AI Security
Exploit Path Synthesis: Griffin AI vs Mythos
Finding a bug is not the same as proving it is exploitable. How Griffin AI synthesises concrete exploit paths and why pure-LLM scanners rarely get past the sketch stage.
Feb 3, 20266 min read
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Griffin AI vs DeepSeek Coder for Security Review
DeepSeek Coder has become a favourite for code-focused workloads. This is how it compares to Griffin AI when the job is security review, not code generation.
Feb 3, 20266 min read
AI Security
Enterprise LLM Budget Management Patterns
LLM spend forecasting is where finance teams meet AI engineering for the first time. The patterns that produce predictability are specific.
Feb 3, 20262 min read
AI Security
RAG Pipeline Supply Chain Attacks: Vector DBs and More
RAG pipelines have six or seven supply chain surfaces, and most teams are only watching one. Here is how the attacks actually look in production.
Feb 3, 20267 min read
AI Security
Griffin AI vs Claude Haiku for Bulk Scanning
Claude Haiku is the cost-efficient model Griffin uses for high-volume scan interpretation. Here's how raw Haiku compares to Haiku inside Griffin's bulk pipeline.
Feb 2, 20266 min read
AI Security
SEvenLLM Design And Coverage
SEvenLLM set out to measure how well LLMs handle Security Event analysis, the unglamorous day-to-day work of SOCs and IR teams. A design review of what the benchmark covers, how it was built, and where the coverage maps or does not map to real operations.
Feb 2, 20266 min read
AI Security
LLM Prompt Injection: The New Supply Chain Attack Vector
Prompt injection attacks against large language models represent a dangerous new frontier in software supply chain security. Here's what defenders need to know.
Feb 1, 20266 min read
AI Security
Small-Model Distillation For Security Workflows
Distillation compresses the capability of a large model into a small one for a narrow task. For high-volume security workflows, it is often the difference between a working pipeline and an unaffordable one.
Feb 1, 20266 min read
AI Security
Griffin AI vs OpenAI o1 for Security Reasoning
Deep reasoning models are transformative for hard logical problems. Security reasoning is only partially a logic problem—the rest is grounding, policy, and workflow.
Feb 1, 20267 min read
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