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Perplexity Computer adding ability to split tasks between local and cloud models

Perplexity announced a new hybrid AI feature for its Perplexity Computer platform that will automatically split tasks between local on-device models and cloud-based frontier models. The system will handle sensitive data like financial records and health information locally while routing more demanding work to server-based models, without requiring users to choose between local or cloud processing upfront. The feature, called hybrid agentic inference, is scheduled to arrive in July.

read1 min publishedJun 2, 2026

Perplexity has announced a major new feature coming soon to Perplexity Computer: the ability to split tasks between local and cloud models.

Perplexity Computer is the company’s agentic system for putting AI to work for you.

The upcoming task splitting feature will let Perplexity Computer switch between on-device AI models and more powerful server-based models for different jobs.

The idea is that one system will be able to handle sensitive data locally while also accessing front models with more power when needed.

Here’s Perplexity on why it’s building the new hybrid AI feature:

Hybrid agentic inference is for work that includes sensitive data but needs powerful AI. Things like financial records, health information, and personal files. The compact model runs locally on your device to determine when sensitive data should also be kept locally.

Meanwhile, work that needs a frontier model’s full capability runs on the server. Most real tasks are a mix, so Personal Computer splits them and coordinates the parts. Unlike tools that ask you to pick local or cloud up front, this happens on its own, task by task.

Perplexity says the hybrid AI orchestration feature will arrive for Perplexity Computer in July.

Related Perplexity stories:

Perplexity elaborates on Mac-native ‘Personal Computer’ platformPerplexity AI app introduces ‘all-new native Mac experience’ for Personal ComputerPerplexity’s Personal Computer AI assistant feature launches on Mac for subscribers

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