AI Security
Triage Backlog Reduction: Griffin AI vs Mythos
A shrinking triage queue is the clearest sign a security programme is working. We explain why Griffin AI shrinks queues and Mythos-class tools grow them.
Feb 19, 20266 min read
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Supply Chain Security, in plain English.
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Griffin AI vs Fine-Tuned Open Weights for SecOps
Fine-tuning an open-weight model sounds like a shortcut to a custom SecOps copilot. In practice, it is one step of a much longer journey.
Feb 19, 20267 min read
AI Security
Asset Management AI: How AI Is Reshaping Security Asset Inventory
Asset management AI turns a stale spreadsheet of assets into a living, correlated inventory. Here is what it actually does for security teams and where it falls short.
Feb 19, 20265 min read
AI Security
AI-Powered Security Companies: A Buyer's Map
Nearly every security vendor now claims to be an ai security company — here's how to tell genuine AI-powered security from a rebadged feature, and what to actually evaluate before you buy.
Feb 19, 20265 min read
AI Security
Leakage Testing Methods For Security Benchmarks
A benchmark that the model has seen in training is a benchmark of memorisation. Specific leakage-testing methods separate generalisation from recall.
Feb 18, 20262 min read
AI Security
Griffin AI vs Claude Desktop MCP for Security
Claude Desktop's MCP support makes it a capable security tool. Griffin AI builds on that foundation rather than competing with it.
Feb 18, 20262 min read
AI Security
Griffin AI vs Mythos: Architecture Deep Dive
An architectural comparison of Griffin AI's engine-grounded reasoning stack against the pure-LLM pattern that Mythos-class products rely on.
Feb 18, 20266 min read
AI Security
MCP Transport Layer Security Options
MCP supports stdio, streamable HTTP, and a handful of experimental transports. Each has distinct security properties, and the choice of transport constrains every other security decision you make about the deployment.
Feb 18, 20266 min read
AI Security
Multi-Modal AI Supply Chain Considerations
Multi-modal models bring image, audio, and video into the AI supply chain. Each modality introduces provenance and integrity challenges that text-only pipelines never had to face.
Feb 18, 20268 min read
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