Perplexity has launched Hybrid Compute, a new feature in its Mac app that splits AI tasks between powerful cloud models and local large language models running directly on Apple Silicon machines. The system uses a privacy classifier to detect sensitive data in uploaded files, keeping confidential information on the user’s computer while sending less sensitive portions to models like Opus 5 or GPT-5.6 Sol. Aimed at privacy-conscious and cost-sensitive professionals, Hybrid Compute visualizes system usage, avoids token charges for local inference, and is initially available to Pro, Max and enterprise subscribers on macOS 15 with 32GB memory.
This update represents a notable development in the Ai sector. Organizations and founders tracking this space should evaluate potential strategic and technical implications on their operations.