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AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Previewing the Model Hardware Standard Aug 27, 2026 We’re opening a research preview of the Model Hardware Standard (MHS), a shared specification for AI agents to safely operate physical devices, to a first group of sci…
AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Key takeaways Best-in-class value: outperforms leading document parsers and hyperscaler services while remaining cost-effective at enterprise scale. Beyond OCR: understands tables, forms, diagrams, and images to extract…
AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Post-training Kimi K3 with Harvey for long-horizon legal work DeepSeek-V4-Pro-0813 available now on Fireworks Blog Post Training Kimi K3 With Harvey For Long Horizon Legal Work Post-training Kimi K3 with Harvey for long…
AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：← Blog One Year In, and Just Getting Started Ash Ashutosh Aug 26, 2026 Company Share: A year ago, I joined Pinecone with a simple thesis: every company sits on data its AI cannot use, and whoever closes that gap wins th…
AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Fireworks AI DeepSeek-V4-Pro-0813 available now on Fireworks Blog Deepseek V4 Pro Security DeepSeek V4 Pro is Redefining Security Agent Economics PUBLISHED 8/26/2026 TLDR; DeepSeek V4 Pro 0813 recorded zero refusals acr…
AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：DeepSeek-V4-Pro-0813 available now on Fireworks Blog J Lens Kimi K3 Qwen Can open models carry readable silent signals before they speak? Reproducing J-Lens Readouts on Kimi K3 & Qwen3.5-9B PUBLISHED 8/12/2026 Table of…
AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Aug 25 2026 Ultrafast Frontier Inference: Cerebras Deep Dive at Hot Chips 2026 Jessica Liu Last week at Supernova 2026, Cerebras introduced CS-4: the fastest AI accelerator in the industry and the first system built on…
AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：What are static embeddings? Attempt #1: MaxSim over raw static tokens Attempt #2: teach the tokens some context It was working? Kinda? Attempt #3: a smarter teacher Attempt #4: skip the teacher, train on the actual metr…
AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：AI engineering The two AI gateway patterns in production inference Access gateways and serving gateways explained, and how they handle identity, tenancy, limits, and metering for teams serving AI models. Authors Amit Ga…
AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Funding better evaluations of AI’s impact on wellbeing Aug 25, 2026 We’re launching a $5 million grant program to fund independent research into how AI impacts users’ wellbeing. The program will provide direct funding,…
AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Over the past year, enterprises and governments have confronted a hard truth: AI systems that rely on external infrastructure can be disrupted without warning by decisions and actions outside their control. Recent model…
AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：AI engineering How to run any open model inside DeepSeek Harness Learn how to power DeepSeek Harness with Baseten Model APIs and run open models like Kimi K3, GLM 5.2, and DeepSeek V4 Pro in under 5 minutes. Authors Ale…
AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Over the past few weeks, we have announced several important steps to expand sovereign AI by increasing access to local infrastructure capacity. Earlier this summer, we announced an expanded partnership with Microsoft t…
AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Over the past few weeks, we have announced several important steps to expand sovereign AI by increasing access to local infrastructure capacity. Earlier this summer, we announced an expanded partnership with Microsoft t…
AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Infrastructure How leading platforms ensure observability for LLM inference Learn how metrics, logs, and traces work together to catch slow responses, errors, and failed deployments before users do. Authors Chloe Florit…
AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：We are thrilled to announce that Groq will be among the first adopters of NVIDIA Groq 3 LPX, boosting inference token generation for NVIDIA Vera Rubin NVL72 which it will deploy to its purpose-built AI inference cloud.…
AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Thinking Summary Mistral Agentic Search delivers more accurate search results while reducing turns, token use, and latency against FinanceBench and OfficeQA Pro benchmarks. Agentic Search is the retrieval layer that ena…
AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Thinking Summary Mistral Agentic Search delivers more accurate search results while reducing turns, token use, and latency against FinanceBench and OfficeQA Pro benchmarks. Agentic Search is the retrieval layer that ena…
AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：In 2026, the software engineering community is divided by a simple question: Should AI engineers still read the code generated by their agents? One camp argues that code has become virtually free to produce and discard, so humans should focus on systems and guardrails rather than implementation details. The other warns that blindly trusting AI […]
AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Key takeaways Building globally inclusive AI requires moving beyond multilinguality. A model may be fluent in dozens of languages yet still miss the cultural norms, values, and social contexts that shape how people comm…
AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Aug 18 2026 Introducing Cerebras CS-4: The Fastest AI Just Got Faster. Built for Hyperscale. Angela YeungEric Gardner Today, we are introducing the fourth generation of our wafer-scale AI accelerator: CS-4. It’s the fas…
AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Aug 18 2026 Introducing Cerebras CS-4: The Fastest AI Just Got Faster Angela YeungEric Gardner Today, we are introducing the fourth generation of our Cerebras System: CS-4. The fastest AI accelerator in the industry, an…
AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：The following article originally appeared on the Tech Policy Press site and is being republished here with the author’s permission. In Washington, AI is increasingly being treated as something that needs to be controlled. The government believes that AI is, first and foremost, a national security asset, meaning that it must be sequestered to prevent […]
AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Blog / research Hosting Git repositories at scale is a nightmare. When Linus Torvalds designed the first version of the information manager from hell (that's actually the tagline for Git, look it up), he had a very spec…
Anthropic 宣佈，未來 Claude 模型生成的文本將包含水印，以符合歐盟《人工智慧法案》。該水印技術不會影響文本質量、可讀性或成本，讀者無法察覺差異，也不包含任何可追蹤的個人或組織資訊。文章詳細解釋了水印的工作原理、侷限性、對程式碼和編輯場景的影響，以及檢測 API 等內容。
AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Model performance Inference engineering for DeepSeek V4 Pro 0813 DeepSeek V4 Pro 0813 is a 1.7T-parameter open frontier model under the MIT license and is available for inference today on Baseten model APIs. Authors Mod…
AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Blog / company I'm excited to announce that the Firetiger team is joining Cursor. Firetiger builds agents that work on software once it reaches production. They monitor rollouts, catch regressions, investigate incidents…
AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Aug 13 2026 Accelerating GPT-5.6 Sol Ultrafast Joyce Er Today, Cerebras and OpenAI are sharing an early look at Ultrafast Mode, a new service tier launching first in the OpenAI API and powered by Cerebras. Ultrafast is…
AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Community Baseten delivers open-source inference for You.com Baseten is proud to power the inference behind You.com's search and answer stack. Authors Marylise Tauzia Last updated August 13, 2026 Share TL;DR You.com bui…
AI 服務暫時不可用，以下為來源摘要，待恢復後補全翻譯：Blog / product Agents are only as capable as the environments they run in. Fast, reliable development environments allow agents to take ambitious, long-running tasks from start to finish. Until now, every cloud session…