NAll news

Friday141 items

  1. Shao MengProduct release
    AI score65

    The MiniMax Code team open-sources MCode Stack Agent workflows and Skills

    The MiniMax Code team has open-sourced MCode Stack, writing the Agent workflows and Skills the team uses daily into installable SKILL.md files and manifests, which can be integrated as plugins into MiniMax Code and any Agents that support Skills. The repository packages stacks by member, among which stacks/ronny/ is the most complete, containing 15 skills covering sub-Agent decomposition, context and tool budget auditing, long-session handoff, independent review, and hotfix judgment. The companion notes/ column MCode Engineering Notes explains the rationale; the six engineering-* entries are adapted from Google Engineering Practices, with the adapted portions under CC-BY 3.0 and the rest under MIT.

    We just open-sourced MCode Stack: the actual workflows and skills the MiniMax Code team uses every day to build MiniMax Code. https://t.co/vREt7i8m2M

    Same story · 2 reports

    #English text is being prepared.#Agents#Open-source ecosystem

  2. Testing CatalogProduct release
    AI score64

    Anthropic's Claude Duet opens to US Max users, with Pro users to follow

    Anthropic's Claude Duet is opening to US Claude Max users, and US Pro users will receive invitations afterward. Expansion outside the US is planned but has no timeline yet, and EU users may wait longer. Karan Ahuja said the team is prioritizing getting US Max users off the waitlist, and more invitations will go out this week.

    Day 6 of Claude Duet! A few updates on access, and really appreciate everyone’s patience on the waitlist: - We’re getting all Max users in the US off the waitlist first. Lots of invites went out yesterday and today, with more coming this week. - Right after Max, we’ll start inviting Pro users in the US. - For folks outside the US, we’re working hard on extending access and will share a date as soon as we have one. If you’d like to try Claude Duet and help shape it, please join the waitlist. https://t.co/ucxIrHrNaa We’re building it with and for working professionals, small businesses, and entrepreneurs who are constantly juggling a lot. Team is reading every piece of feedback and shipping daily. More soon on how we built Claude Duet, how people are using it, new features and improvements.

    #Product updates#Anthropic

  3. Testing CatalogProduct release
    AI score75

    Axiom Open-Source Repository: Dozens of AI Agents Generate About 43 Million Lines of Lean Code in 24 Days

    Axiom has released an open-source GitHub repository in which dozens of AI agents converted the 15,000-page classification of finite simple groups proof into about 43 million lines of code within 24 days. The code is written in Lean and allows the proof to be verified step by step; the entire result is validated by running the code rather than by rereading hundreds of papers. Axiom's chart tracks the scale of AI-written Lean projects since mid-2025, and by its estimate the scale doubles roughly every 37 days.

    The formal proof of CFSG may now be among the largest open-source projects ever. Watching agents assemble it is a reminder of the awe-inspiring human achievement behind it. The graph represents some 15,000 pages of intricate arguments developed by mathematicians over decades. https://t.co/13THDKI50f

    Same story · 6 reports

    #English text is being prepared.#Agents#English text is being prepared.

  4. Rohan PaulProduct release
    AI score77

    Microsoft Releases GitHub Copilot Fusion, Routing Coding Tasks Between Claude and GPT Models

    Microsoft has released GitHub Copilot Fusion, which can route coding tasks between Claude and GPT models. On Artificial Analysis's Coding Agent Index, its Max setting scores 60, versus 62 for Claude Code; the per-task cost is $5.59 versus $11.42. Fusion consumes 7.2M tokens per task, about half of Claude Code's usage.

    Just wrapped our earnings call. It was a fast start to our fiscal year. Microsoft Cloud revenue surpassed $63B, with growth accelerating to 30% YoY. Lots of innovation as we build the new tech stack for the agentic wave. A few highlights:

    Same story · 6 reports

    #Product updates#English text is being prepared.#Agents

  5. Ayi AI NotesProduct release
    AI score65

    Grok Bot This Week's Update: New Pages, Vault, and 1Password Integration

    Grok Bot updated several features this week, including Pages, which can directly generate editable report pages and dashboards; Vault, which stores login and bank card information; and integration with 1Password. Vault and 1Password are designed to let the Bot fill in login and checkout information on the user's behalf, but the Bot itself cannot see passwords or card numbers. In addition, mobile app authorization was added (calendar, contacts, location, alarms; on iPhone, reminders can be managed and Home lights controlled), along with generating videos from descriptions or images, new Bot characters, and X Spaces.

    What's New in Grok Bot 00:00 🎃 00:13 Pages in Grok Bot 01:09 Vault 02:05 1Password 02:21 Apple integrations 03:21 Bot makes videos 03:47 New bot characters 04:13 X Spaces 04:31 Font fun 04:54 Design polish 05:11 Rapid fire https://t.co/pr13mTHZz2

    #Product updates#Agents#English text is being prepared.

  6. Shao MengProduct release
    AI score63

    Apple Creator Studio Major Update: Final Cut…

    Apple Creator Studio has received a major update. Final Cut Pro, Motion, Pixelmator Pro, Logic Pro, as well as Keynote, Pages, and Numbers have all added natural language assistants and generative editing. Most are in beta, depend on devices that support Apple Intelligence, and currently only support US English. The three office apps have added MCP support, allowing external AI Agents and tools to directly read content, revise drafts, and perform automated operations. Keynote has also introduced an open JSON-based package format, .keyx, making it easier for external tools and Agents to read.

    Same story · 9 reports

    #Product updates#Agents#English text is being prepared.

  7. Shao MengProduct release
    AI score73

    Entire Launches a New Generation of Git Hosting for Human-AI Collaborative Coding

    Entire, founded by the former GitHub CEO, has launched a new generation of Git hosting that reworks code hosting, review, CI, and Agent session memory around human-AI collaboration. It uses Trail to replace the diff-centric PR timeline; each push is scored by a review Agent in a cloud sandbox and tracks unresolved issues, calling Claude Code, Codex, and others under the hood, with sandboxes provided by Daytona and E2B. Its self-developed Git service offers its own open-source benchmark, claiming pushes are up to about 89 times faster than GitHub, and it has integrated Buildkite and Depot as CI.

    #Product updates#Agents#English text is being prepared.

  8. Rohan PaulProduct release
    AI score62

    Snaptrude launches a building design Agent that can generate LOD 400 construction-level models directly from a site

    Snaptrude has launched a building design Agent that can start from a site or a brief to generate LOD 400 construction-level models including structure, MEP and complete drawings, and supports exporting back to existing software while preserving component families. During early access, more than 2,000 designers have run over 25,000 tasks, and the company has also released the AECBench benchmark along with its first batch of results. Rohan Paul relayed that most architectural AI stops at the level of form, whereas this model carries actual components that can be directly manufactured and installed.

    Today we're launching @snaptrude Agent, the most advanced agent for building design. It does real design work with you, from a site to a construction-ready LOD 400 model with structure, MEP and drawings. Then can go back to your existing software with your families intact. About a year ago we bet the company on AI. Honestly the insight came from software engineering. It wasn't long ago that autocomplete felt like a big deal, and now engineers direct agents that write a lot of the code. I think the same shift is coming to how we design buildings, and it's already started. Most designers I meet aren't short on skill, they're short on time. Take the call every design team dreads, the client cuts the budget by 30%. Today that's a bad month for everyone. With the agent you're the director. You decide where the cost comes out, and it updates the layout, coordinates the structure and MEP, and redoes the drawings. So when design exploration gets this cheap, we go from 3 options to 300, and more options means better buildings. Since August our users have gone through more than 140 billion tokens, and firms like Jacobs, Studio+, Kajima, VMDO, Dekker and hundreds of others use Snaptrude today. In our early access, more than 2,000 designers have run over 25,000 tasks through the agent since September. We also built a benchmark for this, AECBench, because in AEC an almost correct answer is still wrong. It gives AI the same brief an architect would get, has its design in a real BIM model, and scores the result against the brief and against how architects review design. We're publishing the first results today, link below. Thank you @prashanthp at @Accel and Shub and the team at @foundamental for backing us when this was still a bet, and the Snaptrude team, who built every bit of this. Really proud of you all. Thanks to our investors, @scottbelsky, @andreasklinger, @thilokonzok, @immad, @CindyXBi, @DanilaVladi, @jmwass, rahulchaudhary, @adamecourt, Zach Ginsburg, Alex duff, Paul grossinger, really appreciate all the help along the way.

    Same story · 2 reports

    #Product updates#Agents#Multimodal

  9. Shao MengProduct release
    AI score71

    Shopify Releases Fall '26 Editions "Exponential", Bringing Products and Checkout into…

    Shopify released Fall '26 Editions "Exponential", with the main thrust being to bring products, checkout, and store management into Agents such as ChatGPT, Claude, Gemini, Copilot, and Grok Bot, while also upgrading the merchant backend's Sidekick, Canvas, Campaign Autopilot, and payment risk controls. Shop Pay claims about 400 million users, can enter personal Agents and support checkout for non-Shopify stores, and Shopify Catalog has begun including brand products from brands not on Shopify. On the developer side, it provides one MCP to add shopping to any Agent or App, plus WebMCP, Catalog API enhancements, and the /buy and /ask interfaces of the Universal Commerce Protocol.

    The new Edition drops today. It’s a magical time to build. Hope this Edition shows how much fun we’re having. https://t.co/FZlk46lJPQ https://t.co/eh8tjAGLB1

    #Product updates#Agents#English text is being prepared.

  10. Vaibhav SrivastavProduct release
    AI score57

    OpenAI Offers Up to $500 per Month in API Credits to ChatGPT Pro and Business Subscribers

    OpenAI Developers announced that, starting today, eligible ChatGPT Pro and Business subscribers can claim up to $500 per month in API credits to build apps and agents. Vaibhav Srivastav relayed that these credits can be used for GPT Live, Image 2.5, Decisions API, and more.

    Starting today, eligible ChatGPT Pro and Business subscribers can claim up to $500 per month in API credits to build apps and agents. https://t.co/kcbaKSQh1M

    Same story · 5 reports

    #Product updates#OpenAI#Agents

  11. Testing CatalogProduct release
    AI score57

    Rime Releases Speech Model Prism, Which Writes Text Before Speaking

    Rime has released Prism, a speech-to-speech model for AI voice agents that writes every reply as text before speaking. Enterprises can edit the transcript and block things the agent should not say, while Prism keeps the call uninterrupted and can look up accounts or freeze cards during the conversation. Rime says no other speech-to-speech model takes this approach, making Prism better suited to regulated enterprises such as banks.

    introducing prism, the world’s first speech-to-speech model you can’t tell from a human in conversation prism has: > 300ms response time, 4x faster than OpenAI GPT-Live > outperforms every other s2s model on intelligence (with NO reasoning) > the first s2s model customizable through reinforcement learning we’re a team of 35 with $35M in funding, and we’re unlocking s2s model adoption faster than openai, google, and x. the first 100 people to sign up here get 1 month free: https://t.co/KC3KUq18bl

    #Model releases#Speech#Agents

  12. Testing CatalogProduct release
    AI score60

    Google and XREAL launch the first Android XR glasses, XREAL AURA, starting at $1,099

    Google and XREAL have officially launched the first Android XR glasses, XREAL AURA, with a noticeably lighter body that can be worn continuously for hours to watch movies or work across multiple screens. Gemini can act on everything within the field of view, including laptop windows, and users can ask it to organize windows or discuss the content in front of them. The product is aimed at users aged 18 and over, with orders opening today in the United States, Canada, and South Korea, sales starting in Japan on November 2, and a launch price starting at $1,099 within the year.

    Same story · 4 reports

    #Product updates#English text is being prepared.#Multimodal

  13. A Yi AI NotesProduct release
    AI score62

    Google Notebook now includes hundreds of university textbooks for free

    Google's Notebook now offers hundreds of textbooks for free; students can browse, select, and upload them directly as knowledge base sources for exam-prep questions. Partner publishers include S Chand Publishing, OpenStax, and Open Textbook Library. The news was posted by the official Gemini Notebook account; blogger A Yi shared and commented that this could disrupt educational publishing and exam-prep tutoring.

    ☎️ Calling all students: You can now access hundreds of textbooks directly in Notebook, for no charge. From publishers like S Chand Publishing, OpenStax, and Open Textbook Library— browse, select and upload them as sources to ace all of your upcoming exams (no more excuses, ok?) https://t.co/0mzweVIycJ

    Same story · 5 reports

    #Product updates#RAG#Google

  14. Testing CatalogProduct release
    AI score62

    GitHub launches five new features at UNIVERSE'26, including Copilot Fusion and Projects

    At the UNIVERSE'26 event, GitHub announced several new Copilot features. Copilot Fusion can coordinate multiple models and workflows when a single model is not enough; Copilot Projects centrally displays work progress and assigns Copilot its next tasks; in addition, there is a security extension for code scanning alerts, Copilot dreaming, which provides improvement suggestions for personal memory and repository instructions, and Copilot Automations, which can be triggered on demand, on a schedule, or by events.

    Frontier performance at a fraction of the cost. In the @ArtificialAnlys Coding Agent Index, Copilot Fusion Max scored within two points of Claude Code with Opus 5.5 Max at about half the API cost per task. Get 30% off through Nov. 30. Try it now. ⬇️ https://t.co/c0k5alLKqD https://t.co/kVBzvq8ph5

    #Product updates#Agents#GitHub

  15. Testing CatalogProduct release
    AI score60

    OpenAI Opens Monthly API Credit Claims to ChatGPT Pro and Business Subscribers

    OpenAI Developers announced that eligible ChatGPT Pro and Business subscribers can now claim up to $500 per month in API credits to build apps and agents. TestingCatalog added the specific tiers: Pro receives $100, $200, or $500 per month depending on tier; Business is calculated by paid seat, with Standard seats at $20 per month and Premium seats at $100 per month, capped at a combined $500 per workspace.

    Starting today, eligible ChatGPT Pro and Business subscribers can claim up to $500 per month in API credits to build apps and agents. https://t.co/kcbaKSQh1M

    Same story · 5 reports

    #Product updates#OpenAI

  16. OpenRouterFirst-partyProduct release
    AI score60

    Particle-1 launches on OpenRouter, claims 28–52% fewer output tokens than DeepSeek V4.1 on coding tasks…

    Particle-1 is now live on OpenRouter, and Particle claims it uses 28–52% fewer output tokens than DeepSeek V4.1 Flash on four coding benchmarks. The model is post-trained on DeepSeek V4.1 Flash; Particle reports it uses about 45% fewer tokens on average with accuracy close to the base model, priced at $0.25 per million input tokens and $1 per million output tokens, with a 1.05M context window.

    Particle-1 from @particle_api is live on OpenRouter. A token-efficient coding model post-trained on DeepSeek V4.1 Flash. Particle reports it uses ~45% fewer tokens on average with accuracy close to the base model, so agent tasks finish sooner and cost less. $0.25/M input, $1/M output, 1.05M context. https://t.co/VHqYbDkxyR

    #Product updates#English text is being prepared.#Evaluations / benchmarks

  17. TiboProduct release
    AI score62

    OpenAI doubles usage limits for Pro 100/200/500 and Business Premium

    OpenAI announced that effective immediately, usage limits for all Pro 100/200/500 tiers and Business Premium are doubled. The company said that after listening to feedback, it will no longer reduce usage for Pro 200, usage for Work and Codex remains unchanged, extended quotas for dots will continue to be offered for now, and dot usage is still counted separately from default usage. The company also said it will continue to release better models and efficiency improvements to increase effective usable capacity.

    Same story · 9 reports

    #Product updates#OpenAI

  18. Rohan PaulProduct release
    AI score72

    AgentWeb launches web infrastructure for agents, completing all 47/47 live-site tasks

    AgentWeb launches, enabling AI agents to complete web tasks without a browser by invoking preset actions instead of reading screenshots and clicking buttons. The company claims it completed 47/47 real-time tasks across 15 government portals, 7 insurance companies, and 25 login-required sites including Amazon and LinkedIn, with a median time of 1.9s and a total cost of $3 for the full round. Each mapped task is exposed as a tool, including an input schema, preconditions, permission boundaries, and completion proofs, and can be called from any assistant.

    Introducing AgentWeb: reliable web infrastructure for generalized agents. 47/47 real world tasks on live sites. 1.9s median. $3 total. Request access: https://t.co/KsgVebkvLT https://t.co/tscylNwiZQ

    #Product updates#Agents#English text is being prepared.

  19. Rohan PaulProduct release
    AI score58

    Joy releases a 100,000-hour dual-track real conversation dataset covering 10 languages

    Shobhit Banga releases Joy, a dual-track conversation dataset containing 100,000 hours of real, unscripted two-person conversations, with each person on a separate audio track, covering 50,000 speakers and 10 languages. Rohan Paul points out that current speech AI is mainly trained on fake conversations written by LLMs and read aloud by TTS, which cannot capture people talking over each other, and he is curious about how these conversations are sustained for 10 to 20 minutes.

    Drop 1/15: Introducing Joy, a dual-channel conversational dataset. Real, unscripted conversations between two people, each on their own track. Built to teach voice models how people actually talk: when to listen, when to jump in, when to say “hmm”. 100,000 hours. 50,000 speakers. 10 languages.

    #English text is being prepared.#Speech#English text is being prepared.

  20. KazikeProduct release
    AI score60

    Tencent WorkBuddy launches Buddy One, connecting documents, meetings, ima, and cloud drive accounts

    Tencent WorkBuddy has launched Buddy One, bundling WorkBuddy, Tencent Meeting, Tencent Docs, ima, and Tencent Drive while integrating their account systems, offered in two tiers: the free Buddy One ID and Buddy One VIP at 700 yuan per month. After joining, WorkBuddy points can be used across all four products, and linking accounts also grants 100 points; the author's testing shows that data integration currently only provides read-only permissions, and write operations still need to be completed through the MCP connector within WorkBuddy. The author also mentions that WeChat chat records can be multi-selected and forwarded to WorkBuddy for processing, and that WeChat on desktop currently only supports WorkBuddy as an Agent entry point.

    Same story · 2 reports

    #Product updates#Agents#English text is being prepared.