NVIDIA outlined three cuTile kernels for Mamba-2 and said optimized forward-pass code ran 1.14x to 1.82x faster than a Triton ...

The day after trying out speech recognition, you decide to run a different speech synthesis model. Suddenly, the Python ...

Traditional compute primitives are not built to run hundreds of millions of these agents at planet scale, which led us to ...

A University of Washington project called VibeServe needed a multi-agent research pipeline, not a few prompts, to make ...

When running massive AI models on your own PC or limited GPU servers, the magic technology that is absolutely essential is ...

Google open-sources TorchTPU, a native PyTorch backend built with Meta that lets developers run models on Cloud TPUs with ...

Google announced on October 20, 2026, at PyTorch Conference 2026 that TorchTPU, its native PyTorch stack for Tensor ...

NVIDIA RTX Spark laptops launched Oct 16 at $2,399, pairing a Blackwell GPU and Grace CPU with 128GB unified memory across 6 ...

Substantive human oversight requires a 4-part escalation layer: bi-directional transparency, granular controls, context routing, and auditable feedback loops.

AWS says TorchNeuron brings PyTorch to Trainium with one configuration change. The compatibility sweep is broad; the only published performance result is one cu ...

StartLux open-sourced Prism, an inference engine written for its decision models, on GitHub on2, Pandaily reports. On one ...

Google open-sourced TorchTPU, a native PyTorch backend for Cloud TPUs that reaches 52% MFU training Qwen 3 8B.