Adversarial Stress Test

One agent builds something robust; an adversary with opposing objectives probes it for weaknesses; an arbiter scores severity.

Properties

family: Adversarial
maturity: emerging
diagram: adversarial
whyMultiAgent: A single model critiquing itself has correlated blind spots, it cannot find its own unknown unknowns. A different model family probes entirely different failure modes.
mast: [Cat 1]
useCases: [Prompt red-teaming][Contract review][Architecture & security review][Adversarial sparring with strict output isolation (neither agent touches the other's artifact)]
source: Red Teaming Language Models with Language Models · arXiv:2202.03286

One agent builds something robust; an adversary with opposing objectives probes it for weaknesses; an arbiter scores severity.

family: Adversarial
maturity: emerging
diagram: adversarial
whyMultiAgent: A single model critiquing itself has correlated blind spots, it cannot find its own unknown unknowns. A different model family probes entirely different failure modes.
mast: [Cat 1]
useCases: [Prompt red-teaming][Contract review][Architecture & security review][Adversarial sparring with strict output isolation (neither agent touches the other's artifact)]
source: Red Teaming Language Models with Language Models · arXiv:2202.03286