Perplexity Wants Your Laptop to Do Part of the AI Work—So It Doesn’t Have To – Decrypt

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Perplexity Wants Your Laptop to Do Part of the AI Work—So It Doesn’t Have To – Decrypt

By Jose Antonio Lanz
Publication Date: 2026-06-03 19:32:00

In brief

  • Perplexity announced “hybrid agentic inference” at Computex 2026, a system that automatically splits AI workloads between a user’s local device and cloud-based frontier models—no manual configuration required.
  • The feature is coming to Perplexity Computer in July, demoed on Intel Core Ultra Series 3 processors and currently exclusive to the Windows PC app.
  • CEO Aravind Srinivas framed the move around cost efficiency: Perplexity’s revenue grew fivefold to $500 million while headcount rose just 34%, and offloading inference to user hardware keeps that ratio working.

Perplexity CEO Aravind Srinivas took the stage at Computex 2026 in Taipei on June 2 alongside Intel CEO Lip-Bu Tan to announce what the company calls the first hybrid local-server inference orchestrator. The system, coming to Perplexity Computer in July, automatically decides which parts of an AI task to run on your machine and which parts get routed to more powerful models in the cloud—without asking you to choose.

“Today we’re announcing the next step for Personal Computer: the first hybrid local-server inference orchestrator,” Perplexity announced. “It decides what work should run on your device and what work should go to cloud agents, automatically routing each part of a task to the right place”

“The right goal for an AI system is to deliver the most token value per watt, for each user,” Perplexity wrote in the official announcement. Three competing pressures make that hard: accuracy demands…

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