New arXiv papers target faster diffusion language model inference

Two r/StableDiffusion posts by the same user showcase Minimax H3 video generations of Sailor Moon characters, including a Mina clip and a Sailor Jupiter clip. The poster noted unintended zoom-ins in the Mina output.

Reddit users on r/SunoAI report severe audio quality degradation toward the end of Suno V6 tracks, including when Max Mode is enabled. The poster says structure, rhythm, instruments, lyrics, and vocals stay consistent, so the issue is not the song composition itself.

A Reddit user gave Claude Opus 5 control of an SO-101 robot arm fitted with a paintbrush and asked it to paint the Golden Gate Bridge. The model learned the arm's controls, wrote calibration files, and broke the painting task into simpler instructions, producing progressively better paintings.

Lemonade's 2026.40 release candidate sizes streaming models against the APU GTT pool instead of the fixed vRAM carve-out, fixing failures like DeepSeek-V4-Flash-IQ2XXS-DS4 on Ryzen AI Max (Strix Halo). OpenMOSS ROCm back-ends were removed on Windows and Linux after running ~40x slower than Vulkan.

A LocalLLaMA user reports running Qwen FN on a Strix box for several days, crediting the Halogen team for performance they call "the setup" for that hardware and model.

A run of new chips and AI models from Chinese national champions gives Xi Jinping a confidence boost as the U.S. summit gets underway, CNBC reports. The piece frames the export-control standoff as "you can't choke us off."