Red Hat benchmarks show small classifiers rival large LLMs for prompt injection
A 200M-parameter model matched a 35B LLM judge on prompt injection accuracy while running significantly faster, according to new Red Hat benchmarks.
Results for “guardrails”
Daily coverage of AI, developer tools and infrastructure. Each story explains what happened and why it matters, with a link to the original source.
Engineering agentic compliance with deterministic guardrails and real-time audits
Santhosh Sundar outlines how to build compliance systems that enforce rules at the point of decision using deterministic code for hard limits and agents for interpretation.
