The ground validated this however added dimensions my preview had underweighted. Mike Leland of Island framed the enterprise AI danger floor comprehensively: knowledge leakage, shadow AI, immediate injection, copyright and IP infringement, hallucinations, and knowledge residency. These aren’t sequential issues — they arrive concurrently the second a corporation permits AI instruments into the setting.
The AI purple teaming dialog surfaced with extra business urgency than anticipated. Frontier Labs’ Brian Singer described environments the place AI attackers function at 1,000 occasions the pace of human adversaries, pushing the securing-the-stack dialog from defensive posture into one thing extra energetic. Whereas my preview was proper in regards to the subject, it underestimated the operational tempo.
On the convention flooring I caught up with Singulr CEO Shiv Agarwaland Richard Chook, Singulr’s CSO and chief strategyofficer,whose platform is making an attempt to resolve this visibility drawback at scale. Their place to begin was blunt: “AI utilization goes uncontrolled on the enterprise. The CIO, the CSO, they want some stage of management, however with out stopping or slowing down innovation.”



