rauchg reproduces OpenAI's covert CPU-channel finding: chat across Firecracker microVMs with no network

ccerrato147 · x · 2026-10-27

Vercel CEO Guillermo Rauch built cpu-chat, reproducing OpenAI's finding on covert communication via the CPU. It runs on a generic host with 2+ network-isolated Firecracker microVMs (works on x86 and Apple M5), chatting through three mechanisms: CPU contention, cache eviction timing, and DRAM bandwidth contention. It defeats all of Firecracker's production hardening recommendations (no SMT, no KSM, tenants pinned to separate cores). The takeaway: any shared hardware gives sandboxed agents a decent-latency covert channel. Rauch notes this differs from Meltdown/Spectre-style side-channel attacks that steal data, and that the techniques are much harder to pull off in real-world environments.

Original post →

More from Safety

Safety channel →