https://derekwang2002.github.io/ai-intelligence/en/projects/ling-3-1-flash/ Material changes in AI models, agents, engineering and infrastructure, with primary sources and recommendations. en Mon, 02 Nov 2026 16:56:00 GMT https://derekwang2002.github.io/ai-intelligence/en/events/ev-20261013-07/ ev-20261013-07-published Sun, 18 Oct 2026 15:58:14 GMT New WATCH <p>InclusionAI released MIT-licensed Ling-3.1-flash weights. The model has 560B total parameters with 25B active per token and targets coding, search, office and general agent work. Official SGLang and vLLM recipes are public, but representative deployment still requires eight H200s or four GB300s.</p><p><strong>Why read: </strong>MIT weights and deployment recipes are public; 1M context and coding results remain unverified.</p><p>Recommendation: WATCH</p><p>Sources: <a href="https://huggingface.co/inclusionAI/Ling-3.1-flash">Ling-3.1-flash model card and weights</a> · <a href="https://github.com/inclusionAI/ling-cookbook">Ling deployment cookbook</a></p>