In this interview with Help Net Security, Jaya Baloo, COO & CISO at Aisle, examines the debate over restricting access to cyber-capable AI models. She lays out the strongest argument for gating these tools, then explains where it breaks down for security teams who depend on the same capabilities for defense. Baloo argues that policymakers misread how attackers and defenders operate, that open-weight models cut both ways, and that limiting access can widen the gap between well-resourced organizations and everyone else.
Make the strongest case for gating cyber-capable models, the version a thoughtful safety researcher would give you. Then tell me where you think that argument quietly falls apart in an operational environment.
The strongest argument for gating a cyber-capable model is that it reduces the expertise required to exploit existing ones. A capable model can compress years of accumulated knowledge into an accessible interface. The concern isn’t necessarily the elite nation-state operator. Those actors already possess advanced capabilities. The concern is the expansion of the group of people able to perform sophisticated offensive activity. We see this playing…
