English translation is being prepared.
#Model releases#DeepSeek#Reasoning
#Model releases#DeepSeek#Reasoning
#Model releases#Reasoning#English text is being prepared.
#Model releases#Open-source ecosystem#Video
#Model releases#Multimodal#English text is being prepared.
#Industry news#Model releases#Agents
Inception released the diffusion-architecture large model Mercury 3 on October 19, 2026, claiming it surpasses GPT-6 Luna and Claude Haiku 5.5 on multiple benchmarks, reaches a speed of 1068 tokens/s on NVIDIA GPUs, and increases the context window from 260,000 in Mercury 2.5 to 1 million tokens. The launch price is $0.10 per million input tokens and $0.35 for output, with regular pricing at $0.20 and $0.70, and cached input at $0.02. Mercury 3 can be accessed via the Inception API, OpenRouter, Baseten, and Vercel, and is compatible with the OpenAI API; Mercury 2 and 2.5 are no longer available to new users, and existing customers can use them until November 15, 2026.
#Model releases#Reasoning#Agents
#Model releases#Reasoning#English text is being prepared.
#Model releases#Agents#English text is being prepared.
#Model releases#Agents#Reasoning
#Model releases#Open-source ecosystem#DeepSeek
#Model releases#English text is being prepared.#Microsoft
Meta's open-weight model Muse Spark Open is available on Fireworks from day one of launch. It is an 816B-parameter MoE model that activates 42B parameters per token, with a 1M-token context window, targeting long-horizon coding and agentic tasks. Fireworks says it ranks first among 75 models on Vals AI's Harvey legal agent benchmark with 25.4%, nearly 4 times that of Claude Opus 5 (6.7%); on the Rogo Big Finance Bench it surpasses Claude Opus 5.5 at every difficulty level. Fireworks validated the weights with its own production stack, scoring 91.1% on AIME26, 89.7% on GPQA Diamond, and 84.3% on SWE-bench Verified, and reproduced consistent results with SGLang.
#Product updates#Model releases#English text is being prepared.
English text is being prepared.
#English text is being prepared.#Model releases#Reasoning
Welcome back. Space Bunny. 🚀 MiniMax-M3.1-Flash is coming. https://t.co/geIOTBBLRr
#Model releases#Reasoning#Agents
#Model releases#Agents#Open-source ecosystem
#Safety / alignment#Agents#English text is being prepared.
#Model releases#Open-source ecosystem#Agents
#Model releases#Agents#English text is being prepared.
#Model releases#English text is being prepared.#Agents
DeepSeek V4.1-Flash has been updated to version V4.1-Flash-1017; the official web, App and API have been updated in sync, and the model weights are available for download on HuggingFace and ModelScope. In the DeepSWE v1.1 test, the new model's max tier achieved a single-task pass rate of 77.0%, 2.8 percentage points higher than the previous version, and the average cost per task dropped from about 3.3 yuan to about 1.3 yuan. DeepSeek also opened to the public the Search and Fetch APIs of its self-developed search engine; both interfaces are priced at 5 yuan per thousand calls, and this part of access via server-side tool calls will be charged per call starting from 00:00 Beijing time on November 1.
#Model releases#Open-source ecosystem#English text is being prepared.