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VR-1	Property
Model type	Post-trained cyber reasoning model
Primary specialization	Multi-domain enterprise attack-chain discovery
Starting condition	A scoped foothold and a concrete objective
Operating surfaces	Cloud, identity, runtime, code, CI/CD, SaaS, and organizational context xxxxxx
Success signal	Execution-verified completion of the objective
Primary evaluation	IntrusionBench
Preliminary result (preview)	More than 2× black-box pass@3 over the strongest evaluated frontier baseline
Trajectory budget	Two-hour wall-clock limit per trajectory, or 250 agent turns (whichever comes first)

2.4M

+12.4%

Data points aggregated

vs. 1.8M last quarter (+33.3%)

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