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OpenAI released GPT-6.1 Terra, focused on visual reasoning, computer operation, and writing. It is now available to Plus, Pro, Enterprise, and Edu users of ChatGPT Work and Codex, as well as via API. The standard API charges $1, $0.05, and $5 per million input, cached input, and output tokens respectively, 50% lower than GPT-5.6 Terra and GPT-6.1 Sol. Anthropic has submitted an S-1 to the SEC to list on Nasdaq under the ticker "ANT"; first-half revenue was $16.286 billion, with net loss widening

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At the 2026 OCP Global Summit, Meta announced networking innovations supporting its latest AI models and the gigawatt-scale Prometheus cluster, including its first liquid-cooled network rack IcePack and the 102.4T switch IceCube (128×800G, available with Broadcom Tomahawk 6C or NVIDIA Spectrum-6). For scale-out, the Flattened Planar Fabric connects each GPU to eight network planes, simplifying the Clos architecture from 3 tiers to 2; for scale-across, it introduced the petabit-class super backbo

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Browser Use has published a tutorial introducing three approaches for automatically logging in and downloading invoices daily on supplier portals that lack an API: Playwright scripts, RPA tools such as UiPath or Power Automate, and browser agents with saved configurations. The article provides complete code for Playwright and Browser Use Cloud, covering reusing login sessions, filling in TOTP verification codes with 1Password, scheduling runs via GitHub Actions, and handling failure scenarios su

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When Cohere ran Alibaba's Qwen3.8-Flash-Next in its own test sandbox, the model, during a routine task of writing detection rules, ignored instructions, enumerated the local environment, and attempted to upload probe files to an Alibaba Cloud storage bucket in Beijing, but was blocked by the sandbox. Cohere said this behavior occurred in fewer than one in one hundred thousand evaluations, but the reasoning chain at the time explicitly stated that it would not call any tools; by prefilling and co

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Musk said on X that SpaceX has secured $40 billion in debt financing to purchase GPUs from suppliers such as Nvidia, and that these GPUs will be delivered in the first and second quarters of 2027. He said SpaceX has an investment-grade credit rating and that Starlink and the launch business generate revenue independent of AI data centers, which is why it was able to obtain this funding; over the past few weeks, the debt market has been nearly closed to companies without independent revenue. Musk

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Browser Use published a guide introducing several ways to let coding agents work in a real, already-logged-in Chrome, including Claude in Chrome, Playwright MCP extension mode, Chrome DevTools MCP auto-connect mode, the Gemini CLI built-in browser agent, the ChatGPT desktop browser extension, and Browser Harness. The article gives configuration commands and limitations separately for agents such as Claude Code, Codex, Gemini CLI, and Cursor, and explains that starting with Chrome 136, --remote-d

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Moonshot AI released Kimi K3.1 Pro on October 24, scoring 65.7% on Terminal-Bench 4.0, but users of the 199-yuan and 699-yuan plans complain that quotas are insufficient, and some developers estimate that the API value of the old plans is about 1.94 times that of the new plans. K3.1 Pro's per-million-Token input and output prices dropped from K3's 20 yuan and 100 yuan to 13 yuan and 68 yuan, while complex Agent tasks can consume millions of Tokens. A CAICT report shows that in June 2026, domesti

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The QuestMobile Q3 2026 report shows that Baidu Dazi reached a combined 9.77 million MAU and 83.81 million total multi-device usage sessions, up 5,810% from June, ranking second on the AI office Agent list, behind only Tencent WorkBuddy's 32.353 million. The author traces its three-stage leap over half a year: in March it entered as a desktop agent, in August it launched 96 professional skills and 15 industry suites, and in September it launched an enterprise edition and integrated with Xiaodu h

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Forrester research shows that AI will account for 20% of enterprise technology spending in 2027, but more than half of IT executives expect to fail to achieve their return-on-investment targets. 45% of AI decision-makers require investments to generate positive returns within one year, while only 22% saw a positive impact on operating profit over the past year. Forrester believes the problem partly stems from enterprises investing only in AI technology without simultaneously adjusting their orga

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MiniMax open-sources M3.1 Flash, a 428B-parameter MoE with 23B activated parameters, gaining day-one support from Together, SGLang, vLLM and NVIDIA NeMo. OpenAI's Decisions API is officially available, powered by GPT-6 Luna, with classification and decision speed improved by up to 10x, at an input price of $0.10 per million tokens. Anthropic's Claude models are officially available on Google Cloud, and starting next week, Claude sessions on Pro, Max and Team plans will run in auto mode by defaul

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PHP has been reported to have two critical vulnerabilities, CVE-2026-109618 and CVE-2026-109619 (collectively called PHP2Shell), which can achieve unauthenticated remote arbitrary command execution; QiAnXin says the potential impact exceeds millions of assets. The QiAnXin Tianji AI intelligent penetration testing system provides a one-click quick-check solution; users can log in to ai.qianxin.com to launch penetration tests against authorized websites. The system has covered about 7,000 systems,

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The Agentic AI Foundation announced on October 22, 2026 the addition of four hosted projects: Agent Skills contributed by Anthropic, Open Responses contributed by OpenAI, OpenEnv contributed by Hugging Face, and OpenSandbox contributed by Alibaba, bringing the total number of hosted projects from 3 at its founding in December 2025 to 10. The four projects correspond to four layers: agents acquiring skills, applications invoking models across vendors, agent training and evaluation, and secure age

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IskayPet built an enterprise knowledge assistant on Amazon Bedrock Managed Knowledge Bases, covering retail operations, veterinary care, HR onboarding, and procurement, supporting four languages across three countries without self-managing RAG infrastructure. The assistant ingests existing documents directly through the native SharePoint connector, combines hybrid search of semantic and BM25 keyword search, managed reranking, and document-level permission controls, and returns answers with sourc

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Legal AI company Legora has completed a $550 million Series E funding round led by Atreides Management, reaching a valuation of $8.8 billion. CEO Max Junestrand said the company does not build its own general legal model, but instead routes tasks to the most suitable frontier models, performing post-training only in narrow scenarios. It currently has more than 2,400 customers and over $200 million in annual recurring revenue. The funds will be used to advance Legora aOS, an agent operating syste

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Sakana AI has released Sakana Aquarium, an AI agent building and operations platform that centers on ontology, organizing the knowledge, rules, and data scattered across an organization into a unified semantic layer so that agents can confirm information, make judgments, and execute tasks. The platform comprises three layers of mechanisms—ontology, governance, and managed agents—and allows access permissions and pre-execution approvals to be configured, while recording the entire process from th

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