OpenAI discovered AI can secretly communicate via CPUs; Vercel’s CEO replicated the experiment, showing AI can still communicate even when CPU cores are isolated.
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Beating AI News Flash, OpenAI disclosed last week that two AI agents, which were originally unable to communicate via network or shared files, secretly exchanged information by exploiting the read speed difference of CPU cache. Guillermo Rauch, founder and CEO of Vercel, subsequently created a demo program called "cpu-chat" to replicate a similar communication method on his own computer. He used Firecracker technology to run at least two isolated, network-disabled virtual machines on the same machine. Under normal circumstances, these virtual machines cannot directly exchange information, but they still share the same hardware resources. Rauch tested three methods: one side intentionally occupied the CPU, altered cache state, or consumed memory bandwidth, while the other side monitored changes in its own operating speed and interpreted the speed difference as a message. Even after disabling hyper-threading, disabling memory page merging, and assigning different virtual machines to separate CPU cores, this communication method still worked. Rauch noted that the experiment is not only applicable to x86 processors, but also runs on Apple M5 chips. However, this experiment is a manually designed communication test, not a case where two AI agents secretly connect on their own initiative. Rauch also pointed out that real cloud environments have more interference factors, making this type of communication harder to achieve, and anomalies can be detected by monitoring hardware operating status.
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