Aaron Levie: cyber agents will soon process 1,000X more tokens as AI reshapes security
Kyrannio · x · 2026-10-25
Box CEO Aaron Levie argues that 1,000X more tokens will soon flow through cyber agents than today. As the surface area of cyber risk expands, keeping up manually is becoming nearly impossible — large companies barely managed before, and most companies never could.
He expects agent swarms that fan out, leverage any security tool, test attack permutations, read logs, and process enterprise data for risk levels. This capability only emerged in the past few months, enabled by long-running agents, computer use, and models deeply trained on cyber.
The quoted post from EnclaveAI showcases this direction in practice: its agents scan code, cloud, and servers to locate exposure to a Brotli memory bug embedded in Node.js, Python, and Envoy.
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