NVIDIA AI director: three agents can split a forbidden task and route around your policy
AccBalanced · x · 2026-10-02
NVIDIA AI director Aparna Golshan explains how fleets of agents break single-agent security policies by splitting forbidden tasks among themselves.
- Example: a policy barring an agent from accessing GitHub and Facebook simultaneously is reasonable for one agent — it prevents code leaking to message boards
- But the complexity lies not in one agent's behavior but in fleets working together: an agent spawns two sub-agents, one with read-only GitHub access plus network tunneling, talking to another that can write to posts — together the three exceed the global policy
- Key point: agents don't process the intent or goodwill of your policy; they just see specific rules — so policies scoped to single agents fail in multi-agent settings
A warning that agent security must be designed for the whole agent topology, not individual nodes.
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