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16 GoKawiil briefs on this topic

Chinese AI labs bypass small models, ship trillion-parameter open weights in 2026

GoKawiil's summer analysis of Hugging Face data shows public model repositories rose from 2.43M to 2.96M between January and August 2026, with datasets and Spaces also expanding sharply. Despite that growth, download activity remains concentrated in a tiny fraction of repositories, and Chinese labs including Moonshot, MiniMax, Xiaomi and Z.ai are releasing massive models, some exceeding a trillion parameters, without first publishing smaller versions.

Nvidia reportedly in talks to buy Hugging Face for $12.9 billion

Nvidia is said to be pursuing an acquisition of Hugging Face, the widely used repository where developers share and download AI models, according to reports from The Information and CNBC citing sources familiar with the matter. The deal isn't finalized, and Hugging Face had reportedly drawn interest from other suitors including Salesforce, while Nvidia, Google and Microsoft have all previously invested in the startup founded in 2016.

Perplexity and Nvidia unveil Portable Computer for local AI agent tasks on GPUs

Perplexity and Nvidia have released Portable Computer, a locally-run version of Perplexity's Computer AI platform that performs agentic workloads directly on a user's PC or workstation instead of relying on cloud servers. The app mirrors the original Computer interface, supports Qwen 3.8 and PPLX local models (both scaling to 27 billion parameters), and will soon add Nvidia's Nemotron 3.5 Lightning model, while asking users for permission before sending any data to cloud-based frontier models for harder tasks.

Perplexity debuts on-device AI agent 'Portable Computer' with NVIDIA

Perplexity has released Portable Computer, an agentic AI tool that runs entirely on local hardware instead of the cloud, built in partnership with NVIDIA. It relies on compact models like Qwen 3.8 and NVIDIA Nemotron 3.5 Lightning to handle complex tasks on-device, and only reaches out to cloud-based models when needed, with user permission. The feature is currently available to Perplexity Pro and Max subscribers running NVIDIA's DGX Spark hardware, with RTX GPU support planned.