Healthcare Learns About Vendor AI Risk Apr 25
  • The Malicious Middleman: How LLM Relays Became Healthcare's Newest Supply Chain Attack Vector Apr 22

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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

32 articles

AI Security

The $18K Surprise: Why GitHub's New Copilot Pricing Makes Direct APIs the Smarter Choice for Healthcare

GitHub's June 1 shift to usage-based billing triggered immediate backlash when companies discovered their costs could in...

Apr 28, 2026 23 min read
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AI Security

The Malicious Middleman: How LLM Relays Became Healthcare's Newest Supply Chain Attack Vector

New research analyzed 428 LLM relay servers and found 9 actively injecting malicious code into AI tool calls. For health...

Apr 22, 2026 19 min read
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AI Security

Small Models, Big Impact: Why Healthcare Doesn't Need Mythos to Find Vulnerabilities

One day after Anthropic announced Claude Mythos was too dangerous to release, security startup AISLE showed that $0.11/M...

Apr 21, 2026 16 min read
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AI Security

The AI Gateway Everyone Uses Just Got Backdoored: LiteLLM and the Healthcare Supply Chain Risk

LiteLLM, the Python library with 95 million monthly downloads powering nearly every AI agent framework, was compromised ...

Apr 20, 2026 14 min read
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AI Security

UK Government Reality-Checks Claude Mythos: Why Healthcare's Cyber Basics Just Became Non-Negotiable

The UK AI Safety Institute's independent evaluation of Claude Mythos Preview reveals critical nuances missing from vendo...

Apr 19, 2026 8 min read
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AI Security

Comment-and-Control: GitHub-Integrated AI Agents Vulnerable to Credential Theft

AI agents integrated with GitHub Actions can be hijacked via prompt injection to steal API keys and tokens. Anthropic, G...

Apr 16, 2026 7 min read
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AI Security

The Underground AI Threat Healthcare Isn't Prepared For: GTG-1002 and What Comes Next

While healthcare debated AI governance, adversaries built autonomous attack systems. GTG-1002—the first documented AI-or...

Apr 14, 2026 35 min read
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AI Security

Project Glasswing: When AI Finds Vulnerabilities Humans Missed for 27 Years

Anthropic's unreleased Claude Mythos Preview model found thousands of zero-day vulnerabilities across every major OS and...

Apr 08, 2026 23 min read
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AI Security

Securing AI-Generated Code at Scale: Why Healthcare Needs Code Risk Intelligence, Not Just Scanning

AI coding assistants let developers write code faster than ever—but speed decouples volume from understanding. IBM's Pat...

Apr 07, 2026 24 min read
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