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AI Security

Task-Routed LLM Architectures For Security

One model for every task wastes budget on trivial work. Task-routed architectures match model capability to task requirements — the right lever for security at scale.

Feb 25, 20262 min read
AI Security

Retrieval Context Poisoning At Scale

Retrieval context poisoning scales differently than direct prompt injection. The attacker's leverage grows with the RAG ingest surface.

Feb 24, 20262 min read
AI Security

Griffin AI vs Gemini Multimodal: Security

Gemini's multimodal capabilities are genuinely useful for some security workflows. For most security workflows, the modality is code and text, not images.

Feb 24, 20262 min read
AI Security

The Eval Culture Shift in AI Security

Two years ago, AI vendors shipped without evals. In 2026, the posture has shifted. Customers expect benchmarks. Vendors without them lose deals.

Feb 23, 20262 min read
AI Security

Source/Sink Classification: Griffin AI vs Mythos

Taint analysis only works if sources and sinks are labeled correctly. Griffin AI uses a curated catalog; Mythos-class tools infer on the fly.

Feb 22, 20267 min read
AI Security

Agent-to-Agent Security in Multi-Agent Systems

Multi-agent systems inherit every trust problem of single-agent systems and add a few more. Here is how the threat model actually shifts.

Feb 22, 20267 min read
AI Security

CSRF Modern Forms: Griffin AI vs Mythos

CSRF in 2026 is not the 2012 attack. SameSite cookies, fetch metadata, and modern frameworks changed the landscape. Detection needs to keep up.

Feb 20, 20263 min read
AI Security

Enterprise AI Procurement Due Diligence Checklist

AI-for-security procurement covers more than feature comparison. The due diligence checklist that surfaces structural differences between vendors.

Feb 19, 20262 min read
AI Security

Deserialization Chains: Griffin AI vs Mythos

CWE-502 deserialisation chains are the canonical stress test for AI bug hunters. Why Griffin AI's grounded synthesis finds real chains and Mythos-class scanners hallucinate them.

Feb 19, 20266 min read
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