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
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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
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
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
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
Securing MCP Servers: A Practical Checklist
MCP servers are runtime dependencies your agent trusts implicitly. Here is a concrete checklist for auth, tool pinning, sandboxing, and monitoring before you ship one.
Mar 22, 20266 min read
AI Security
Griffin AI vs OpenAI Pricing: Security Workloads
Per-token pricing on the OpenAI API looks cheap on a single call and expensive on a year-long security workload. Griffin AI's pricing reflects the architecture.
Mar 21, 20262 min read
AI Security
Small Language Models: Security Use-Case Fit
Small language models aren't a worse version of large ones. For specific security workflows, they're the right tool — if you know which workflows.
Mar 21, 20262 min read
AI Security
Zero-Day Triage Without Drowning Engineers
A zero-day discovery pipeline is only as useful as the triage process around it. Here is what triage looks like when the pipeline gives engineers something they can defend.
Mar 21, 20267 min read
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