OpinionOpen-Weight AI
DeepSeek V4 Pro's 72-Hour Price Hike Exposes the Open-Weight Trap
DeepSeek V4 Pro raised prices three days after launch. The move reveals a structural problem open-weight labs have been avoiding.
9 min readAnIntent Editorial
Topic
Open-Weight AI
Covers major open-weight and open-source AI model releases, licensing developments, self-hosting economics, and benchmark analysis across labs worldwide.
TutorialOpen-Weight AI
How to Run Meta Muse Glimmer-30B Locally on a 24GB GPU
Meta's new 30B agent model fits on a single consumer GPU, but only if you assemble three files correctly and flip the DFlash flag.
8 min readAnIntent Editorial
NewsOpen-Weight AI
Alibaba's Qwen3.8-Max Previews at 2.4 Trillion Parameters With No Benchmarks
Alibaba's 2.4T-parameter Qwen3.8-Max arrived at WAIC with no model card, no license, no active-parameter count, and one telling coincidence: Kimi K3 shipped 48
9 min readAnIntent Editorial
NewsOpen-Weight AI
Tencent Hunyuan Hy3 Ships as a 295B Apache 2.0 Open-Weight Model
Tencent released Hy3 under Apache 2.0 with 295B parameters, 21B active, and benchmark scores that trade blows with GPT-5.5 everywhere except repository-scale co
9 min readAnIntent Editorial