What happened
NVIDIA's garak LLM vulnerability scanner released v0.16.0 (Aug 4, 2026), introducing technique-and-intent annotation for probes and an initial IntentProbe implementation, decoupling attack technique from elicited failure mode to allow more granular recombination of red-team probes.
Why it matters
Incremental but architecturally meaningful OSS improvement to one of the most widely used LLM red-teaming tools, improving probe composability for security researchers building custom test suites.
Applicability
AI red-teaming and eval engineers using garak should upgrade to leverage the new probe taxonomy.