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2112

Diagram Design 2.5.10 adds ten more diagram layout grammars

Diagram Design is a diagramming skill/plugin for agent hosts including Claude Code, Codex, GitHub Copilot, Factory Droid and Pi. It emits self-contained HTML + SVG with no build step, JavaScript or external image dependencies, and each visual type ships in minimal-light, minimal-dark and full-editorial variants. Creator Cathryn Lavery (LittleMight) added ten layout grammars in v2.5.10: Sankey, fishbone, Wardley map, kanban, user journey, deployment, dependency graph, UML class, story map and database schema. The skill can also read a website to match brand colors and redraw draw.io, Mermaid or Excalidraw sources at a chosen format, size and detail level; official builds come only from the repository.

GGitHub Trending（每日）·3h

2210

Amazon's About You page goes viral over AI-inferred shopper profiles

Amazon's "About You" page has become a social media hit over the personal traits it infers about shoppers, with users sharing entries such as "has flat buttocks," "cannot keep real plants alive" and "does not trust people easily," and at least one incorrect detail. Launched on 13 May, the page draws on purchase history, searches, saved lists, product reviews and conversations with the Alexa for Shopping assistant, and shoppers can view, edit or delete each item under Shopping preferences in their account settings or ask Alexa, "What do you know about me?" Most entries are generic and some are wrong.

TThe Next Web·1h

237

Deepal announces 2027 L06 with an AI Agent and AI Box

Deepal announced the 2027 Deepal L06 as a long-range sedan with magnetorheological suspension and two AI components it calls “lobsters”: an AI Agent and an AI Box. The AI Box, developed with Intel and based on an Intel Core Ultra solution, is described as bringing local AI computing into the cabin; Deepal has not announced the vehicle’s launch date.

IIT之家 AI·13h

249

Maket 2.0 launches with AI floor plans and 3D home renders

Maket has launched Maket 2.0, an AI platform that combines floor plan generation, plan editing and 3D visualization in one workspace. Users describe the home they want in a chat window — for example a 3,000-square-foot townhouse — and an assistant asks follow-up questions about floors, outline and room counts before generating a plan that can be adjusted via chat or by resizing rooms on the canvas; existing plans can be uploaded as an image or PDF and converted into an editable project. Rooms can then be rendered in 3D using built-in interior styles such as Minimalist or Scandinavian, or a user-supplied reference image, and plans can be exported as PDF or DXF. Maket 2.0 is available now on the web: a free plan offers 30 one-time credits, the Homeowner plan costs $20/month for 300 credits and the Pro plan $100/month for 3,000 credits, with generating or uploading a plan using 20 credits, a render 10 and a layout optimization 5.

TTestingCatalog·4h

258

Grok 4.7 goes live on Microsoft Foundry

xAI says Grok 4.7 is now available through Microsoft Foundry. The source does not provide details about access, capabilities, pricing, or rollout scope.

SSpaceXAI / xAI (X)·16h

2611

Why ChatGPT titles sometimes contain spam fragments

A 36Kr analysis examines reports that ChatGPT conversation titles sometimes append gambling, adult-advertising fragments, foreign words, or other malformed text. Drawing on user reports and an EMNLP paper about Chinese training-data pollution in OpenAI’s o200k_base tokenizer vocabulary, it hypothesizes that a title-generation model sometimes fails to stop and then emits poorly understood tokens; OpenAI has reportedly acknowledged the issue but has not publicly explained its root cause.

336氪人工智能·10h

276

Penguin Mail launches open-source Linux email client with optional local AI

Penguin Mail is an open-source Rust email and calendar client for Linux, supporting Gmail, Microsoft, IMAP and POP3 accounts. Its optional assistant can run locally through LM Studio or Ollama, uses app tools to query mail, and asks for confirmation before sending messages or changing settings.

HHacker News · AI（100+ 分）·18h

2823

Utah approves Nolla Health's AI to write first-time acne prescriptions

Utah has authorized healthcare startup Nolla Health to run a one-year pilot in which its Nolla Derm app scans a user's face, has an AI assess acne severity and issues a prescription directly; the company says it is the first in the US to issue initial prescriptions rather than renewals. Physician oversight loosens in stages: two doctors pre-approve the first 100 prescriptions, the next 400 are prescribed by the AI and reviewed weekly afterward, and beyond that a physician reviews a monthly sample of at least 10 percent of prescriptions plus every escalation or side effect. The $4.99-a-month service is limited to Utah residents 18 and older with mild-to-moderate acne, with the AI choosing among eight physician-approved topical treatments and referring uncertain cases to a human physician.

TThe Verge AI·2d

296

Dell adds knowledge graph, semantic layer and Knowledge Agents to AI Data Platform

Dell announced extensions to its AI Data Platform, adding a Unified Semantic Layer, an Enterprise Knowledge Graph and Knowledge Agents to its Data Orchestration Engine, plus a Data Processing Engine that runs on GPUs via NVIDIA's cuDF library. The platform ties storage (PowerScale, ObjectScale and the Lightning File System) to orchestration, governance, search and GPU acceleration to cut data movement and turn enterprise data into agent-ready context. Dell infrastructure chief Arthur Lewis said the constraint is often the data, not the model.

SSiliconANGLE AI·19h

308

ANMAS adds on-premises edition, SGS partnership for IoT packet analysis

Taiwan's Daying Technology detailed the latest development of ANMAS (AI Network Malware Analysis System) at an IoT trusted-supply-chain event, saying it finished product development in 2025 with a cloud offering and this year added an on-premises edition, with Unitech Computer helping enterprises set up local AI compute. ANMAS uses a small language model with fine-tuning, LoRA and RAG, capturing IoT device traffic in a virtual Wi-Fi environment for PCAP analysis; the company says a 500MB capture that takes an engineer about four hours is cut to roughly 10–15 minutes, and that it does not decrypt HTTPS/TLS but judges anomalies from behavioral features such as connection frequency, timing and destinations. Daying said it has collected more than 2,200 network behaviors and cites about 80% recognition accuracy generally and up to 90% in IoT/OT settings, while working with SGS Taiwan, the Institute for Information Industry, the Taiwan network packet analysis association, Systex's training center, Feng Chia University and Sanwan on verification, deployments and training.

iiThome 台湾·9h

316

Gemini CLI v0.63.0 ships reliability and agent-loop fixes

Google released Gemini CLI v0.63.0 with fixes for connection-recovery progress indicators, MCP configuration errors, paused stdin, tool-output limits, temporary-directory cleanup, and authentication loops. The release also enables autonomous plan execution in non-interactive mode and includes related changelog entries for earlier preview and stable versions.

GGemini CLI Releases·20h

326

Google rolls out major Pixel Buds update with Live Translate

Google is rolling out firmware release_6.144 for the Pixel Buds Pro, Pixel Buds Pro 2, and Pixel Buds 2a. The update adds Dynamic Active Noise Cancellation for the Pro 2, Tap to Mute, sleep-based auto-pause using Pixel Watch sensing, and Enhanced Live Translate; Gemini voice controls were added through a companion app update last month.

99to5Google·20h

336

CoreWeave launches Forge to speed continuous AI post-training

CoreWeave announced CoreWeave Forge, which connects model deployment, evaluation and improvement into one loop; its reinforcement-learning Rollouts capability, now in preview, supports repeated cycles of generating training responses and updating models, with weight synchronization that hot-starts from nearby peers instead of pulling weights from object storage each time. CoreWeave AI Object Storage now supports cross-region writes so post-training jobs can write results back for others to use. You.com joined CoreWeave's partner network to give agents a search layer, and the companies say that working with NVIDIA they used RL Rollouts to post-train Nemotron 3.5 Lightning in eight hours with You.com's web search tools. You.com chief product officer Saurabh Sharma said the ceiling is no longer model intelligence but models' ability to use tools, and claimed customers get higher accuracy and lower total cost of ownership — a vendor claim without published figures.

SSiliconANGLE AI·20h

347

Ant Afu weight-loss campaign sees 600k users gain over 1M jin in holiday

Data from health AI product Ant Afu's "Lose 100 Million Jin Scientifically" campaign shows that between Sept 25 and Oct 6, 600,000 users who checked in for weight loss collectively gained over 1 million jin, with more than 100,000 gaining more than 3 jin each. Guangdong, Zhejiang, Jiangsu, Shandong and Henan led the provinces by weight gain. The campaign launched in late June; despite the holiday reversal, nationwide users have still logged 6.24 million jin of cumulative weight loss this year.

336氪快讯·12h

3522

OpenAI to watermark ChatGPT and Codex text in the EU, off by default elsewhere

OpenAI said it will add an invisible textGrain watermark to eligible ChatGPT and Codex text in the European Union over the coming weeks for users on all plans, to comply with the EU AI Act's transparency rules; API customers worldwide can opt in starting today, with watermarking off by default. The method embeds a statistical signal in the model's word choices rather than visible characters, and OpenAI published a technical report co-written with University of Pennsylvania and Yale researchers, saying it saw no meaningful benchmark differences with watermarking on. Detector access is initially limited to approved researchers and expert organizations, and OpenAI says it plans to open-source the technology, while cautioning that detection falls to about 80% on 200-token passages and weakens sharply after synonym edits.

OpenAI·2d

3612

Utopai X reportedly ranks second in Artificial Analysis Video Arena

A Machine Intelligence report says Utopai X ranked second globally, with an Elo score of 1150, in Artificial Analysis's Video Arena in late September. The article attributes the result to custom post-training built on the MiniMax H3 architecture and integration with Utopai's Production Intelligence platform, while noting that the claims come from the reported evaluation and company materials.

机器之心·2d

376

Replit adds cross-project context to its AI coding agent

Replit says it now has context across all of a user's projects. In a new chat, users can ask Replit to find an existing project, add a feature, or use one project as a reference for another — for example, using the color palette from a Partner Marketing Hub to update Competitor Weekly and GTM Strategy slides. Replit can read project files and use that context to start edits as background tasks, with links to review the changes and keep working.

RReplit·1d

385

AWS tutorial: building a voice travel concierge with AgentCore and Nova Sonic

An AWS Machine Learning Blog tutorial walks through deploying a voice travel concierge on Amazon Bedrock AgentCore: Amazon Nova 2.5 Sonic handles real-time speech-to-speech, Strands Agents defines the agent, and AgentCore Gateway exposes airline backend endpoints as MCP tools, with Amazon Bedrock Knowledge Bases answering policy questions via RAG. The post says Nova 2.5 Sonic improves tool calling and multi-step agentic task completion and supports bidirectional streaming, asynchronous tool calls, latency masking and barge-in. The solution deploys with AWS CDK and a React front end on Amplify.

AAWS Machine Learning Blog·1d

397

Kangaroo Database Tool 9.9.1 Released

Kangaroo Database Tool version 9.9.1 is now available. The AI-driven database client supports MariaDB, MongoDB, MySQL, Oracle, PostgreSQL, Redis, SQLite and SQL Server, along with table creation, queries, modeling, synchronization, and data import/export across Windows, macOS and Linux.

开开源中国·14h

405

LibreOffice makes “no AI” a deliberate software feature

The Document Foundation says LibreOffice will not include AI in its default installation for the foreseeable future. It says the decision is intended to keep documents on users’ devices and avoid dependence on a single AI provider, while extensions can connect LibreOffice to local AI models.

TTechCrunch AI·1d

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