The PearlOS project has launched an open-source swarm intelligence platform that uses local models to handle multimodal tasks. It automatically selects and switches between top-performing models based on benchmarks, ensuring users always access the latest and most capable models without relying on closed-source systems or subscriptions.
The power of intelligence is better in the hands of the people than in the board rooms of tycoons
Thinking Machines releases Inkling, Tencent updates Hy3 with Apache 2.0 license
The latest roundup of open model artifacts highlights significant releases from Thinking Machines and Tencent, alongside updates from Poolside and DeepSeek.
Moonshot releases Kimi K3 open-weight model and infrastructure
Moonshot has released the full details, weights, and supporting infrastructure for Kimi K3, a 2.8T-parameter Mixture-of-Experts model with approximately 104B active parameters per token. The release includes technical reports detailing its hybrid long-context stack and new tools like MoonEP, FlashKDA, and AgentEnv.
Kimi K3, DeepSeek V4 Pro, and GLM-5.2 compared on benchmarks, license, and serving cost
A comparison of three open-weight sparse Mixture-of-Experts models—Moonshot AI's Kimi K3, DeepSeek V4 Pro, and Zhipu AI's GLM-5.2—evaluates their capabilities, licensing terms, and serving costs for long-horizon coding and agent workloads.
DeepSeek releases V4-Flash with post-training gains and open weights
DeepSeek released an updated public-beta API for DeepSeek-V4-Flash alongside immediate open-weights availability, marking a significant performance leap achieved through post-training rather than architectural changes. The model retains its 284B total / 13B active parameter structure but shows substantial improvements in agentic capabilities and coding benchmarks.
DeepSeek releases DeepSeek-V4-Flash-0731 with enhanced agentic capabilities
DeepSeek has released DeepSeek-V4-Flash-0731, the latest model in its V4 family, featuring substantially enhanced agentic capabilities. The 304 billion parameter model is available on Hugging Face and OpenRouter.