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AI Security

The OWASP AI Top 10 Explained: LLM Risks for 2025 and Beyond

The OWASP AI Top 10 is the community list of the most critical security risks in LLM applications, led by prompt injection. Here is what each entry means and how to defend against it.

Mar 24, 20266 min read
AI Security

What Is AI-Powered Cybersecurity? A Practical Security Guide

AI-powered cybersecurity means using machine learning and language models to detect, triage, and remediate threats faster than rule-based tooling alone. Here is where it genuinely helps and where the hype outruns reality.

Mar 24, 20266 min read
AI Security

nullifAI: Broken Pickles and the Hugging Face Detection Gap

ReversingLabs disclosed two malicious Hugging Face models that evaded Picklescan by using broken 7z-packed PyTorch archives. We unpack the technique.

Mar 23, 20266 min read
AI Security

Griffin AI vs Open Weights: Supply Chain Risks

Open-weight models give you total deployment control. They also give you a new supply chain to secure. The tradeoff is worth being explicit about.

Mar 23, 20263 min read
AI Security

ROI Timeline: Griffin AI vs Mythos

The honest answer to "when does this pay back?" is where sales decks and procurement reality diverge. Griffin AI and Mythos-class tools have different ROI shapes.

Mar 23, 20264 min read
AI Security

Enterprise AI Center Of Excellence Blueprint

An AI Center of Excellence is not a committee. It is the function that makes AI adoption coherent across business units. The blueprint is specific.

Mar 23, 20262 min read
AI Security

Griffin AI vs Claude Citations: Advisory Work

Claude's citations feature makes the model say where its claims come from. Griffin AI uses it for advisory workflows where traceability is the entire point.

Mar 22, 20262 min read
AI Security

Regression Gate Design Patterns For Security LLMs

A release gate that fails on regression is the most important operational control for AI-for-security tools. The design patterns are specific and worth copying.

Mar 22, 20262 min read
AI Security

AI Scaffold Prompts: Enterprise Governance

System prompts that scaffold AI assistants are now load-bearing enterprise assets. A framework for versioning, reviewing, and governing them as seriously as source code.

Mar 22, 20268 min read

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