Databricks Blog4747Databricks announces the general availability of Spark Declarative Pipelines Real-Time Mode, which achieves millisecond-level end-to-end latency through continuous streaming, parallel query stages, and instant data delivery.
Simon Willison6565OpenAI has launched a new offer for ChatGPT subscribers who meet the criteria, with $100, $200, and $500 monthly subscription plans eligible for an equal number of API credit limits. Previously, Anthropic has provided similar benefits for Max and Team subscriptions.
Factory NewsFeaturedSame story · 2 outlets7878Factory releases Droid 1.0, a major update to its intelligent agent harness, with programmatic tool calling enabled by default (Script mode). The model can execute hundreds of tool calls within a single request in a sandbox, executing JavaScript.
How the accounts differ:Factory News states the model can execute hundreds of tool calls in one request; MarkTechPost mentions the model request drives hundreds of tool calls.
Why it matters: The original text provides cost and time data for Droid 1.0 compared to Codex, Claude Code, and other harnesses on Terminal-Bench 4, which can be used to determine the selection of agent harnesses.
LangChain BlogFeatured6767LangChain adds browser capabilities to Managed Deep Agents, allowing developers to export browser configurations through define_browser, enabling managed agents to read page rendering results and perform click operations.
Why it matters: The original text provides the integration method for browser tools, handoff mechanisms, and WebVoyager experimental data, which can be used to determine how managed agents can cover web tasks without APIs.
LangChain BlogFeatured6767LangChain releases Managed Deep Agents v0.10, adding browser usage capabilities to let agents operate websites without APIs, and supporting asynchronous sub-agents to run long tasks in the background.
Why it matters: The original text provides specific configuration methods and handover processes for browser takeover and asynchronous sub-agents, allowing judgment on the division of labor for agents handling websites without APIs and long tasks.
The DecoderSame story · 2 outlets6565OpenAI has doubled the Work and Codex quotas for the Pro 100 and Pro 500 plans, doubled the quota limit for the Pro 200 plan and canceled the originally planned reduction, while the Plus plan remains unchanged.
MarkTechPost4747Prime Intellect released Prime Mega MoE, adding fast overlapping reverse transmission on the basis of DeepSeek's integrated Mega MoE core, making it available for training.
TechCrunch · AISame story · 2 outlets5555Meta quietly launched an AI fashion app called Style Sketch, which connects to Instagram or allows users to manually upload photos to build a virtual wardrobe. It recommends outfit combinations based on existing clothing and provides virtual try-on features matched to body and skin color. The app is currently only launched in Indonesia, Singapore, and Thailand, supporting iOS and Android platforms.
The Verge · AISame story · 2 outletsGoogle Gemini can now generate, preview, and edit PDF, Google Docs, Google Sheets, presentations, Markdown, TXT, and code files directly in the chat. This feature is now available to all Gemini users today. PDF preview/editing supports both web and mobile, while other formats are currently only available on the web version. Users can edit documents in full-screen mode, highlight text to ask questions, or let Gemini perform modifications, such as converting tables to charts.
Claude · YouTubeSame story · 2 outletsTechCrunch · AI5050Granola has launched voice-to-text functionality on Mac, allowing users to speak by pressing the 'Fn' key and automatically generating text. It supports cross-app use and is free. This feature will also be launched on iOS and Windows platforms. Granola and Wispr are valued at 150 million and 200 million USD respectively, both focusing on voice applications, but the former focuses on meeting automation and notes, while the latter explores human-computer interfaces through its research lab.
OpenAI News5050Ropes & Gray is collaborating with OpenAI to develop AI for transaction due diligence, where lawyers provide advice to clients by reviewing documents, summaries, and reports.
Baseten Blog2222Postman's Agent Stack includes four products: Passport, Fabric, Astropods, and Fern, used for preparing APIs, controlling access, and governing agent behavior. Baseten, as Postman's recommended enterprise team reasoning partner, provides fast, reliable, and cost-effective reasoning infrastructure, supporting multiple models such as Beam 1.0 and DeepSeek V4.1 Flash, ranking top in throughput and latency.
Codex releases4545Codex 0.166.0 released, adding keyboard driver transcription selection (supporting word, line, and page operations), integrated search and configurable shortcuts, as well as consistent Markdown rendering in asynchronous questions, options, answers, and transcription responses. Also supports GPT-6.1 Terra and adds codex queue --resume feature to resume unloaded threads.
AWS Machine Learning BlogAWS Batch introduces quota management features, allowing administrators to allocate computing resources by team or project and supporting cross-team resource borrowing (LEND) and borrowing (BORROW) to maximize GPU utilization. Administrators can configure quota share (quota share) resource sharing policies and enable priority-based in-share preemption to prioritize high-priority workloads.
TechCrunch · AI5050Amazon added over 100 shopping-related features for Alexa before the holidays, including managing subscriptions and lists, updating delivery instructions, resolving payment issues, and answering Prime subscription-related questions.
The Verge · AI5050The New York Times Cooking app has launched new AI features that can recommend ingredient and kitchen tool alternatives, adjust quantities, and modify recipe steps on demand. Currently available to iOS subscribers, it will gradually be rolled out to a wider user base. Some users are concerned about the AI's impact on user experience and the environment, asking if the feature can be turned off. The editor responded that it is 'not possible' at the moment but described it as 'fully optional.' This is not the first time the app has used AI, having previously been used for unit conversion and quantity adjustment.
ASUS has launched a fanless edge AI system, the MS-U320, equipped with an Intel Core 5 processor 320, providing 40 TOPS of local AI computing power. The device measures 310×202×72mm and weighs 1.2kg, featuring 1 DDR5 SO-DIMM slot and 3 M.2 slots, supporting Windows and Ubuntu 24.04.
vLLM BlogSame event7878vLLM announced support for Mistral Large 4 on the release day, which is a 1 trillion parameter, 49B token-activated MoE native multimodal model, using MLA with DSA sparse indexer, and built-in DSpark speculative decoding draft model.
Same story — showing the featured version《Mistral Large 4 (Le Chonk) released on Hugging Face》
Hugging Face BlogHugging Face releases Granite Switch 4.1.1, an incremental update based on 4.1, maintaining full backward compatibility. New features include multilingual speech-to-text models (supporting 10 languages with native punctuation) and a decision adapter for improved performance on the Jev decision index test set. The team achieves rapid deployment by updating only the adapter without recalculating the base model, and future support for third-party custom adapters is planned.
Microsoft has released the official version of DirectX 12 Agility SDK 1.620 and the preview version 1.722, bringing updates such as cluster geometry and PTLAS to DXR to reduce ray tracing computational overhead. On the AMD RX 9070, cluster geometry boosts performance from 1.2 FPS to 79 FPS, an increase of about 66 times, with memory usage reduced by nearly 90%. New features require support from graphics card manufacturers, currently covering NVIDIA RTX, AMD RX 9000 series, and Intel Arc graphics cards.
Kimi on the Dark Side of the Moon has integrated with Google Gmail, Google Drive, and Calendar. Users can enable it via a plugin to summarize email conversations, find files, and plan schedules, all operations authorized via OAuth.
Zhiyuan Innovation launches GO-3 Preview (tops RoboDojo and other evaluations), WITA-OMNI (wins first place in four rankings), and AGILE general sports intelligence algorithm framework, respectively tackling tasks, interaction, and sports abilities; Lingqu OS 1.0 and AHA3 hardware architecture integrate software and hardware ports; Worken measures intelligent work hours, aiming to convert 20000 offline robots into actual productivity.
TechCrunch · AI6565Amazon has added over 100 new shopping-related features for Alexa before the holidays, including subscription and list management, updating delivery instructions, resolving payment issues, and answering questions about Prime subscriptions. This update allows users to use Alexa to create, register, view list contents, and add or edit items, manage subscriptions, such as changing the delivery frequency of an item from once a month to once every three months, and edit delivery instructions, such as changing an address or adding pickup details.
TechCrunch · AIDeepgram acquires Pipecat, an open-source voice AI infrastructure provider Daily, while keeping Pipecat open source, which will help Deepgram gain a deeper understanding of real-time voice and video infrastructure
Wu Tian, Vice President of Baidu Group and Deputy Dean of Baidu Research, confirmed her resignation, but Baidu's technical work is still advancing. Sources close to the company revealed that Xinwen Model will have new progress to be released next week. Previously, Baidu has open-sourced Xinwen Unlimited OCR 2, a model that can parse documents of any number of pages, scoring 84.6 on MPDocBench and 77.1 on MarathonDocBench, with single-step decoding speed improved 7 times compared to Full Attention and 5.6 times compared to the previous generation.
NVIDIA Blog5555GeForce NOW launches Phantom Blade Zero from S-GAME, a game that combines martial arts with punk fantasy elements, developed using Unreal Engine 5, featuring 30 main weapons and 20 Phantom Edges, supporting cross-platform cloud gaming, Ultimate members can use GeForce RTX 5080 level performance.
Shopify has integrated smart payment technology developed by Visa, Mastercard, and American Express into its checkout feature Shop Pay. This technology uses a smart payment token to represent the user's bank card information to complete the payment, without exposing the real card number. This move contrasts with Stripe's mainstream solution while retaining credit card reward points and fraud protection.
Yujin Xiuhu released the iFlow smart temperature control system, starting at 9999 yuan. It supports BCG contactless monitoring, dual-person independent monitoring, and AI zone temperature control. The system is equipped with the MTK Genio 420 edge AI computing platform, capable of locally running the ISHO physiological signal large model to achieve dynamic temperature control. The Pro version upgrades to a 512-point flexible pressure sensing array, supporting high-temperature dust mite removal at 55℃.
Hugging Face Blog5050Hugging Face releases open-source speech recognizer AnySpeechRecognizer and decision model AnyDecisionModel, supporting NVIDIA Parakeet and Alibaba Cloud Qwen3-ASR engines, and can run locally on Apple platforms.
ISHO Ring smart ring released, priced from 1799 yuan, integrates 116 components, equipped with Apollo 330B Plus chip and 32MB storage, supports offline recording of 7 days of data, battery life of 6-10 days.
Amp News5858Amp can now visualize or build content for you and complete it directly in the thread: interactive charts, timelines, charts, and models. Users can ask Amp to visualize the commit history of the repository in the past month, or design a diff statistics display scheme for a small button. Nicolay Gerold is responsible for developing this feature.
Doubao Work has opened third-party model services for enterprise customers, with the first batch including models such as Kimi 3.1 Pro, GLM 5.3, and DeepSeek V4.1 Flash. It supports team subscription and enterprise subscription customers to deduct AI points based on usage, allowing flexible setting of available ranges and batch activation.
Genspark releases video Agent workbench Media Studio, integrating over 70 model versions from more than 20 manufacturers, where large language models act as directors responsible for writing scripts and scheduling video, image, and audio models.
Why it matters: The author conducted a complete test of the entire process from short drama to knowledge explanation video, allowing readers to judge the completeness and shortcomings of multi-model arrangement in real-world creation based on this.
US manufacturer DT Research releases rugged laptop LT365PA, based on Intel "Arrow Lake H" processor, optional NVIDIA RTX A2000 / RTX 5000 Ada laptop GPU, equipped with 15.6" high brightness screen, the entire machine meets IP65 dustproof and waterproof standards and passes MIL-STD-810H military standard certification.
Huawei WATCH 5 series starts HarmonyOS 7 pollen Beta version (7.0.0.107 SP18) push, adding AI call noise reduction, synchronization of mobile earthquake warning messages, and health diet dimension, interface integrates dynamic light and shadow
MarkTechPostAssemblyAI has released its first text-to-speech model AssemblyAI-TTS-1, targeting voice agents in real-time phone calls, priced at $15 per 1M characters, with no annual contract and support for unlimited concurrency. The model achieved an entity accuracy rate of 93.7% in AssemblyAI's tests, comparable to ElevenLabs v4, but priced only one-fifth of it, with a median first byte time of 47 milliseconds, but the median streaming latency in Cekura's independent benchmark tests was 159 milliseconds.
