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ounced that its Apple Creator Studio series of creative software will receive multiple AI updates. Final Cut Pro will have MotionVFX built in, bringing more visual and graphic effects tools to Mac editors; Logic Pro is launching a new AI assistant beta for U.S. music editors, powered by models built by Apple and OpenAI, and features a browser redesigned in the Liquid Glass style; Pixelmator Pro will gain a generative fill-like tool that can use AI to resize and fill in blank areas of new images.

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tt scale, while Vera Rubin NVL72 and NVIDIA Vera CPU are now generally available on OCI. OCI Superclusters connect 72 GPUs per rack via NVLink and use Spectrum-X Ethernet and BlueField-4 DPUs; the two parties say customers can scale CPU and GPU resources independently to reduce idle capacity. OpenAI has already used more than 100,000 NVIDIA Blackwell GPUs on the OCI Supercluster in Abilene to train and run GPT-6 Astra, and said it will put Vera into production to support agent sandbox workloads.

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MDASH vulnerability scanning evaluation suite while reducing the cost per scan by 18%. The model is now available to verified customers through MDASH; existing customers can use it by selecting the MAI Cyber 1.1 Flash profile when creating a new scan. Microsoft says MAI Cyber now accounts for nearly 50% of all MDASH scans, and after customers first use the MAI Cyber 1 Flash profile, nearly 90% of subsequent scans continue to use an MAI profile rather than a profile that uses only OpenAI models.

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Sakana AI has released the Sakana API Platform for enterprise customers and opened applications for early access. The platform uses an OpenAI-compatible API, so existing applications only need to change the access endpoint to use it. The platform initially offers Sakana Fugu and Sakana Fugu Ultra, with Sakana Namazu and Sakana Fugu Max to follow, and provides management features such as organization and workspace management, role-based access control, CSV download of audit logs, budget caps, inv

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templates, and timeline images can be edited directly in Pixelmator Pro. Logic Pro for Mac adds an intelligent assistant (beta) powered by a combination of Apple's own models and OpenAI, with Stem Splitter able to separate drum sounds; Pixelmator Pro introduces Generate Fill, which uses natural language to modify selected areas of an image. Keynote, Pages, and Numbers add an assistant (beta) that understands document context and support MCP, allowing external AI agents to read content, perform

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eflow Connect offers native, fully managed connectors for sources such as Atlassian (Jira, Confluence), Microsoft SharePoint, Google Workspace (Drive, Outlook, Gmail), GitHub, and OpenAI, Anthropic, with data landing directly in Unity Catalog. Unstructured files, pages, and emails land as governed tables, with no need to build or maintain data pipelines, and can be used for enterprise knowledge bases, AI agents, and developer productivity dashboards. Toyota Finance Australia uses its Jira connec

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tokens and 300 million output tokens, with token costs of about $135,000, producing about 600,000 lines of Lean code. On ProgramBench, Claude Opus 5.5 (xhigh) improved its score from 0% at release to 18.5% resolved and 70.5% almost. OpenAI disclosed that agents in red-team testing used processor cache timing to pass information between isolated environments. A researcher at Mirendil used 3.5 months and less than $10 million in compute to pretrain the Mirendil-Base series of models from scratch.

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customer support, security will become the third product-market fit for AI. Citing a survey of 75 enterprise security practitioners, he breaks down security budgets excluding endpoints into five categories—security operations centers, SIEM, penetration testing, threat intelligence, and vulnerability management—and notes that each category has significant token consumption. The article also cites OpenAI President Greg Brockman's judgment that security spending should far exceed software spending.

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is becoming a key constraint on expansion. The two judged that substrates and memory are bottlenecks harder to scale than power, that HBM requires roughly 3 to 4 times as many wafers as DDR5, and that if new capacity is concentrated in releases after 2028, memory prices and profit margins could come under pressure. Nvidia still supports its pricing through performance gains, but Google TPU, Amazon Trainium, and the custom chips of OpenAI and Anthropic are eroding its share and bargaining power.

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el and Cloudflare events, indigo concluded that the Agentic Internet is rising, and that in five years, Agent network traffic will be 1,000 times that of humans. He mentioned that OpenAI used 1,946 GPT-Rosalind agents to link million-scale whole-mouse-brain gene perturbation data with 7,586 interdisciplinary literature citations in 32 minutes, finding clues to new mechanisms of neurodegenerative disease. He also said that GPT-6 Astra has integrated the Robotic modality, and that OpenAI is jointl

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, and produced a total of 63,300 lines of code. The four agents had no human-written programs to rely on; chopping trees, mining, and crafting equipment all required them to write and test their own code, and they also shared experience with each other and reported the locations where teammates died. The article also reviews work from the 2016 Malmo platform and the 2019 MineRL diamond-mining competition to 2022's OpenAI VPT and 2023's Voyager, among other efforts that use Minecraft to study AI.

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omer commitments. He described current AI demand as dumbbell-shaped—at one end are foundation model labs and a handful of fast-growing applications, and at the other are enterprises using AI to cut costs and improve efficiency—and said inference costs still need to fall substantially to drive widespread enterprise adoption. Jassy also mentioned that AWS Bedrock has integrated OpenAI models, and that both OpenAI and Anthropic have made multi-year, multi-gigawatt-scale commitments to use Trainium.

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nitree Technology hit the 20CM limit up on October 23 and rose 46.14% for the week. Catalysts include Tesla's third-generation Optimus being ready for large-scale mass production, OpenAI announcing its entry into humanoid robots with a prototype demo expected in 2027, Google DeepMind releasing the general physical reasoning model Gemini 4 Argon, and the Ministry of Industry and Information Technology stating that in the first half of the year complete-machine products exceeded 400 models and out

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TestingCatalog points out that the string "build arena andwise si comparison", which Google uses internally for model comparison, suggests that its naming may be shifting from "AI" to "SI". The author also lists examples such as SpaceXSI, MSL, and SSI, and speculates whether this naming will spread to MAI, OpenAI, Apple Intelligence, and others.

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ulnerability incident: the vulnerability had existed for decades and was discovered with the help of AI by human researchers participating in the Hack the Planet project involving OpenAI and Wiz, and website owners were told to patch immediately or take their sites offline. The guests argue that LLMs and AI agents make it easier to discover such vulnerabilities, while PHP underpins about 70% of websites including WordPress and Drupal, and the disclosure process also triggered large-scale attack

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ows and Linux support coming soon. On a MacBook Pro equipped with M5 Max, Ollama, with the help of MLX acceleration, is 35% faster than Gradium's own runtime, and its word error rate is on par with the Hugging Face Transformers reference implementation. Phonon is compatible with OpenAI's /v1/audio/speech interface, so existing OpenAI SDK code only needs to change the base URL; phonon is released under Apache 2.0, and the 40M model uses the CC BY-NC 4.0 license and is for non-commercial use only.

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