AI Security
Griffin AI vs Claude Opus for Triage
Griffin uses Claude Opus as its deepest reasoning engine. Here's what triage looks like with Opus alone versus Opus running inside Griffin's eval harness.
Jan 17, 20267 min read
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Auto-Fix Compile Rates: Griffin AI vs Mythos
Griffin AI's auto-fixes compile clean 73 percent of the time and pass with minor edits 87 percent. Mythos-class pure-LLM patches rarely show those numbers for a reason.
Jan 17, 20266 min read
AI Security
Fine-Tuning Security LLMs vs Grounding: Which Wins
Fine-tuning teaches a model to be a security expert. Grounding lets a general model act like one by reading the right sources. The right answer is usually both, but the proportions matter.
Jan 16, 20267 min read
AI Security
EU CRA Readiness: Griffin AI vs Mythos
The EU Cyber Resilience Act wants mandatory vulnerability handling, SBOM delivery, and documented due diligence. Griffin AI produces those artifacts continuously. Mythos-class tools produce conversations about them.
Jan 16, 20267 min read
AI Security
Griffin AI vs OpenAI Codex for Security
Codex-style coding agents are powerful for writing features. Security remediation needs a different shape of system—one that grounds frontier reasoning in SBOM, policy, and reachability context.
Jan 16, 20266 min read
AI Security
Anthropic MCP Security Model: A Deep Dive
Anthropic's Model Context Protocol introduces a new trust boundary between agents and tools. Here is how the security model actually works in practice.
Jan 15, 20265 min read
AI Security
CycloneDX ML-BOM in 1.7: Implementation Guide
CycloneDX 1.7 was published in October 2025 and adopted by the General Assembly in December. We unpack what the ML-BOM capability means in practice for AI inventory.
Jan 15, 20267 min read
AI Security
Context Window As A Security Limit
The context window is usually marketed as a capability parameter. In a security setting, it behaves like a budget, a forgetting function, and an attack surface all at once.
Jan 15, 20268 min read
AI Security
Griffin AI vs Gemini Ultra for Security Reasoning
Gemini Ultra sets a high bar on complex reasoning benchmarks. But security reasoning is not benchmark reasoning. Here's how Griffin AI's engine-first approach changes the outcome.
Jan 15, 20267 min read
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