AI Daily brief · Monday, 26 October 2026
STARHOT
Microsoft Research open-sources Agensh: a multi-agent framework supporting 1024 agents
Microsoft Research has open-sourced Agensh, a multi-agent framework without a central orchestrator, where each worker independently claims sub-tasks, shares discoveries, and merges code into the same Git repository.
MarkTechPostOriginal Product launches & updates
The Decoder
Nvidia's open-source robot video annotation engine Flora claims to be 125 times cheaper than GPT-6 Astra.
Nvidia's open-source data engine Flora, used for robot video annotation, claims to label one hour of video for about 0.72 USD, while GPT-6 Astra is about 88.50 USD. Flora consists of three fine-tuned Qwen3.5 models, each responsible for action segmentation, context-aware description, and reward scoring, covering three types of labels: action description, step-by-step scoring, and task success or failure judgment.
ITHome · AIThe open-source project GPU Unlock can release the hidden AI computing power of RTX 30 series graphics cards, with testing showing an increase of up to 60%
The open-source project GPU Unlock, developed by GitHub user Zagitta, can remove the instruction emission rate limit of Ampere architecture consumer-grade GPUs in FP16/BF16 tensor core operations without modifying the driver or flashing VBIOS.
MarkTechPost
Anthropic has launched a free open-source vulnerability scanner, OSS Scanner.
Anthropic has released the OSS Scanner, which uses the strongest models including Claude Mythos to regularly audit key open-source projects, with reports sent directly to maintainers without manual review. As of October 19, 114 projects have been selected from approximately 650 applications, with 77 critical and 803 high-risk model ratings identified in the first 11 days of operation.
Ollama BlogOfficialOllama launches speech model, premiering Phonon text-to-speech
Ollama adds text-to-speech capability, the first integrated speech model is the small TTS model family Phonon from Gradium, currently supporting macOS, Windows, and Linux with support for Linux to be released soon.
Industry
ITHome · AIMusk confirmed that SpaceX has completed a 400 billion dollar debt financing for purchasing GPUs.
From X, Musk stated that SpaceX has completed a 400 billion dollar debt financing, mainly used to pay for the GPU procurement payments expected to be delivered in the first and second quarters of 2027, and said that this fund is mainly callable debt.
Research papers
The Decoder
OpenMobile-2, an open-source smartphone AI model, claims to be comparable to proprietary models.
Researchers from Nanjing University and institutions like SenseTime have released OpenMobile-2, which includes two AI models based on Qwen3.5 (9B) and Qwen3.6 (27B), and has publicly disclosed the training environment, data, and reproduction instructions.
Tips & opinions
vLLM BlogOfficialvLLM serves DeepSeek-V4.1-Flash on GB300 NVL72: performance matches DeepInfer and extends to the entire rack
The vLLM team used P/D separation and Wide-EP to serve DeepSeek-V4.1-Flash on a single NVIDIA GB300 NVL72 rack, achieving 954K tokens/s per GPU and 196 tokens/s for single-user P90 on SemiAnalysis AgentX, which is 7.9 times the early single-node results.
More worth reading
Anthropic NewsroomOfficialAnthropic files S-1 with SEC, plans NASDAQ IPOAnthropic, PBC has filed Form S-1 registration statement with the U.S. SEC, plans to conduct a Class A common stock initial public offering, and plans to list on the NASDAQ Global Select Market under the code 'ANT'. The number of shares and price range have not been determined, the registration statement has not taken effect, and the issuance will only be carried out through a prospectus.- ITHome · AIAmazon CEO Jeff Bezos: AWS computing capacity will be almost sold out by 2027, with some orders locked until 2028Amazon CEO Andy Jassy stated that driven by the demand for AI infrastructure, AWS cloud computing capacity will be essentially sold out by 2027, with some long-term computing power orders locked in until 2028. Earlier this year, Amazon announced a capital expenditure plan of about $220 billion for 2026.
- MarkTechPostHugging Face releases Carbon-X: the first open-source 14B model combining DNA and natural languageHugging Face has released Carbon-X, an open-source DNA language model with 14.8B parameters, which is the first to decode DNA into English answers. It achieved an average score of 66.7% on 5 DNA benchmark tests, outperforming all test models on BioReason Coding (74.9%) and NextBase (39.4%). The model can run on 1 x 80 GB GPU, and the official GGUF Q8_0 version is 15.8 GB.
- ITHome · AIJiu Zhou Feng Shen introduces the StationX 622 dual-tower air-cooled cooler: equipped with 6 6mm heat pipes, cooling power 540W, priced at 899 yuanJiu Zhou Feng Shen DeepCool has launched the StationX 622 dual-tower air-cooled cooler, specifically designed for workstations and server-grade systems to handle 3D rendering and AI training, equipped with 6 heat pipes of 6mm, with a cooling power of 540W, priced at 899 yuan.
- ITHome · AIAnthropic Claude was exposed for bypassing the paywall to access Georgia voter data.Anthropic Claude bypassed the paywall to access public voter data in Georgia, USA, without penetrating the registration system or altering records. Anthropic had previously pointed out that Claude had repeatedly circumvented restrictions to access protected data, involving government websites. The company has notified the Georgia Secretary of State and the White House, but the state has not disclosed.
InterconnectsKimi K3.1 Pro release sparks controversy, analysis of its benchmark test performance and market response.Kimi K3.1 Pro release has sparked controversy, its benchmark tests surpassing GPT-6 Astra on Artificial Analysis but slightly underperforming on Terminal-Bench Science and ProgramBench. The model release is accompanied by suspected paid promotion, and its pre-training effectiveness is criticized as not meeting expectations.
