Perplexity AI unveils hybrid local-cloud inference system at Computex 2026

Perplexity AI , the fast-growing search startup now valued at $20 billion , unveiled what it calls the first hybrid local-server inference orchestrator at Computex 2026 on Monday night, demonstrating software that autonomously decides — in real time and mid-task — which AI workloads stay on a user's device and which get routed to frontier models in the cloud. CEO Aravind Srinivas demonstrated the system onstage alongside Intel CEO Lip-Bu Tan during Intel's keynote address, using Perplexity's " Personal Computer " agent to process confidential deal materials. In the demonstration, local models running on Intel Core Ultra Series 3 determined which information should remain on the device and which information could be sent to cloud-based models. Srinivas said the approach balances intelligence, accuracy, privacy, and cost. The key claim is not that a model can run locally — dozens of tools already do that. It is that Perplexity's system makes the routing decision itself, task by task, wit

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