A new wave of activity consistent with the Shai Hulud supply chain attack pattern is emerging right now.

Introducing Conductor: Rival Security’s reasoning engine built for real‑world complexity. Unlike today’s fragile agentic systems, Conductor delivers verifiable, scalable results and achieves breakthrough performance on Spider 2.0 — marking a serious step forward in enterprise‑grade cybersecurity AI.

Follow our journey on the new Rival Security research blog, where we share our path from early experiments to building foundational AI systems that redefine cybersecurity.