AI Security
Griffin AI vs Sourcegraph Cody for Security Use
Cody's codebase-wide context is valuable for security review. Griffin AI adds reachability, taint, and policy grounding that Cody doesn't target.
Mar 24, 20262 min read
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AI Explainability: Why It Matters for Security and Trust
AI explainability is the ability to understand why a model produced a given output. In security, it is the difference between an alert you can act on and one you cannot.
Mar 24, 20267 min read
AI Security
AI Accelerators: A Security Guide to the Hardware Running Your Models
AI accelerators are the specialized chips that make model training and inference fast, and they bring their own attack surface: memory leakage, driver stacks, and firmware you did not write. Here is what to secure.
Mar 24, 20266 min read
AI Security
Guardrails for Autonomous Code-Fixing Agents
AI agents can now open pull requests that patch vulnerabilities on their own. Without guardrails — scoped permissions, test gates, human merge approval — they can also break builds and introduce new flaws at machine speed.
Mar 24, 20266 min read
AI Security
The OWASP AI Top 10 Explained: LLM Risks for 2025 and Beyond
The OWASP AI Top 10 is the community list of the most critical security risks in LLM applications, led by prompt injection. Here is what each entry means and how to defend against it.
Mar 24, 20266 min read
AI Security
What Is AI-Powered Cybersecurity? A Practical Security Guide
AI-powered cybersecurity means using machine learning and language models to detect, triage, and remediate threats faster than rule-based tooling alone. Here is where it genuinely helps and where the hype outruns reality.
Mar 24, 20266 min read
AI Security
nullifAI: Broken Pickles and the Hugging Face Detection Gap
ReversingLabs disclosed two malicious Hugging Face models that evaded Picklescan by using broken 7z-packed PyTorch archives. We unpack the technique.
Mar 23, 20266 min read
AI Security
Enterprise AI Center Of Excellence Blueprint
An AI Center of Excellence is not a committee. It is the function that makes AI adoption coherent across business units. The blueprint is specific.
Mar 23, 20262 min read
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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