Why it matters: ElevenLabs extends from voice generation into meeting transcription and dictation, a crowded but adjacent AI speech market.
ElevenLabs released a new app covering team meeting capture, transcription and dictation, extending its voice AI stack beyond speech generation.
Flash Tower launches a security platform that shows businesses what their AI systems can access, aimed at spotting over-permissioned models and agents.
Why it matters: Gives coding agents a standard component vocabulary for building accessible front-end UIs.
An Apache-2.0 beta library of 50+ UI behaviors that coding agents compose into accessible components for React, Vue, Svelte, Solid and Web Components, with a bridge for direct UI control.
A Reddit post points to ERNIE 5.5 Flash Base, a new Baidu model release. Details beyond the name are not in the source text.
Why it matters: Adds an India-focused multilingual speech model to the fast-growing voice AI space.
Chariot, backed by IndiaAI, launched a speech AI model that understands context across 12 languages, aiming at India's multilingual voice applications.
Harmony says its voice AI responds in under 400 milliseconds and is now used by eight enterprise appointment-setting operations, per an openPR release carried by WBOC.
Riskified released AI-powered Agent Identity Risk Intelligence, aimed at helping merchants identify and assess risk from AI shopping agents transacting on their sites.
An agent operating system from openJiuwen that lets AI agents write, install and roll back their own versioned plugins as extension packages, so WorkSwarm agents can ship new capabilities without a full rebuild.
An open-weight model built on Qwen that runs multi-step bioinformatics analyses. It scores 70.59% on BioMysteryBench's hardest subset but trails GPT-6-Astra on BixBench3.
ChatGPT GIF converts photos and static images into looping animations aimed at marketers for campaign visuals, ad variants and quick edits without a designer.
Fortreum introduced a Kovr-powered VDR/VER service to help cloud providers operationalize FedRAMP's new vulnerability rules before the December 7, 2026 migration deadline, combining security specialists, implementation support and AI-assisted evaluation.
A LoRA adapter for the MOSS image model that speeds up generation to 4 or 8 steps. Lodestone published the new Kromoss experimental version on Hugging Face.
GrubMarket, a food supply chain e-commerce company, released an AI agent that reads incoming invoices and turns them into purchase orders for food distributors and grocers.
Perplexity launched Teammates, an AI agents feature, on Mac, letting users run agent workflows from the desktop app.
Google Wallet now lets Gemini analyze a user's spending and suggest ways to save, rolling out as Gemini 'Personal Intelligence' in the US. It gives AI-driven personal finance insights from Wallet transaction data.
YouArt Desktop is a Mac/PC app positioning an AI agent as a creative teammate that executes video and creative work end to end on the computer.
InkoAI is an agent that generates ready-to-post video from a single sentence prompt, aimed at fast social content creation.
Why it matters: DeepSeek opening its full app toolkit as APIs gives developers affordable building blocks beyond raw chat models.
DeepSeek exposed the web search, deep-thinking search, file input, URL reading and safety checks of its app as APIs, plus standalone Search, Fetch, OCR, ASR and TTS, letting developers rebuild its app. Tool calls are billed per use.
PixVerse launched a text-to-video tool that turns written prompts into directed AI-generated video clips.
Why it matters: Leadership uncertainty at the world's top AI chipmaker could unsettle the industry.
The FT reports Nvidia approached Arm CEO Rene Haas about taking over from Jensen Huang, as employees seek Huang's return and Musk backs reinstatement. The report comes amid US-China AI talks and scrutiny of Nvidia.
Why it matters: A major lab shipping agent-native payments could set the template for how AI agents transact.
OpenAI rolled out ChatGPT Wallet, letting its Dots AI agents shop and pay on users' behalf without exposing actual card details. Availability details were not specified.
Solo provides human-verification technology for JellyJelly, the app from Venmo co-founder, to confirm users are human as AI agents increasingly bypass CAPTCHA checks.
Sino Biological's 4RISE is a high-throughput wet-lab service that validates AI-designed protein binders, expressing proteins cell-free in as little as three hours and delivering binding data in about three days.
Why it matters: Moves ChatGPT further into local search and discovery, a core Google business.
OpenAI is adding a business directory to ChatGPT, letting users find companies in a Google-style listing experience inside the chatbot.
ElevenCreative adds a service where ElevenLabs staff build creative workflows alongside a team, or produce finished on-brand creative for approval. It expands ElevenLabs beyond voice generation into an AI productivity app.
Google's Gemini Live is rolling out real-time translation for Android users, per jetstream.blog.
LiquidCodec is a ~74M-parameter streaming audio codec that powers LFM3-Audio-2B and LFM3-Omni-2B. It runs at 12.5 Hz with 12 codebooks and encodes about 361x faster than real time on a single CPU thread.
RemotePC MCP is a hosted integration that lets compatible AI assistants inspect and manage computers already set up in RemotePC. Available now for ChatGPT, Claude, Cursor, Codex and Grok.
Nectar's new Creator Agent automates influencer marketing for brands: finding creators, managing outreach and partnerships, and tracking campaign results.
Why it matters: A prompt-injection-resistant open model series could set a new baseline for agent security.
IBM released Granite 4.1 3B and 8B models built around LLMON, an LLM-native markup language designed to resist prompt injection by structuring model input. Weights are on Hugging Face.
Roundhill launched the MAGP ETF, packaging OpenAI, Anthropic and SpaceX into a "Magnificent Seven"-style fund for the first time.
Catalyst is an AI marketing agent for small businesses that plans campaigns, creates content, distributes it across channels and uses results to shape later work. Free early-access waitlist is open.
Why it matters: Adds downloadable decision and classification models with text-span extraction to the open-weight ecosystem.
Perplexity released Decider v1.3 (26B) and Decider Flash v1.3 (5B), Apache-2.0 classification models that extract verbatim text spans. The larger model reports 91.6% mean accuracy across 63 query-classification tasks.
A global Microsoft outage disrupted Outlook, Teams and Copilot for hours, with roughly 138,000 Outlook complaints in the US. Microsoft said its attempts to fix the issue were not going as expected.
Databricks launched Genie Migrate, now generally available, a tool to help companies migrate their data workloads to the Databricks lakehouse as they build AI agents and applications.
Why it matters: Shows how brokers expose agent-facing trading tools while gating live execution.
Alpaca launched Claude connectors on Nov 12 that bring simulated order placement and live portfolio monitoring into chats while keeping live trade execution outside the assistant; J.Crew and Echo Harbor also ship Claude tools.
AgentRun is an open-source project on Show HN for self-improving managed AI agents. It lets developers run agents that adjust their own behavior over time.
Horizon3 announced an AI Security Lab that draws on data from its NodeZero penetration-testing platform to study and improve AI-driven security testing.
RightRev launched RightAgents, a suite of AI agents that check contracts and explain balance changes to keep revenue accounting aligned with usage-based contracts.
Telnyx is offering Arabic-language voice AI to Saudi businesses, letting them deploy speech agents that handle customer calls in Arabic, according to The Business Journals.
Gecko Robotics unveiled Raptor, a next-generation industrial inspection robot that collects data on critical infrastructure far faster than existing systems. Debuting at ADIPEC 2026, it will first be used by ADNOC in the UAE.
ABB Robotics launched its first end-to-end vision-based industrial physical AI solution, integrating AI Robot Trainer into its Fashion Inductor module to help integrators deploy and optimize AI-powered fashion logistics.
California's Queue introduced an autonomous pharmacy kiosk that fills, verifies and labels prescriptions in about 30 seconds, holds 340 medications and uses machine vision to check every pill.
NEXCOM adds technology partners to RoboWIZ, its robotics platform for building and deploying AI-powered machines.
Why it matters: Personal sales of a steering-wheel-free robotaxi mark a step toward consumer autonomous vehicles.
Tesla is offering select customers the chance to buy Cybercab, its two-seat fully autonomous EV with no steering wheel or pedals, at an estimated $29,990, making it the cheapest Tesla.
Komprise and Spectra Logic launched tape tiering aimed at AI data storage, moving cold data to tape to cut cost.
Vertiv's PowerStation 3100 is a remote power panel for AI/HPC racks above 100 kW, with 600–1,200 A configurations on one platform. Available now in North America.
Why it matters: A city-backed general control model could accelerate humanoid deployment.
Beijing introduced a general whole-body control model aimed at moving humanoid robots toward real-world operations, according to the city's international web portal.
Why it matters: Samsung and Google's lightweight Gemini glasses bring AI wearables into mainstream eyewear retail.
Samsung unveiled 41-gram AI glasses powered by Google Gemini, launching with eyewear partners including Warby Parker, which bets on the smart glasses market despite privacy concerns.
Melexis released its first tactile fingertip module, giving humanoid robots a sense of touch via 3D touch sensing.
Exowatt announced P3 Gen 2, a redesigned modular solar-thermal system for utility projects and AI data centers, plus a standardized 1 MW Exobloc validation unit and plans for a 2.4 GW Athena data-center development.
Why it matters: Large-scale retail drone delivery moves autonomous logistics closer to mainstream.
Walmart is more than doubling planned drone delivery sites through an expanded partnership with Zipline, aiming for nationwide rapid air delivery over the next several years. Zipline raised $1.5 billion to build a nationwide drone delivery network.
Why it matters: SoftBank's costly turbine over-ordering shows how power supply is the bottleneck for AI data centers.
SoftBank lost over $3 billion pre-ordering natural gas turbines to power AI data centers, driving a $3.7bn charge; separately Anthropic's Dario Amodei predicted AI could cure major diseases within a decade.
Why it matters: A $74B buildout would make SpaceX a major AI compute player alongside its launch business.
SpaceX plans over $74 billion of investment in AI supercomputer campuses in Texas and Arizona, according to reports, with the expansion facing local opposition and political hurdles.
Why it matters: AMD's new server CPUs are a direct challenge to Nvidia in AI datacenter compute.
AMD launched its Zen 6-based sixth-generation EPYC 'Venice' server CPUs, aiming to gain share with better price-performance than rivals; AMD claims 3.75 times Nvidia performance.
Qvyon Technologies launched with $8M led by MaC Venture Capital to build validation infrastructure and software that companies use to test autonomous vehicles and robots before real-world deployment.
Vertiv introduced the PowerNexus MV UPS on November 12, 2026, a 3.0 MVA outdoor system protecting AI data centers at their medium-voltage grid connection. Shipments to colocation, neocloud and hyperscale operators begin mid-2027.
Viam Launchpad provides software and engineering infrastructure to help robotics startups bring robots to commercial deployment.
A fishing drone carries up to 2 kg of bait out to sea and releases it, letting anglers cast farther from shore.
Why it matters: An open-weights action model from a video-AI leader could accelerate robot world-model research.
Praxis-1 is a world action model that lets robots learn actions from video-style world modeling; Runway released it with open weights under Apache 2.0, developed with partners Noble Machines, Standard Bots and Ultra.
Why it matters: Cerebras' upbeat forecast signals AI chip demand holding despite jitters.
Cerebras raised its annual sales forecast on strong AI demand, sending shares up 17%, as it aims to challenge Nvidia. Nebius shares fell about 10% on a disappointing sales outlook.
Asus unveiled hardware and software to turn its desktops into local AI 'agent computers' that run AI agents on-device rather than in the cloud. Pricing and availability were not specified.
Why it matters: Japan consolidates a national effort to standardize physical AI and robotics models.
Panasonic Holdings announced its Manufacturing Commons initiative, project KMC, to build AI and robotics reference models in Japan via industry, government and academic collaboration.
Why it matters: Intel builds Korean ecosystem to challenge Nvidia's AI GPU dominance.
Intel formed an AI alliance with 23 Korean companies and pitched its new HBM-free D-Series inference GPU, seeking Korean AI deals as it expands its AI infrastructure line.
OnePlus began rolling out the Android 17-based ColorOS 17 update for OnePlus 12 ahead of the November 17 schedule, adding new AI and security features.
SuperARIS is a Python GitHub project for a personal research agent run by a team of agents, featuring 'Auto Research In Sleep.' It drew about 101 stars in its first week.
Factory is a native AI agent interface to build, manage and ship software. Version 1.12.0 is available on macOS, Windows and Linux.
Why it matters: Gives coding agents a standard component vocabulary for building accessible front-end UIs.
An Apache-2.0 beta library of 50+ UI behaviors that coding agents compose into accessible components for React, Vue, Svelte, Solid and Web Components, with a bridge for direct UI control.
Hugging Face's Transformers 5.23.0 adds an ExportedModel and export.json manifest so one artifact can save to the Hub, reload and run on backends like ONNX, OpenVINO, ExecuTorch and Dynamo. TRL also halves a Qwen3 H100 step.
Anthropic is opening the desktop Code tab to user-made colors and animated backdrops via mods, starting with local sessions; cloud session support is still to come.
A Hugging Face dataset benchmarking AI agents on long-horizon engineering tasks, built by licensed engineers across four disciplines, where agents work in realistic project workspaces with drawings, CAD and simulation tools.
An agent operating system from openJiuwen that lets AI agents write, install and roll back their own versioned plugins as extension packages, so WorkSwarm agents can ship new capabilities without a full rebuild.
ChatGPT GIF converts photos and static images into looping animations aimed at marketers for campaign visuals, ad variants and quick edits without a designer.
Why it matters: Highlights how AI-generated bug reports can overwhelm open-source maintainers.
ZDNET reports some Linux maintainers are quitting under the volume of AI-generated bug reports, while others see signs for hope as finding bugs gets easier but fixing them remains hard.
gpucanvas is a TypeScript open-source tool that puts thousands of live DOM nodes on an infinite canvas drawn by the GPU, with an editor to select and move them, shaders and transitions, and an AI agent that can read and point at them.
Google released Antigravity 2.32.0 and 2.32.1, its agent orchestration platform for macOS, Windows and Linux; agents built with it tackled a 90-year-old math problem and rewrote software.
AWS describes how GS Caltex connects SageMaker Canvas to SageMaker Pipelines so process engineers' no-code models run in production, cutting deployment from about a week to a few hours with batch inference every 30 minutes.
datasette-cluster-map is a Datasette plugin that plots rows on an interactive clustered map. Version 0.19 works with Datasette 1.0a42 and depends on datasette-leaflet for OpenStreetMap tiles.
A HackerNoon piece describes embedding a 42-desk design studio workflow inside a coding agent for AI-assisted design work.
datasette-leaflet is a Datasette plugin that loads OpenStreetMap tiles. Version 0.3 sends a referrer header to comply with OpenStreetMap's tile policy.
Otter AI, a meeting assistant that records audio, writes notes and captures slides in real time, shipped version 3.112.0 on iPhone and iPad with enhanced recording for online meetings and multi-language support.
Suno, the AI music generator that turns text ideas into full songs, released version 1.97.3 for iPhone and iPad with bug fixes and performance improvements.
Perplexity launched Teammates, an AI agents feature, on Mac, letting users run agent workflows from the desktop app.
Why it matters: DeepSeek opening its full app toolkit as APIs gives developers affordable building blocks beyond raw chat models.
DeepSeek exposed the web search, deep-thinking search, file input, URL reading and safety checks of its app as APIs, plus standalone Search, Fetch, OCR, ASR and TTS, letting developers rebuild its app. Tool calls are billed per use.
LayerShop is a free, open-source Photoshop-style editor that runs ComfyUI in the background. It now has Generative Fill: select an area, press Shift+Backspace, pick AI Gen, and Qwen Image 2.1 inpaints locally.
Why it matters: Moves ChatGPT further into local search and discovery, a core Google business.
OpenAI is adding a business directory to ChatGPT, letting users find companies in a Google-style listing experience inside the chatbot.
ElevenReader, an app that reads books, PDFs, docs and articles aloud in natural AI voices, updates to 1.11.42. Voice Design now shows one preview at a time with quick-change pills, plus character voice previews.
A non-programmer used Anthropic's Claude to build a 144-square-kilometer open-world game in four days, according to a report.
Wispr Flow is an AI voice keyboard and speech-to-text app for iPhone and iPad. Version 2.0.1 tunes dictation for smoother, faster voice input.
AWS explains how to get per-identity Bedrock cost visibility and enforce spend limits with IAM principal tags, CUR 2.0, Cost Explorer and AWS Budgets actions that apply a Deny policy, without app code.
RemotePC MCP is a hosted integration that lets compatible AI assistants inspect and manage computers already set up in RemotePC. Available now for ChatGPT, Claude, Cursor, Codex and Grok.
Nectar's new Creator Agent automates influencer marketing for brands: finding creators, managing outreach and partnerships, and tracking campaign results.
Raycast, a keyboard-driven launcher for Mac, Windows and Linux that controls apps and tools with a few keystrokes, ships versions 2.12.0.0 and 2.12.1.0.
Grok Bot on Mac gained integrations with Apple apps including Messages, Mail and Notes, letting the assistant work across more of the desktop.
Databricks launched Genie Migrate, now generally available, a tool to help companies migrate their data workloads to the Databricks lakehouse as they build AI agents and applications.
A Hugging Face dataset benchmarking AI agents on long-horizon engineering tasks, built by licensed engineers across four disciplines, where agents work in realistic project workspaces with drawings, CAD and simulation tools.
SuperARIS is a Python GitHub project for a personal research agent run by a team of agents, featuring 'Auto Research In Sleep.' It drew about 101 stars in its first week.
gpucanvas is a TypeScript open-source tool that puts thousands of live DOM nodes on an infinite canvas drawn by the GPU, with an editor to select and move them, shaders and transitions, and an AI agent that can read and point at them.
ChatGPT GIF converts photos and static images into looping animations aimed at marketers for campaign visuals, ad variants and quick edits without a designer.
Otter AI, a meeting assistant that records audio, writes notes and captures slides in real time, shipped version 3.112.0 on iPhone and iPad with enhanced recording for online meetings and multi-language support.
Suno, the AI music generator that turns text ideas into full songs, released version 1.97.3 for iPhone and iPad with bug fixes and performance improvements.
Perplexity launched Teammates, an AI agents feature, on Mac, letting users run agent workflows from the desktop app.
LayerShop is a free, open-source Photoshop-style editor that runs ComfyUI in the background. It now has Generative Fill: select an area, press Shift+Backspace, pick AI Gen, and Qwen Image 2.1 inpaints locally.
OpenAI is adding a business directory to ChatGPT, letting users find companies in a Google-style listing experience inside the chatbot.
ElevenReader, an app that reads books, PDFs, docs and articles aloud in natural AI voices, updates to 1.11.42. Voice Design now shows one preview at a time with quick-change pills, plus character voice previews.
A non-programmer used Anthropic's Claude to build a 144-square-kilometer open-world game in four days, according to a report.
Wispr Flow is an AI voice keyboard and speech-to-text app for iPhone and iPad. Version 2.0.1 tunes dictation for smoother, faster voice input.
Nectar's new Creator Agent automates influencer marketing for brands: finding creators, managing outreach and partnerships, and tracking campaign results.
Raycast, a keyboard-driven launcher for Mac, Windows and Linux that controls apps and tools with a few keystrokes, ships versions 2.12.0.0 and 2.12.1.0.
Grok Bot on Mac gained integrations with Apple apps including Messages, Mail and Notes, letting the assistant work across more of the desktop.
Google is moving digital house keys out of individual smart lock apps and into Google Wallet on Android phones, per ZDNET.
Gemini is now available as an AI voice chat option through CarPlay, joining ChatGPT as an option for drivers with iOS devices.
Chatbox 1.24.4 is out for macOS, Windows and Linux. It is a desktop app for chatting with GPT-4 and GPT-3.5 through the OpenAI API.
Phota Labs, founded by ex-Adobe executives and backed by a16z, launched an AI app that automates photo editing to turn everyday snapshots into professional-looking shots rather than offering another manual editor.
Clipto enables AI assistants like ChatGPT and Claude to search and analyze years of a person's meetings and video calls, filling a gap in personal data access for AI assistants.
Time explains how patients can use AI tools to fight back against health insurers that use AI to deny care, offering guidance on appealing denials.
Pixel 10 owners missing Gboard's Rambler feature may need to force a manual Android AI Core update to enable it.
AutoCut AI is a Windows app that automatically removes silence from audio and video recordings, so you can cut dead air without editing by hand. It is available for download from the Microsoft Store.
Meta's Muse personal AI agent can now place calls to US businesses on the user's behalf as part of a $20 monthly plan; researchers also flag its security capabilities and vulnerabilities.
Tuya Cloud Devices, an open-source skill named gadget-tuya-cloud, lets Meta's Muse AI agent query and control Tuya smart home devices via cloud APIs without local keys or firmware changes.
Manus is a general AI agent that runs tasks rather than just answering. Version 26.19.12 on iPhone and 2.1.3 on Mac add Manus 2.0 Remote Control to drive a computer from a phone, plus Studio collaboration.
Factory is a native AI agent interface to build, manage and ship software. Version 1.12.0 is available on macOS, Windows and Linux.
An Apache-2.0 beta library of 50+ UI behaviors that coding agents compose into accessible components for React, Vue, Svelte, Solid and Web Components, with a bridge for direct UI control.
Hugging Face's Transformers 5.23.0 adds an ExportedModel and export.json manifest so one artifact can save to the Hub, reload and run on backends like ONNX, OpenVINO, ExecuTorch and Dynamo. TRL also halves a Qwen3 H100 step.
Anthropic is opening the desktop Code tab to user-made colors and animated backdrops via mods, starting with local sessions; cloud session support is still to come.
An agent operating system from openJiuwen that lets AI agents write, install and roll back their own versioned plugins as extension packages, so WorkSwarm agents can ship new capabilities without a full rebuild.
ZDNET reports some Linux maintainers are quitting under the volume of AI-generated bug reports, while others see signs for hope as finding bugs gets easier but fixing them remains hard.
Google released Antigravity 2.32.0 and 2.32.1, its agent orchestration platform for macOS, Windows and Linux; agents built with it tackled a 90-year-old math problem and rewrote software.
AWS Machine Learning · 9h
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AWS describes how GS Caltex connects SageMaker Canvas to SageMaker Pipelines so process engineers' no-code models run in production, cutting deployment from about a week to a few hours with batch inference every 30 minutes.
datasette-cluster-map is a Datasette plugin that plots rows on an interactive clustered map. Version 0.19 works with Datasette 1.0a42 and depends on datasette-leaflet for OpenStreetMap tiles.
A HackerNoon piece describes embedding a 42-desk design studio workflow inside a coding agent for AI-assisted design work.
datasette-leaflet is a Datasette plugin that loads OpenStreetMap tiles. Version 0.3 sends a referrer header to comply with OpenStreetMap's tile policy.
DeepSeek exposed the web search, deep-thinking search, file input, URL reading and safety checks of its app as APIs, plus standalone Search, Fetch, OCR, ASR and TTS, letting developers rebuild its app. Tool calls are billed per use.
AWS Machine Learning · 1d
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AWS explains how to get per-identity Bedrock cost visibility and enforce spend limits with IAM principal tags, CUR 2.0, Cost Explorer and AWS Budgets actions that apply a Deny policy, without app code.
RemotePC MCP is a hosted integration that lets compatible AI assistants inspect and manage computers already set up in RemotePC. Available now for ChatGPT, Claude, Cursor, Codex and Grok.
Databricks launched Genie Migrate, now generally available, a tool to help companies migrate their data workloads to the Databricks lakehouse as they build AI agents and applications.
AgentRun is an open-source project on Show HN for self-improving managed AI agents. It lets developers run agents that adjust their own behavior over time.
Asset Panda expanded its IT asset tracking software with Auto Discovery and voice AI capabilities for managing hardware inventory.
Expo made Expo Simulators available on paid plans, giving AI coding agents cloud iOS simulators and Android emulators to run and verify app changes at $0.10 per simulator minute.
Pinecone's Documents API now supports Google's Gemini Embedding 2, generating embeddings on writes and queries via Vertex AI with no separate Google Cloud account needed, at $0.20 per 1 million tokens.
Virtana launched an AI agent war room to help IT teams coordinate incident response.
Crush is a terminal-based AI assistant that gives developers coding help directly in the command line. Version 0.101.0 is available via npm as @charmland/crush.
KORA Systems, a Silicon Valley startup, is building an AI-centric operating system with Qualcomm, planning a PC OS launch in 2027 before expanding to smartphones.
Cursor's Grok Bot browser has been offline since Nov 8: updates never complete and repeated resets leave it hanging (ticket T-J64440). Its GitHub connector also lacks rebase, reset, force-push, branch delete and secure token storage.
Amp is a command-line coding agent and development environment. New versions are distributed via npm as @ampcode/cli; a reader can install it globally and run it to build software with an agent.
The next-generation Cognigy platform from NiCE is for building and running enterprise AI agents, adding agent testing and tracing tools so companies can govern and operate agents in production.