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  1. Databricks Blog58

    Databricks Genie Ontology's enterprise context layer brings business understanding to ChatGPT, Claude, Microsoft Copilot Cowork, and Grok Bot

    Databricks releases Genie Ontology, an enterprise context layer, combining managed definitions with continuous learning of organizational knowledge to provide business understanding capabilities for AI agents. Genie plugins support ChatGPT, Claude, Microsoft Copilot Cowork, and Grok Bot, enabling teams to maintain business context in Databricks and use it across multiple agents.

  2. Databricks Blog58

    Databricks Genie Agents now support analyzing more data sources to transform workflows

    Databricks Genie Agents can now perform high-quality business analysis, analyze large volumes of documents, and connect enterprise tools to automate actions by supporting unstructured data analysis and new MCP connectors. The new OpenSharing feature allows users to share managed agents with pre-installed data, instructions, and knowledge with partners, suppliers, and customers, accelerating the generation of external insights.

  3. Databricks Blog66

    Databricks has announced that Genie Ontology is now officially available.

    Databricks announces the official availability of Genie Ontology, where agents continuously learn business context from dashboards, SQL queries, notebooks, and semantic models, and key definitions are managed by humans through Unity Catalog.

    Why it matters: The original text provides pass rates, time consumption, and token comparisons for benchmarks co-built with Turing, allowing judgment on the impact of the enterprise context layer on the accuracy of agents.

  4. Databricks Blog80

    Databricks releases new Genie: an autonomous AI colleague for complex enterprise work

    Databricks released a new version of Genie, positioning it as an autonomous AI colleague that can continuously track progress, follow up on missing inputs, and take action when new information arrives. Users can set guards and approve critical steps. The new version is paired with Genie Ontology, which provides business definitions and organizational knowledge. Genie Search uses a hybrid search combining indexing and MCP, and continues to use Unity Catalog permissions. Unity Gateway manages access, cost, and auditing uniformly.

    Why it matters: The original text outlines the boundary of Genie's ability to shift from an assistant to autonomously performing long-term tasks and its governance methods, which can be used to determine the context and permission controls needed for enterprise agents to go live.

  6. TechCrunch · AI

    Databricks new AI agent Genie v2.0 can complete multi-step tasks and provide unmodified feedback

    Databricks has released Genie v2.0 AI agent, which supports completing time-consuming multi-step tasks, building ontologies through platform information to obtain context, and allowing enterprise leaders to assign tasks for autonomous completion. CEO Ali Ghodsi demonstrated its internal use of Genie to analyze employee satisfaction surveys, evaluate executive proposals, summarize failed sales proposals, and prepare podcast interviews. The agent has become a source of unfiltered truth revealing company issues.

  10. Google DeepMind66

    DeepMind releases AlphaGenome 2, predicting DNA variation impacts by cell type

    Google DeepMind releases AlphaGenome 2, a conditional DNA sequence model that can predict the impact of DNA mutations on gene expression for specific cell types or states.

    Same story · 5 outlets

    Why it matters: Officially disclosed the conditional architecture modification and single-cell level evaluation comparison, which can understand how the model localizes the effect of mutation to specific cell types.

  12. ITHome · AI65

    Xbox version of 'GTA 6' pre-load files show hints of AMD FSR 4.1, launch may not support

    Data miners found libraries named amd_fidelityfx_loader_xbox.dll and amd_fidelityfx_upscaler_xbox.dll in the pre-load files of Xbox version 'GTA 6', consistent with the terms of the Microsoft FSR 4.1 Xbox GDK sample project, suggesting the game may adopt the latest upscaling technology; however, developer Rockstar has not confirmed, and this technology may be added through updates after release.

  13. The Decoder

    Anthropic claims AI has weakened NVIDIA's CUDA advantage, reducing the time to switch to AMD chips to three days.

    Anthropic claims to have reduced the time to migrate its AI model, Claude, to AMD GPUs from several months to three days with almost no human intervention, thereby breaking its reliance on NVIDIA. The company states that the AI model Mythos has completed 99% of the kernel migration or writing work, allowing the new hardware to reach a usable performance level in three days, while traditional engineering methods require six to twelve months.

    Same story · 2 outlets
  14. ITHome · AI

    Adobe announces four AI experimental projects: transforming photos into 3D scenes in seconds, and designing AI characters through chat.

    Adobe announced four AI experimental projects: Project Screen Test designs AI characters through dialogue; Project Sight Span converts photos into explorable 3D scenes; Project Sound Bender allows free adjustment of video sound effects; Project Rinse Repeat automatically replicates editing operations.

    Same story · 2 outlets
  15. Ars Technica · AI75

    Google DeepMind uses AI to mathematically verify key parts of the Signal protocol

    Google DeepMind researchers used AI agents to formally verify multiple key cryptographic guarantees of the Signal protocol, completing the project as a proof of concept within four weeks. This work provides independent verification for encryption used by platforms such as Signal, Google Messages, and WhatsApp, while also demonstrating the formal verification capabilities of the new AI framework AlphaProof Code.

    Same story · 3 outlets
  16. The Verge · AI

    Adobe experimental AI tool: makes photos explorable, AI characters can converse, editing like copy and paste

    Adobe has launched experimental AI tools Project Screen Test to design AI characters through dialogue and generate audition animations; Project Sight Span converts photos into explorable 3D environments; Project Sound Bender allows users to customize sound effects like a color wheel; Project Rinse Repeat can replicate edits and apply them automatically to other objects in the same image

    Same story · 2 outlets
  18. ITHome · AI

    DeepL launches its voice AI translation model Aure, reproducing speaker's tone and emotion in real-time

    DeepL has launched the voice AI translation model Aure, which reproduces the speaker's tone and emotions in real-time. Aure is based on DeepL's voice preservation technology and can dynamically adapt the translated voice, capturing the fluctuations in tone, emotional shifts, emphasis, and changes in speech rate throughout the process, supporting eight languages including English and German.

    Same story · 2 outlets
  19. Hacker News · AI hot posts

    Google SWE uses 48 AI agents to analyze NASA radar data, discovering unreported Mayan pyramids in Mexico within 72 hours

    Google SWE uses 48 AI agents to analyze NASA radar data, discovering unreported Mayan pyramids in Mexico within 72 hours; the agents process 1,200 km² of radar images, identifying suspected pyramids, plazas, and reservoir structures with right angles and sharp corners, which have been confirmed by the National Institute of Anthropology and History of Mexico as not being in the registered records.

    Same story · 2 outlets

    How the accounts differ:Hacker News states the AI agents are Gemini, ChatGPT, Claude, and Grok; AI Hot Post only mentions Google SWE.

  20. ITHome · AI

    Grok accused of generating child sexual abuse images, xAI faces multiple class actions

    Jane Doe and others are suing xAI owned by Musk, alleging its AI chatbot Grok altered ordinary photos into child sexual abuse material and published them on the internet. xAI emphasizes that it has banned such behavior and taken technical measures, but Grok's 'Spicy' mode once allowed the generation of NSFW content, leading to the creation of a large number of child sexual abuse images. Currently, xAI is facing multiple class actions, the involved images cannot be traced and removed, and victims suffer long-term psychological trauma.

  21. The Decoder78

    Claroc claims over 35,000 Grok generative applications can be accessed without login, including patient data and plaintext passwords

    Security company Claroc reported that out of 37,571 Grok-generated applications still online, 35,578 (94.7%) were accessible without login. The leaked content included ICU patient lab values, a list of over 3,500 employees from a hospital group, and 18 sets of plaintext account passwords from a time-tracking application source code; another 24 applications from SpaceXSI and X employees exposed internal sales area maps and advertising proposals.

    Same story · 4 outlets

    Why it matters: Security company finds Grok-generated apps default to public, revealing specific cases of corporate internal documents and patient data leakage.

  22. The Decoder

    The DeepL Aure model achieves real-time translation that conveys tone and emotion.

    The DeepL Aure model conveys the speaker's tone, emotion, and pace to the target language by analyzing the original audio and translated text, supporting eight languages including English, German, and Spanish, and is suitable for DeepL Voice online meetings, face-to-face conversations, and the DeepL API.

    Same story · 2 outlets
  23. The Decoder

    US data brokers sold a $500 million reinforcement learning training environment to Chinese AI labs.

    A U.S. data company sold approximately 500 million U.S. dollars' worth of training data to a Chinese AI laboratory, including reinforcement learning environments, helping them save costs on model development. The Chinese laboratory purchased products that had previously been sold to Anthropic or OpenAI to bypass expensive internal development. Due to memory bottlenecks in Chinese chips, these savings are particularly valuable, and by using the output of U.S. models such as GPT or Claude as training examples, the Chinese laboratory can narrow the gap with fewer computing resources.

    Same story · 2 outlets

    How the accounts differ:ChinaTalk states the data is for enhancing model performance in specific fields like coding, networking, finance, law, and biology; The Decoder focuses on the cost-saving aspect and mentions using GPT or Claude outputs as training examples.

  24. Mastra Blog

    Mastra launches MCP Tasks feature to run background long tasks

    Mastra allows users to use tasks to run long tool calls in the background via MCPServer and MCPClient. The agent can poll the server until the task is completed and obtain the results; the agent is blocked during the tool call. The task feature enables the agent to respond to user requests while performing slow or expensive computations, for example, the agent runs a 30-day warehouse report in the background while continuously answering questions.

  25. ITHome · AI62

    Xiaomi 18 Pro series launch: Lu Weibing announces the release of wearable and Mi Home smart products during Paris Fashion Week

    Lu Weibing announced that the Xiaomi 18 Pro series will be launched on November 17th, Paris time, marking the first time an AI adaptive back screen is introduced for international markets. Also on display will be the Xiaomi Clip earbuds, Xiaomi Band 11, Xiaomi Watch S5 41mm, and other wearable devices as well as new Mi Home smart products. The Xiaomi 18 Pro series was previously launched domestically, featuring the Snapdragon 8 Ultra platform and a Leica 200 million pixel main camera, with a starting price of 5,999 yuan.

  27. ITHome · AI65

    Muxi and UBTECH co-founded Xixuan Chuangzhi, raising 500 million yuan in angel funding for the development of embodied chip technology.

    Xiyuan Chuangzhi has completed a 500 million yuan angel round of funding, which will be used for the development of core chips and computing platforms, the construction of software toolchains, the expansion of the R&D team, and joint verification. The joint venture, established by Muxi Shares and UBTECH in May 2026, is dedicated to creating a leading domestic embodied intelligence edge computing platform.

  28. ITHome · AI

    Grok Build has a security vulnerability that exposes SpaceXSI sensitive data

    Cybersecurity company Claroc discovered a security vulnerability in Grok Build, an AI programming tool under SpaceXSI, leading to the leakage of sensitive data of thousands of users, including SpaceXSI's own data. Application sharing links generated by Grok, with identifiers located in the domain name, can be publicly retrieved through passive DNS services, causing information leaks from institutions such as hospitals and fire departments, where only one application was password-protected. SpaceXSI later removed 24 applications exposing internal data but did not handle other publicly accessible applications.

    Same story · 4 outlets
  29. The Decoder

    UK regulators threaten universities with sanctions if they do not adopt anti-AI exam formats

    The UK higher education regulator Office for Students (OfS) has said AI makes fair marking of student course work 'almost impossible', urging universities to return to traditional exams and face-to-face presentations.

    Same story · 2 outlets
  30. The Decoder80

    Corporate sales drive OpenAI's third-quarter revenue to $10 billion, still lagging behind Anthropic

    According to reports from The Wall Street Journal and The Information, OpenAI's revenue grew by about 50% quarter-on-quarter to $10 billion, while adjusted operating losses increased slightly from $10.1 billion to $10.9 billion.

    Why it matters: Comparing the revenue and loss structure of the two companies in the same quarter can reveal the efficiency difference between the enterprise customer and consumer business routes.

  31. 36Kr · AI65

    Anthropic has added about $10 billion in new cloud computing power procurement commitments from Microsoft and Google, and the Lambda computing power agreement is at risk of being canceled.

    Anthropic has reached new cloud computing power procurement commitments with Microsoft and Google, with future spending increasing by about $10 billion over the next decade; the $34.9 billion agreement with Lambda is at risk of being canceled due to the latter's failure to build a data center, and Anthropic has no immediate intention of canceling it.

  33. IBM Research Blog48

    IBM Quantum Nighthawk r2 released: Quantum advantage breaks through again, supporting accurate circuits with over 7,500 quantum operations

    IBM Quantum Nighthawk r2 has been released, featuring a 120 programmable qubit (458 physical qubits) processor that achieves a throughput of 100,000 samples per second, a 25-fold improvement over Heron, supporting circuits with over 7,500 quantum operations with high accuracy, with customers running over 3.4 billion circuits reporting a performance improvement of 19-fold.

  34. IBM Research Blog42

    IBM Research advances quantum computing breakthrough: Starling framework and key technology progress

    The IBM Quantum Starling project is set to launch in 2029, featuring a quantum circuit with 200 qubits and 100 million quantum operations. Its framework is based on the bivariate bicycle qLDPC quantum error-correcting code proposed in a 2025 paper, adopting a modular design for scalability. Compared to traditional architectures, it reduces resource requirements by one order of magnitude, requiring only about 10 times the physical qubits for the same logical error rate.

  39. 36Kr · AI25

    ASUS TUF Gaming 60-Minute Speed Hackathon Recruitment

    The WISE conference will host the Asus TUF 60-minute rapid hackathon, recruiting 3 teams of 6 people to participate in a time-limited creative challenge. Using Asus TUF laptops, teams will develop AI projects within 60 minutes and present them on-site. The winning team will receive the Asus TUF Air 2026 laptop. Registration requires submitting a project link, description, and resume. Teams passing the initial screening and interview will participate in the on-site event on November 27.