Image created with gemini-2.5-flash-image with claude-sonnet-4-5. Image prompt: Create a 16:9 cinematic split-screen poster. LEFT SIDE (40% width): – A research desk with printed ocean maps, topographic charts, and graphs that resemble deep search or exploration patterns, with a notebook open to sketched networks and notes. – The background is a turquoise / teal abstract field made of stylized blue rods or data fibers, suggesting deep data exploration under the surface. – Use soft research-lab lighting. No glowing oceans, no neon. RIGHT SIDE (60% width): – A green-toned abstract aerial forest canopy texture, connecting exploration to the natural world. – Two clean rounded rectangles stacked vertically near the center-right. – The TOP rectangle contains the text: “DeepSeek”. – The BOTTOM rectangle contains the text: “2025/10/10”. – Clean sans-serif font, dark green or charcoal. OVERALL STYLE: – Curious and thoughtful rather than flashy. – No corporate logos or extra text. – Maintain the turquoise/forest split-screen.
🤔 Ever thought about how models like DeepSeek-V3.2 with Dynamic Sparse Attention might fundamentally reshape inference systems? Zhihu contributor & Huawei researcher 左鹏飞 and team tackled this with SparseServe — a system tailored for sparse-attention LLMs. 💡 Their key https://x.com/ZhihuFrontier/status/1976544233700929614
The results: 4x faster vs. baseline 500 TPS on DeepSeek-V3.1 Outperforms specialized hardware The more you use it, the better it performs.”” / X https://x.com/togethercompute/status/1976655649120612525
🚨 New Open Models in the Text Arena! The most competitive Arena has new contenders on the board from 🐳 @deepseek_ai. DeepSeek-V3.2-Exp’s thinking variant has broken into the Top 10. Highlights: 🔹 #2 open model: DeepSeek-V3.2-Exp-Thinking, tied #9 overall 🔹 #6 open https://x.com/arena/status/1976000265271873851
🚨 New Top Open Model Update! A relative newcomer to the Arena, @zai_org’s GLM-4.6 takes the clear, undisputed #1 spot for Top Open Model. 🏆 It also ranks #4 overall, which is not an easy feat! The next top open model, DeepSeek R1 0528, has been the standing champion for https://x.com/arena/status/1975220164703752351
Interesting new results on the latest agentic benchmark (GAIA2): deepseek v3.1 terminus is a very strong model if you want OSS for your agents! Interestingly, more reasoning can be cost effective! (eg: if your agent is smarter it’s better at selecting the correct tools faster)”” / X https://x.com/clefourrier/status/1975469097174634854
Moondream 3 understands UIs, not just pixels. Identify buttons, prices, and labels with a prompt. Perfect for agentic workflows. Open, tiny, blazingly fast. https://x.com/moondreamai/status/1976624914070401142
Recent open weights releases are reducing the gap to proprietary frontier models on agentic workflows On the Terminal-Bench Hard evaluation for agentic coding and terminal use, open-weights models such as DeepSeek V3.2 Exp, Kimi K2 0905, and GLM-4.6 have made large strides, with https://x.com/ArtificialAnlys/status/1975468544973545810
Z ai’s updated GLM 4.6 (Reasoning) is one of the most intelligent open weights models, with near DeepSeek V3.1 (Reasoning) and Qwen3 235B 2507 (Reasoning) level intelligence 🧠 Key intelligence benchmarking takeaways: ➤ Reasoning Model Performance: GLM 4.6 (Reasoning) scores 56 https://x.com/ArtificialAnlys/status/1975425594679496979
🚀 Moondream 3 Preview is now live on fal! 🧠 9B params (2B active): faster + smarter 🖼️ Real-world vision: drones, robotics, med-imaging, retail ⚙️ 64-expert MoE + 32K context for structured reasoning 🔍 Native pointing, improved OCR, fine-tuning ready https://x.com/fal/status/1976682702167228919
