Tagged “jailbreaks”

2 posts.

All Model Architecture19 Training & Alignment22 Inference & Serving18 Agents & Orchestration11 Reasoning & Evaluation26 Safety, Security & Governance7 Platforms & Practice20

Safety, Security & Governance 24 min

A Decade of Adversarial Examples: Why Robustness Never Came Free

In 2014 a perturbation the size of one 8-bit colour step turned a 57.7 percent panda into a 99.3 percent gibbon. Twelve years, 300 million synthetic training images and more than 10^21 training FLOPs later, the best CIFAR-10 mode…

security safety evaluation benchmarks ∑ ◫

Safety, Security & Governance 21 min

The Moderation Tax: How Guardrail Classifiers Trade Latency for Coverage

A guardrail is a classifier sandwich wrapped around your model, and every layer you add buys coverage with latency and false refusals. Here is how the layer actually works, what it costs, and where it breaks.

llm-safety guardrails content-moderation jailbreaks ∑ ◫