a mobile phone's screen showing the logo of Chinese AI Zhipu in Beijing on January 21, 2026. Investor confidence in Chinese AI startups is riding high, but obstacles to their long-term success range ...

DSpark can make decoding faster, but acceptance quality still determines how much speed the system actually realizes.

DeepSeek speculative decoding framework DSpark went live June 27 on V4-Flash and V4-Pro, reporting up to 85 percent faster ...

It allows engineering teams to host frontier-level AI on their own sovereign infrastructure, entirely eliminating vendor lock ...

Chinese AI lab Zhipu AI releases GLM-5.2 with a stable 1-million-token context under the MIT license. On hours-long coding tasks, the open-source model trails Anthropic's Opus models by just a few ...

Local AI inference at 32B-parameter quality, no cloud API required: University of Waterloo researchers released PAW on July 2, 2026, a system that compiles any natural-language task spec into a 23MB ...

A production-stable deployment of AEON-7/Qwen3.6-35B-A3B-heretic-NVFP4 with DFlash speculative decoding on NVIDIA DGX Spark (GB10 / sm_121a). ⚠️ READ THE REQUIREMENTS SECTION FIRST. This image and its ...