Ollama has introduced preview support for Apple MLX, bringing deep architectural acceleration to open-weight artificial intelligence models running natively on Mac devices.
The update reduces memory footprints and dramatically speeds up token generation for developers running local coding assistants and private terminal agents.
Perplexity has introduced Portable Computer, a local-first version of its agentic platform that allows users to run autonomous research and task workflows entirely on their own desktop hardware.
By executing orchestration, models, and tools locally, the software keeps confidential documents secure on the device while eliminating cloud token billing fees.
Mistral has released a model small enough to run on a normal laptop, with no connection to a server. For anyone who handles confidential material at work, that removes the step most people were worried about: the upload.
The company has not published pricing or benchmark comparisons, so how it performs against the larger hosted models is not yet established.
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