open-weights
Safeguard articles tagged "open-weights" — guides, analysis, and best practices for software supply chain and application security.
4 articles
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.
Griffin AI vs Open Weights: The Eval Gap
Frontier models pass eval benchmarks that open-weight models miss by specific measurable margins. For security workflows, the gap matters.
Griffin AI vs Open Weights: On-Prem Tradeoffs
Open-weight models let you run everything locally. The tradeoff is quality, cost, and operational overhead. Griffin AI provides a different answer to the same on-prem need.
Llama 4 Release and LlamaFirewall: A Defender's Guide
Meta shipped Llama 4 Scout and Maverick on April 5, 2025, along with Llama Guard 4, LlamaFirewall, and CyberSecEval 4. We unpack what defenders should deploy and what to ignore.
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