Japanese AI service turns CAD files into narrated 3D explainer videos
A Japanese AI service converts CAD files and product documents into narrated 3D explainer videos, automating technical and product explainer production.
Closed
Latest news
Developer builds real-time AI fact-checker for political claims
A developer built a fact-checker that transcribes political speech, identifies checkable claims, retrieves web sources and uses Claude to give verdicts, aiming to limit hallucinated citations.
ClosedFree
Cloudflare open-sources Kitesurf, a browser engine for AI agents
Why it matters: Gives agent builders an open browser engine they can self-host.
Kitesurf is Cloudflare's open-source browser engine built for AI agents; the report examines what self-deployment requires.
CloudflareOpenCodeFree
MiniMax-H3-Image-Character-Swap LoRA released on Hugging Face
A LoRA adapter for the MiniMax-H3 image model that swaps a character's identity into generated images, shared on Hugging Face by akhaliq.
MiniMaxOpenOpen weights
FreeFlow Dictation launches on-device Mac dictation with voice hook
FreeFlow Dictation transcribes speech on the Neural Engine into any Mac app with no account, cloud or telemetry. It also connects Claude Code so users can answer its plans by voice. 14-day trial, then $99 for three Macs.
Launch · ▲ 59 on Product Hunt
FreeFlow DictationClosedAppPaid
Flash Tower launches AI security platform for access visibility
Flash Tower launched a platform that shows businesses what their AI systems can access, aiming to surface risky permissions and data exposure.
Flash TowerClosedCybersecurity
More: FinancialContent
IndiaAI-backed Chariot launches context-aware 12-language speech model
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.
Chariot
Harmony touts sub-400ms latency voice AI for appointment setters
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.
HarmonyClosed
More: openPR.com
Riskified launches agent identity risk intelligence
Riskified released AI-powered Agent Identity Risk Intelligence, aimed at helping merchants identify and assess risk from AI shopping agents transacting on their sites.
RiskifiedClosedIdentityFraud & risk
More: Yahoo! Finance Canada
The Endless Frontier open-sources Fx-Bio-1031 bioinformatics model
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.
The Endless FrontierOpenOpen weights
ChatGPT GIF feature turns static images into looping animations
ChatGPT GIF converts photos and static images into looping animations aimed at marketers for campaign visuals, ad variants and quick edits without a designer.
OpenAIClosedApp
Vercel patches AI SDK flaw, releases UI SDK for agents
Why it matters: Security fixes and UI tooling for popular agent-building SDKs affect many developers.
Vercel fixed AI SDK bugs where a 7.5 KB input ballooned to 53.9 MB and WorkflowAgent ignored approval policy, and released a UI SDK with 50+ UI behaviors for coding agents.
VercelCodeCybersecurity
More: RuntimeWire, MarkTechPost
Fortreum launches Kovr-powered VDR/VER offering for FedRAMP rule
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.
FortreumCybersecurity
Lodestone releases MOSS DMD LoRA for 4- and 8-step generation
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.
LodestoneOpenOpen weightsFree
GrubMarket launches AI agent to convert invoices into purchase orders
GrubMarket released an AI agent that turns invoices into purchase orders, automating ordering paperwork for food supply chain businesses.
GrubMarketClosedApp
Perplexity brings Teammates AI agents to the Mac
Perplexity launched Teammates, an AI agents feature, on Mac, letting users run agent workflows from the desktop app.
PerplexityClosedApp
DomoAI launches InkoAI agent that turns one sentence into video
InkoAI is an agent that generates ready-to-post video from a single sentence prompt, aimed at fast social content creation.
DomoAIClosedApp
PixVerse launches text-to-video tool for directed AI clips
PixVerse launched a text-to-video tool that turns written prompts into directed AI-generated video clips.
PixVerseClosedApp
Solo brings human verification to JellyJelly as AI agents beat CAPTCHA
Why it matters: Agent-proof human verification is becoming a core identity layer as bots defeat CAPTCHAs.
Solo added human verification to Venmo co-founder's JellyJelly app as AI agents increasingly solve CAPTCHAs, aiming to prove users are real people.
SoloClosedAppIdentityCybersecurity
More: GlobeNewswire, Cryptopolitan
Sino Biological launches 4RISE to validate AI-designed protein binders
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.
Sino BiologicalPaid
More: TradingView
DeepSeek opens app search, file, OCR and voice tools as APIs
Why it matters: Opens DeepSeek's full app stack to developers, widening agent and app-building access to a major Chinese model lab.
DeepSeek exposes web search, deep-thinking search, file input, URL reading and safety checks plus standalone Search, Fetch, OCR, ASR and TTS APIs, letting developers rebuild its app; tool calls billed per use.
DeepSeekClosedAPIPaid
ElevenLabs launches ElevenAI app for team notes and dictation
Why it matters: ElevenLabs pushes from voice synthesis into team transcription and meeting productivity.
ElevenLabs released ElevenAI, a productivity app for team meeting notes, transcription and dictation, expanding it beyond voice generation. It also introduced Forward Deployed Creatives, who build workflows in ElevenCreative or produce finished on-brand creative for teams to approve.
ElevenLabsClosedAppOfficial
HyperS2C launches EDA toolchain with two verification AI agents
HyperS2C, formed from S2C and HyperSilicon, launched a '5+1' digital front-end EDA toolchain, the HyperHybrid platform and two AI agents for chip design verification.
HyperS2CClosedChips
D-Robotics, Infinigence bring RLinf and robot tools to Sunrise chips
D-Robotics and Infinigence AI linked RLark, RLinf, RPent and APXInf to Sunrise chips and RoboGo; RLinf runs on RoboGo and APXInf runs Pi0.5 on the Sunrise S600.
D-RoboticsOpenCode
Gecko Robotics unveils Raptor inspection robot, ADNOC first customer
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.
Gecko Robotics
ABB Robotics brings physical AI to fashion logistics
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.
ABB
Queue launches robotic pharmacy kiosk filling scripts in 30 seconds
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.
Queue
NEXCOM expands RoboWIZ robotics platform with new partners
NEXCOM has added new technology partners to RoboWIZ, its robotics development platform. A separate Product Hunt listing touts Gemini Robotics 2.5 as Google's most capable robot model.
NEXCOM
More: Product Hunt
Tesla offers Cybercab for personal purchase at $29,990
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.
Tesla
Komprise and Spectra Logic launch tape tiering for AI
Komprise and Spectra Logic launched tape tiering aimed at AI data storage, moving cold data to tape to cut cost.
KompriseDatacenters
Vertiv launches PowerStation 3100 RPP for high-density AI racks
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.
VertivOn saleDatacenters
yetone's Alma agent harness ranks sixth in FrontierHarness v1.1
yetone's Alma placed third in a Nov. 11 snapshot of the FrontierHarness v1.1 coding-harness benchmark; on the completed board it ranks sixth by pass rate at 59.7%.
Developer builds real-time AI fact-checker for political claims
A developer built a fact-checker that transcribes political speech, identifies checkable claims, retrieves web sources and uses Claude to give verdicts, aiming to limit hallucinated citations.
ClosedFree
Grok Bot's Lauren Tan runs 4,000 pull requests a month
Grok Bot's Lauren Tan says the tool generates about 4,000 pull requests monthly, with the bottleneck now deciding what to build rather than writing code.
xAIClosed
Cloudflare open-sources Kitesurf, a browser engine for AI agents
Why it matters: Gives agent builders an open browser engine they can self-host.
Kitesurf is Cloudflare's open-source browser engine built for AI agents; the report examines what self-deployment requires.
CloudflareOpenCodeFree
Google updates Gemini Notebook iPhone app to 1.67.7
Gemini Notebook (NotebookLM) for iPhone hits 1.67.7, adding hundreds of free textbooks to notebooks and support for iPhone Duo fold and rotate, plus study guides.
Version 1.67.7 · iPhone / iPad
GoogleClosedAppFree
Couples increasingly bring AI chatbots into arguments
Bloomberg reports people increasingly use AI chatbots for advice, validation and mediation during arguments with partners, exploring when it helps or hurts.
Hugging Face fixes TRL CISPO default that shrank gradients fivefold
Hugging Face's TRL v1.18.0 sets the CISPO default to 5.0 after an inherited 0.2 ceiling clipped on-policy weights near 1, shrinking gradients fivefold in reproduction.
Hugging FaceOpenFreeCode
Hugging Face Transformers 5.23 makes exported models portable
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.
Hugging FaceOpenCodeFree
Google releases Physical-Engineering's Last Exam benchmark
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.
Dataset · n<1K · cc-by-4.0 · ♥ 50
GoogleOpenCodeFree
ChatGPT GIF feature turns static images into looping animations
ChatGPT GIF converts photos and static images into looping animations aimed at marketers for campaign visuals, ad variants and quick edits without a designer.
OpenAIClosedApp
Linux maintainers strain as AI-prompted patch flood continues
Why it matters: AI-assisted bug reports are straining open-source maintenance, a bellwether for AI's impact on software.
Some Linux maintainers are quitting under the volume of AI-generated bug reports, while Linus Torvalds wonders if the AI-prompted patch flood has peaked.
LinuxOpen
More: Slashdot
Vercel patches AI SDK flaw, releases UI SDK for agents
Why it matters: Security fixes and UI tooling for popular agent-building SDKs affect many developers.
Vercel fixed AI SDK bugs where a 7.5 KB input ballooned to 53.9 MB and WorkflowAgent ignored approval policy, and released a UI SDK with 50+ UI behaviors for coding agents.
VercelCodeCybersecurity
More: RuntimeWire, MarkTechPost
gpucanvas renders thousands of DOM nodes on GPU canvas
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.
New repo · ★ 150 in its first week · TypeScript
berkantayOpenCodeFree
Google Antigravity 2.32 ships with agent orchestration
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.
Version 2.32.0 · macOS / Windows / Linux
GoogleClosedFree
More: Interesting Engineering
AWS shows GS Caltex running no-code models in production
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.
AWSClosed
datasette-cluster-map 0.19 and datasette-llm 0.1a11 released
A Datasette plugin that maps rows with coordinates on an interactive Leaflet map; version 0.19 now works with Datasette 1.0a42 and requests OpenStreetMap tiles with a referrer header. datasette-llm 0.1a11 also shipped.
DatasetteOpenCodeFree
HackerNoon: putting a 42-desk design studio inside a coding agent
A HackerNoon piece describes embedding a 42-desk design studio workflow inside a coding agent for AI-assisted design work.
datasette-leaflet 0.3 fixes OpenStreetMap referrer header
datasette-leaflet is a Datasette plugin that loads OpenStreetMap tiles. Version 0.3 sends a referrer header to comply with OpenStreetMap's tile policy.
DatasetteOpenOpen weightsCode
Otter updates iPhone app to 3.112.0 with better transcription
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.
Version 3.112.0 · iPhone / iPad
OtterClosedAppFree
Suno ships iOS app update 1.97.3 with bug fixes
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.
Version 1.97.3 · iPhone / iPad
SunoClosedAppFreePaid
Perplexity brings Teammates AI agents to the Mac
Perplexity launched Teammates, an AI agents feature, on Mac, letting users run agent workflows from the desktop app.
PerplexityClosedApp
DeepSeek opens app search, file, OCR and voice tools as APIs
Why it matters: Opens DeepSeek's full app stack to developers, widening agent and app-building access to a major Chinese model lab.
DeepSeek exposes web search, deep-thinking search, file input, URL reading and safety checks plus standalone Search, Fetch, OCR, ASR and TTS APIs, letting developers rebuild its app; tool calls billed per use.
DeepSeekClosedAPIPaid
LayerShop adds local Generative Fill via Qwen Image 2.1
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.
LayerShopOpenCodeFree
ElevenReader updates to 1.11.42 with voice design previews
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.
Version 1.11.42 · iPhone / iPad
ElevenLabsClosedAppFree
Non-coder builds 144 km² open-world game in four days with Claude
A non-programmer used Anthropic's Claude to build a 144-square-kilometer open-world game in four days, according to a report.
Anthropic