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AI Security

Prompt Injection as a Supply Chain Risk in 2026

Prompt injection stopped being an LLM curiosity the moment agents started committing code. It is now a software supply chain risk and should be modeled as one.

Jan 24, 20267 min read
AI Security

Instruction/Data Conflation: Why Prompt Injection Persists

Prompt injection is not a vulnerability that will be patched. It is what happens when a system cannot distinguish the instructions it is supposed to follow from the data it is supposed to process.

Jan 23, 20267 min read
AI Security

Griffin AI vs Gemini Code Assist: Security

Gemini Code Assist makes developers faster. But faster is not safer. Here's how Griffin AI layers a security engine onto the same developer workflow.

Jan 23, 20267 min read
AI Security

MCP Ecosystem Maturation: Where It's Going

The Model Context Protocol went from a single-vendor proposal to a multi-implementation standard in under eighteen months. The security implications are still being worked out in public.

Jan 22, 20266 min read
AI Security

Taint Propagation: Griffin AI vs Mythos Approaches

Taint tells you whether attacker data actually reaches a sink. Griffin AI propagates it; Mythos-class tools infer it. The difference shows up fast.

Jan 22, 20266 min read
AI Security

Hugging Face Pickle Backdoor Research 2025

Pickle-serialized model files remain a live attack surface on Hugging Face. Here is what 2025 research disclosed about persistent backdoors and what defenders should do about it.

Jan 22, 20267 min read
AI Security

AI Agent Security Risks: Why Autonomous Systems Are the Next Supply Chain Frontier

AI agents are consuming APIs, installing packages, and executing code autonomously. The security implications are massive and largely unaddressed.

Jan 20, 20266 min read
AI Security

Griffin AI vs Cohere Command for SecOps

Jan 19, 20267 min read
AI Security

The Disproof Step: Griffin AI vs Mythos

Most AI bug hunters skip the hardest step: trying to kill their own findings. Here is why Griffin AI's disproof pass is the single biggest lever on false-positive rate.

Jan 19, 20265 min read
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