DeepSeek open sources DSpark, a new framework to speed up LLM inference by up to 85%

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

What is GLM-5.2: China’s AI model challenging Anthropic’s Claude Fable 5 in coding and long-context reasoning

In recent days, a new large language model from China has started circulating through technical circles with an unusual mix ...
techtimes

Speculative Decoding Bottleneck Broken: DFlash Hits 15x on Blackwell GPUs

Large language models have a speed problem that goes beyond raw hardware. Even on the fastest GPUs available, the standard autoregressive loop — generate one token, wait, generate the next — leaves ...
Tech Times

NVIDIA Diffusion LLM Hits 2.42x Throughput Without Retraining: Nemotron TwoTower Released

NVIDIA diffusion language model Nemotron TwoTower achieves 2.42x LLM inference throughput without a full retraining run, ...

Waterloo's PAW compiles task specs into 23MB LoRA adapters a 600M-parameter model runs entirely offline.

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 ...

Z.ai pitches GLM-5.2 for long-running software engineering tasks

The open-source model combines a one-million-token context window with architectural updates aimed at lowering the cost of repository-scale AI coding.
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Your GPU is probably making VLC stutter during 4K playback — here's the fix

My 4K videos stuttered in VLC until I turned off one setting.