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November 12Thursday
  1. Claude Blog58

    Anthropic launches Claude for Manufacturing with 17 skills and Autodesk, Infor, Microsoft 365 and NetSuite connectors

    Anthropic launched Claude for Manufacturing, a plugin with 17 skills covering sales, quality, operations, supply chain, design and setup, from drafting job quotes to diagnosing a stopped machine. The plugin pulls from a manufacturer's own records through connectors to Autodesk Fusion, Infor, Microsoft 365 and Oracle NetSuite, and each skill ends at a human review step before output reaches a customer or supplier. Anthropic cites a 2025 Manufacturing Leadership Council survey in which 79% of manufacturers said they enter data manually, and says it plans to add more manufacturing skills over time.

  2. Claude Blog31

    J.Crew launches Style Advisor AI stylist built with Claude Code

    J.Crew launched Style Advisor, an AI stylist on JCrew.com that recommends complete outfits rather than single products, available now for women's and men's styles in the U.S. J.Crew's team built it with Claude Code using multiple Claude models: Claude Fable 5.1 to plan the stylist reasoning, Claude Opus 5.5 for the prototype, Claude Sonnet 5.5 as the stylist in each conversation, and Claude Haiku 5.5 for quick tasks. Every recommendation is drawn from looks created by J.Crew's own stylists for catalog shoots.

November 11Wednesday
  1. The Decoder64

    Helsing unveils Clarity, an agentic platform that prepares target recommendations for weapons systems

    German defense tech company Helsing unveiled Clarity, an agent-based platform that fuses sensor feeds, open-source intelligence and written reports into target recommendations for human review before data is packaged for a weapons system. Helsing says the platform runs on the customer's own infrastructure with models and interfaces developed in Europe, and that a human must authorize every handoff to a weapons system, with each decision documented under the responsible person's name. The article notes Helsing did not say whether Clarity is already running with any customer, and contrasts the promises with reported cases in Iran, Gaza and a 2026 near-miss involving a Chinese ship where AI-generated assessments were trusted uncritically.

  2. a16z News58

    a16z outlines the B2A economy as AI agents become the internet's main users

    a16z's Olivia Moore argues that AI agents now make up the majority of web traffic, write more than half of new online articles and generate most production code, marking the early stage of a distribution shift. She cites Shopify's report that AI-driven traffic to its stores grew eightfold year over year in Q1 '26 and orders from AI-powered searches grew nearly thirteenfold, plus Human Security data showing agentic browser traffic grew 8x between August and October. Moore groups potential beneficiaries into agentic models, products newly enabled by agents, incumbents optimizing for agents and agent infrastructure, and notes OpenAI launched Businesses in ChatGPT the day before.

  3. ElevenLabs Blog25

    ElevenLabs Launches Partner Program to Speed Up Enterprise AI Agent Adoption

    ElevenLabs launched its Partner Program with enhanced commercial incentives, new certifications, joint go-to-market opportunities and dedicated technical support. The program covers 550+ active partners in 44 countries, and the partner ecosystem has generated $315 million in pipeline and over $52 million in partner-sourced and partner-influenced revenue this year. ElevenLabs aims for partners to earn $3 in services revenue for every $1 it generates, backed by forward-deployed engineers and a new certified partner directory.

  4. ElevenLabs Blog58

    ElevenLabs Summit NYC: Interaction Engine, ElevenAgents Memory and Routines, ElevenAI app, Partner Program and Marketplace

    At its New York Summit, ElevenLabs announced new models, agents and deployment options for its AI interaction layer, including the Interaction Engine that manages turn-taking and routes each part of a conversation to a cheaper or frontier LLM. ElevenAgents gains Memory, which builds a structured record of returning customers, and Routines, an automation layer for multi-step work before, during and after calls. ElevenLabs also previewed the ElevenAI workplace app with free early access opening today, launched a Partner Program now at more than 550 partners in 44 countries plus a McKinsey alliance, and introduced the ElevenLabs Marketplace; NVIDIA's Nemotron 3.5 Super VL is now available in ElevenAgents alongside 15 MW of new Vera Rubin compute capacity.

  5. ElevenLabs Blog40

    ElevenLabs Launches Marketplace for Enterprise-Ready AI Applications

    ElevenLabs launched the ElevenLabs Marketplace, a curated collection of industry-specific AI and voice applications built on its models by technology partners, with launch partners including Salesforce, IBM, NiCE, Twilio, and Zendesk. Enterprises can explore solutions across financial services, insurance, healthcare, telecommunications, retail, and government, and connect directly with the partners behind them. Starting next year, eligible partner solutions will be purchasable through existing ElevenLabs commitments.

  6. ElevenLabs Blog25

    McKinsey and ElevenLabs Form Alliance to Scale Conversational AI in the Enterprise

    McKinsey and ElevenLabs announced an alliance to help organizations prove the value of conversational AI through initial use cases before scaling across the enterprise. The partnership combines McKinsey's industry and transformation expertise, including QuantumBlack's AI engineering, with ElevenLabs' frontier conversational AI technology and ElevenAgents platform. Dutch telecom KPN is already using the new AI-powered solutions, and the alliance plans to extend the approach to service-intensive industries such as insurance.

  7. ElevenLabs Blog22

    How Enterprise Clients Are Putting ElevenLabs AI to Work

    ElevenLabs says enterprises now account for more than 55% of its revenue, with its technology in daily operations at five of the 10 largest tech companies, five of the 10 largest insurers and four of the 10 largest telecoms. At its NYC Summit, clients including Ramp, Customers Bank, Banco Inter, Clover Health and FOX Sports described using ElevenAgents and ElevenCreative for support agents, onboarding, multilingual service and an AI persona of commentator Colin Cowherd in the FOX Sports App.

  8. ChinaTalk58

    US data vendors are selling RL environments to Chinese AI labs, report finds nine vendors

    US data vendors including Mercor, Surge AI, Turing, AfterQuery and Pareto are selling reinforcement learning environments to Chinese AI labs, and the report identifies nine vendors with China business. It argues these sales let Chinese labs skip costly rollout experimentation and save memory-constrained compute, while noting the deals fall largely outside export controls and that the lag behind US labs limits the damage.

  9. Hugging Face Blog42

    Tether AI Research Releases BotPsy: A 0.8B On-Device Agentic Model Built on Qwen3.5-0.8B

    Tether AI Research released BotPsy, a 0.8B-parameter agentic model built on Qwen3.5-0.8B for on-device personal-assistant tool use. It roughly doubles its base model's agentic scores, with BFCL v4 rising from 23.4 to 44.0 and τ-bench from 23.2 to 51.5, and beats every model up to 1.2B parameters tested across six tool-use benchmarks. It also cuts unsafe responses to 21% from 36% and uses about 3× fewer reasoning tokens on GPQA Diamond.

  10. Latent Space38

    OpenAI Engineers Detail New Ways of Working With Codex at AI Engineer Code Summit

    OpenAI Developer Experience engineers Dominik Kundel and Charlie Guo presented "New Ways of Working with Codex" at the AI Engineer Code Summit, covering the revamped Codex Cloud v2 announced at DevDay, voice mode as a control plane for managing coding threads, and personal agents called dots. Kundel said Codex Cloud now acts as a background executor, letting local Codex hand off tasks to the cloud, though he acknowledged the cloud workflow still needs to be easier.

  11. NVIDIA Blog22

    How AI Helps Recyclers Turn Mixed Waste Into Reusable Material

    NVIDIA highlights four Inception startups using AI and robotics to sort mixed waste at recycling plants. AIRECO's Jetson Orin NX pilot line tops 95% recognition accuracy and targets raising annual capacity from 18,000 to 48,000 tons while cutting operating costs by 85%, and EverestLabs has deployed about 150 vision-guided robots across North America and Australia.

  12. Vapi Blog58

    Vapi launches Agent Loop in early access, a self-improving harness for voice agents

    Vapi launched Agent Loop in early access, with GA planned for early next year, as a self-improving harness that builds a voice agent from a plain prompt, scores every call against a business goal, drafts fixes for the misses, tests them in simulations and ships them to a slice of live traffic before full rollout. The loop runs on Vapi primitives including Simulations and Traffic Splitting, available in the dashboard now, plus Goals, Call Health and Experiments, coming soon. Every Agent Loop agent is a real Vapi assistant, so engineers keep full dashboard and API access, and human approval is required before any change ships.

  13. Microsoft Research75

    Microsoft researchers describe Lazarus, a backdoor that reprograms dormant neurons in AI agents

    Microsoft researchers have described Lazarus, a backdoor technique that reprograms fewer than 10 dormant neurons in an LLM so an agent built on it emits attacker commands when a hidden trigger appears, with no retraining required. The modified model still passes standard evaluations and behaves normally until the trigger, which can be as simple as a date change, and the agent then runs the downloaded code with whatever access it was given. The authors say detection requires diffing against the original weights, and Microsoft Foundry already ties open-weight models to their publishers and scans their containers, while red-teaming harnesses, agent-based weight scanning and signed models with tamper-evident provenance are in development.

    Why it matters: Microsoft researchers show that reprogramming fewer than 10 dormant neurons can backdoor an LLM agent without retraining, which makes weight provenance and integrity a practical security requirement.

  14. LangChain Blog58

    LangChain explains retrieval techniques for AI agent context engineering

    LangChain published a blog post on how retrieval design shapes context engineering for AI agents, using a competitive analysis agent built on its Deep Agents harness as the example. The post covers three failure modes, inefficient searching, loading too much context at once, and irrelevant or stale results, and pairs each with techniques such as glob and grep filesystem tools, paging through large files with read_file offsets, offloading oversized tool results to files, and delegating reading to subagents under a retrieve, offload, delegate pattern. It also warns that retrieved text is data rather than instructions and can carry prompt injection, so outputs should be checked against cited sources.

  15. LangChain Blog60

    LangChain explains how Deep Agents manages context without keeping everything in the window

    LangChain details how its open source Deep Agents harness uses middleware to fight context rot on long agent runs. Tool results over roughly 20,000 tokens and user messages over 50,000 tokens are offloaded to files with only a preview shown, while summarization condenses older messages once usage hits 85% of the context window. Skills, subagents and a markdown long-term memory file keep the main agent's window small and let memory carry over across models and providers.

    Why it matters: LangChain explains how its open source Deep Agents harness uses middleware to offload, summarize and isolate context, offering a reusable pattern for agents on long tasks.

  16. Latent Space55

    Designing for Agents: Resend CEO Zeno Rocha on How Agents Choose an Email API

    Resend co-founder and CEO Zeno Rocha joined the Latent Space podcast to explain how the email API is designed to be picked by coding agents, citing an AEO study in which Claude Code chose Resend first in 64 of 102 email recommendations. Resend's earlier wedge was React Email, a template tool developers could use with any provider, so some Resend code was already in the repo before they switched.

  17. Google Blog · AI50

    Gemini Intelligence expands to Motorola signature 27 and Pixel 10 with new features

    Google is bringing Gemini Intelligence to more Android devices, including the first Motorola Gemini Intelligence phone, motorola signature 27, up for U.S. pre-order on November 19, and Pixel 10, Pixel 10 Pro XL and Pixel 10 Pro Fold via today's Pixel Drop. New capabilities include Create My Widget, which builds custom widgets from a text description using Gmail, Calendar and Search data, and Device Assistance for controlling and fixing your phone by asking Gemini. Rambler is now available on Pixel 10 series and motorola signature 27, task automation expands to the UK, India and Japan, and Create My Widget is coming to Pixel Watch in the next few weeks.

  18. Claude YouTube72

    Anthropic launches Claude Whiteboards, Sheets and Data for team collaboration

    Anthropic introduced Claude Whiteboards and Claude Sheets in beta, and made Claude Dashboards generally available as Claude Data. Whiteboards turns a spoken plan into a board with a timeline, owners and dates that teams can edit in real time, while Sheets builds spreadsheets with tabs, formulas, formatting and drop-downs and outlines each edit. Claude Data lets data teams certify queries and generate data stories or narrated videos from metrics, with live sharing showing up-to-date numbers.

    Why it matters: Claude adds collaborative whiteboards, spreadsheets and shared data dashboards, extending its workspace from chat into team documents.

  19. Claude YouTube68

    Claude launches interactive connectors for Adobe, Atlassian and Box

    Claude now supports interactive connectors that open the full version of a tool inside Claude, so users can work in Adobe, Atlassian and Box alongside the conversation and either make changes themselves or ask Claude to make them. In the demo, Claude adds a summary to a launch plan in Confluence, applies a dither effect to a photo in Adobe, and checks a floor plan against a design standard in Box before saving the revision as a new file. The feature is rolling out on web and desktop.

    Why it matters: Interactive connectors let Claude operate inside Adobe, Atlassian and Box apps, showing how agent workflows move from chat into full third-party tools.

  21. Meta Engineering Blog58

    Meta details how Your Algorithm turns natural-language preferences into Facebook Feed and Reels recommendations

    Meta published an engineering overview of Your algorithm, a suite of AI tools that lets Facebook users state in natural language what they want to see in Feed and Reels, with a single editable page listing Interested In and Not Interested In topics. Each change is validated by a smaller LLM, enriched with embeddings and search keywords, and saved to a shared store that both Feed and Reels read, while a fine-tuned LLM reranker removes content matching newly added Not Interested In topics. Meta says a supplementary tail load and client-side cache invalidation make changes take effect faster, and that a separate LLM judge grades outputs such as the Lately Summary before launch.

  22. a16z News38

    a16z Leads Series A in General Translation, a Full-Stack Localization Startup

    a16z announced it led the Series A round of General Translation, a developer infrastructure company building full-stack, AI-powered localization that integrates directly into React apps, documentation, and tools like GitHub, Figma, and Slack. Customers including Cursor, Cognition, Ramp, and Clickhouse already use it to ship products in every language. a16z partner Martin joins the board.

  23. Google DeepMind88

    Google DeepMind releases Gemini 4 Carbon for agentic coding, cybersecurity and scientific reasoning

    Google DeepMind made Gemini 4 Carbon available to developers, enterprises, scientists and consumers, positioning it above Gemini 4 Argon for tasks that need deeper reasoning and more tokens. Carbon ranks #1 on CursorBench 4.0, Perplexity's WANDR and Zapier's AutomationBench at more than 2X lower cost per task than the next best external model, and is priced at $2 per million input tokens and $10 per million output tokens, the same introductory price as Argon. Google also previewed /swarm in Google Antigravity, which turns a single prompt into a coordinated team of agents, and reported that Carbon blocked 99% of attack trajectories in simulated cyberattack testing.

    Why it matters: Google's release notes detail how Gemini 4 Carbon trades higher token usage for deeper reasoning, ranking first on CursorBench 4.0, WANDR and AutomationBench at under half the per-task cost of the next external model.

  24. NVIDIA Blog60

    NVIDIA Contributes OpenShell Agent Runtime to CNCF and Adds DSX Kubernetes Tools

    NVIDIA is contributing OpenShell, its open source runtime for securing and governing autonomous agents, to the Cloud Native Computing Foundation as a Sandbox project, and is also contributing to Google-led Agent Substrate. NVIDIA announced three new DSX AI Factory Platform components: NVIDIA Kubernetes Engine and NVIDIA Kubernetes Recipes, now in public preview, and NVIDIA Snapshot, which restores checkpointed replicas in seconds without model reload or warmup. Crusoe tested GLM-5.3 on Crusoe Cloud and cut workload ready time from roughly eight minutes to 31 seconds, while Saturn Cloud reduced vLLM startup from between two and 8.5 minutes to six and 34 seconds.

    Why it matters: NVIDIA contributes its agent security runtime OpenShell to CNCF and adds Kubernetes tooling for GPU AI factories, with early Snapshot results cutting inference startup from minutes to seconds.

  25. Mastra Blog38

    Mastra Forward: Mastra launches AI engineering service with forward-deployed engineers and agent factory

    Mastra launched Mastra Forward, an AI engineering service that pairs a named forward-deployed engineer with Mastra Factory, an agent swarm installed in the customer's repo. The annual engagement costs less than one senior AI hire and includes an Enterprise license with hosted, self-hosted, or BYOC deployment plus a Trace Intelligence pool. Mastra says its factory produces 750+ PRs per week.

  26. Google Developers Blog75

    Google releases A2UI 1.0, a stable open protocol for agent-generated native UI

    Google released A2UI 1.0, the first stable version of its open protocol that lets AI agents answer with interactive screens rendered by each app's own native components. Version 1.0 adds bidirectional function calls, accessibility support and extension metadata, plus open-source renderers for React, Angular, Lit, Flutter, SwiftUI and Jetpack Compose (the Compose renderer is at 0.9.1 with 1.0 coming soon) and agent SDKs for Python, TypeScript and Dart. Atlassian is bringing A2UI to Jira, Alation renders its feeds with it in Claude, and ByteDance shipped a Lynx renderer in June 2026 that supports 0.9 today.

    Why it matters: Google's stable A2UI 1.0 protocol lets agents return native interactive screens instead of text walls, with renderers for web, Android and iOS and early adopters including Atlassian and ByteDance.

  27. Mastra Blog58

    Mastra adds MCP Tasks for background long-running tool calls

    Mastra now supports tasks in MCPServer and MCPClient, letting long-running tool calls run in the background while the agent keeps responding to users. The server returns a task ID immediately, and the client polls for status values working, input_required, completed, failed or cancelled, with a notification sent to the agent when the task finishes. Tools can be set to always, auto (after a 2-second syncWindowMs default) or off, and tasks can still call suspend() for human input; the feature requires @mastra/mcp@2.7.0 and @mastra/core@1.81.0 or later and remains experimental.

November 10Tuesday
  1. Google AI · DEV58

    Google explains how it ships Agent Skills like products with CI gates and an AI review agent

    Google Agent Skills now hosts over 170 skills from teams across Google and has passed 21,000 GitHub stars, up from 15,000, and its maintainers describe the pipeline every change must clear. Each pull request passes six automated gates, including structural conformance, linters, semantic versioning, evaluation suite validation, link checks and an AI review agent, before a human subject matter expert approves it. The post also shares lessons such as atomic evaluation expectations, generated index files and running cheap deterministic checks before expensive LLM checks.

  2. Google Blog · AI38

    Google and Adobe expand partnership to bring Acrobat and creative tools into Gmail, Drive, Gemini and Search

    Google and Adobe are expanding their partnership to embed Adobe's creative and productivity tools directly into everyday Google apps, and to bring Google's frontier AI models into Adobe's apps. Google Drive and Gmail will soon surface Adobe Acrobat as a suggested app with an "Edit with" entry point in file previews, while Adobe is adding Acrobat and creative tool connectors to Gemini and Gemini Enterprise and bringing creative tools to AI Mode in Google Search. Businesses can use Adobe's CX Enterprise Coworker agent in Gemini Enterprise, and Adobe with Google DeepMind will explore an image model for Photoshop that could enable near-real-time edits.

  3. Google Blog · AI58

    Google Cloud launches Gemini for healthcare to automate clinical and administrative workflows

    Google Cloud announced Gemini for healthcare, an AI solution that unifies fragmented clinical, operational and administrative systems by connecting to electronic health records, billing platforms, clinical guidelines and Medicare datasets. The platform reasons across that context to orchestrate multi-step workflows such as medical records synthesis and prior authorization review within defined guardrails and with human oversight. It is initially available in preview with launch partners including HCA Healthcare, Highmark Health and Northwell Health, targeting the roughly 28 hours a week clinicians lose to paperwork.

  4. LangChain Blog59

    How Stripe built Kai on Deep Agents in one week

    Stripe built Kai, its company-wide Knowledge AI Platform, on LangChain's open-source Deep Agents harness, with one engineer shipping the initial version in a single week. The stack layers a Stripe-specific harness and configuration layer over Deep Agents, using filesystem middleware backed by S3, sandbox middleware for code execution, summarization middleware for long sessions, and skill-based dynamic tool loading across 500+ internal MCP tools and 1,000+ skills. Kai grew from 296 to over 5,000 users in roughly four weeks and is now used weekly by 83% of Stripe across more than 60k sessions.

  5. Google DeepMind82

    Google DeepMind introduces AlphaProof Code, formally verifying Signal's cryptographic code

    Google DeepMind researchers used AlphaProof Code, a multi-LLM agentic framework, to formally verify key security properties of the actual code underlying the Signal protocol. Agents powered by Gemini Carbon generated over six million lines of Lean, and human experts reviewed only about one percent of the codebase; the verification took four weeks, a task that historically takes expert teams years. When two previously fixed bugs were reintroduced into an isolated version of Signal's code, the system produced machine-checked proofs that the buggy versions were insecure, and DeepMind is open-sourcing its formal verification artifacts.

    Why it matters: Google DeepMind's multi-agent framework formally verified Signal's deployed cryptographic code in four weeks, a task that historically takes expert teams years.

  7. Google AI · DEV42

    Claude Fable 5.2 Now Available on Google Cloud

    Claude Fable 5.2 is now available on Google Cloud, targeting long-running agents for demanding technical work. The model is positioned for agentic coding across multiple repositories and monorepos, workflows spanning hours to days of unattended work with subagent coordination, and scientific and data pipelines including physics computations, formal proofs, and data analysis.

  8. One Useful Thing78

    Ethan Mollick tests Claude Fable 5.2 across coding, business and research, calling it almost AGI

    2 on tasks spanning hardware hacking, business planning, humanities course building, academic research and a 450-world 3D portal project, and judged it almost AGI under his definition of matching most human experts at most computer-based intellectual tasks.

    Why it matters: Ethan Mollick's hands-on tests of Claude Fable 5.2 show strong general capability across coding, business and research, while exposing a persistent gap in self-judging when work is good enough.

  9. LangChain Blog50

    LangSmith BYOC on AWS is generally available

    LangSmith Bring Your Own Cloud (BYOC) is now generally available on AWS, giving enterprises a managed LangSmith deployment that runs in their own AWS account and VPC. Sensitive data such as traces, datasets, experiments, prompts, agent deployments and sandbox data stays in the customer's AWS environment, while LangChain handles monitoring, upgrades, scaling and cluster lifecycle management. BYOC is available for Enterprise customers across 15 AWS regions in the US, EU and APAC.

  10. Latent Space58

    What Frontier Labs Buy: A Data Deep Dive with Handshake AI's Garrett Lord and Team

    Handshake's AI training business went from launch to $1 billion in gross annualized revenue in roughly a year, and this Latent Space deep dive with Garrett Lord and his team walks through the reinforcement learning environments frontier labs buy. In a finance demo, an agent working a simulated bank's email and deal files carries a goodwill figure into Python and subtracts it, a mistake that shows where expert judgment still beats the model. The team also presents VIALS, its benchmark for interpreting scientific images, and traces an agent's tool calls through safety simulations including CAREBench.

  11. Mastra Blog25

    Mastra Launches Mastra FDE Forward-Deployed Engineering Program

    Mastra launched Mastra FDE, a forward-deployed engineering program open to any team building agents, embedding Mastra engineers in customer teams from architecture through production. Engagement ranges from 6 hours per week in a consultative capacity to 20-40 hours per week actively building, backed by a shared Slack channel with Mastra's founders and engineers plus Mastra Enterprise. Mastra says the program costs less than one senior AI hire.