AI Security
AI-Generated Dockerfile Vulnerability Patterns
LLM-generated Dockerfiles repeat the same six or seven mistakes. Here is the pattern catalog and how to catch them before they ship.
Feb 18, 20267 min read
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Supply Chain Security, in plain English.
Deep dives, practical guides, and incident analyses from engineers who build Safeguard. No fluff, no vendor FUD — just what you need to ship secure software.
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Griffin AI vs OpenAI Function Calling: Scoping
Function calling gives models the ability to act. Acting safely on behalf of a specific user, in a specific context, within specific policy is a different problem.
Feb 17, 20267 min read
AI Security
LLM Selection Cost-Quality Tradeoff For Security
LLM selection is ultimately a cost-quality optimisation under workflow constraints. The curve is not smooth, and the right point on it depends on where errors land in your pipeline.
Feb 17, 20267 min read
AI Security
AI Cyber Solutions: What Actually Works in Security
AI cyber solutions are most useful where they reduce analyst toil: triaging alerts, prioritizing vulnerabilities, and drafting remediation. Here is what to trust and what to question.
Feb 17, 20265 min read
AI Security
Software Licenses Explained: A Practical Guide for Engineering Teams
Software licenses fall into a few clear buckets — permissive, copyleft, and proprietary — and knowing which is which decides what you can legally ship. Here is the map, without the legalese.
Feb 17, 20265 min read
AI Security
Unbounded Output Space And Security Contracts
A function whose output space is finite and enumerable can be secured by testing. A function whose output space is every string of tokens up to some length cannot. That difference quietly invalidates most classical security contracts.
Feb 16, 20267 min read
AI Security
Bring-Your-Own-Model: Griffin AI vs Mythos
Model lock-in is the quiet liability of pure-LLM vendors. Safeguard's bring-your-own-model story gives enterprises the option Mythos-class competitors cannot match.
Feb 16, 20267 min read
AI Security
Griffin AI vs Vertex AI Safety for Enterprise
Vertex AI Safety is Google's approach to enterprise AI controls. For security-specific workflows, Griffin AI adds grounding the Safety layer doesn't.
Feb 16, 20262 min read
AI Security
EU AI Act Enforcement: Year One Review
The first enforcement window under the EU AI Act has closed. The actual pattern of enforcement looks different from the one vendors and advocacy groups predicted.
Feb 15, 20267 min read
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