OpenAI earns money from ChatGPT subscriptions, business plans, its API and new ChatGPT ads, while paying Microsoft a revenue share reported at 20%. Here is each stream, what OpenAI spends on compute, and how reported revenue and losses have changed.
Claude Sonnet 5.5 ($2/$10), GPT-6.1 Sol ($2.00/$10.00), and Gemini 3.8 Flash ($0.75/$3.75 introductory through December 31, 2026) compared as of October 2026: model IDs, API prices, context and output limits, vendor-reported benchmarks, and where to use each.
Siemens showed two AI tools built with NVIDIA at its Erlangen plant: inspection trained on digital twins before prototypes exist, and an AI planning agent. Siemens claims up to 85% less engineering effort and up to 20% cost savings. Here is how they work and what is missing.
The Information reports Anthropic is preparing an unnamed model that a tester says is better at reasoning, intuition, and reading unstated goals than current commercial Claudes. No release date, price, or Anthropic comment in the verified text.
inclusionAI, Ant Group's AGI lab, released Ming-3.0-audio-flash (126B, 6.5B active) and Ming-3.0-audio-tiny (9.3B) under MIT. They transcribe, reason over audio and talk back. Vendor charts show leading speech recognition but gaps on meetings and long audio.
The EU has cited its first harmonized standard under the AI Act. EN 18286 gives high-risk AI providers a presumption of conformity with the Article 17 quality management rules it covers. What it covers, what it leaves out, how it fits with ISO 42001, and the dates.
Viggle's JST-2 builds scenes, characters and motion as persistent 3D atoms instead of pixels. Viggle says a scene takes about one second at under $0.01 of inference. Here is how it works, what Viggle's own blind tests show, what the API costs, and the limits.
MOSS-Image is a new Apache 2.0 text-to-image model from OpenMOSS built for dense text and layouts. Here is what its benchmarks show, how its JSON layout prompts work, what it cannot do yet, and how to run it in Diffusers or ComfyUI.
Mistral's Timestral forecasting models run on a plain CPU, and one tester reproduced 14 fev-bench scores. Hacker News and X users praise the small 28M model, question a thin leaderboard lead, and push back on a weights license that bars companies above $20M in monthly revenue.
Eleven real AI tools for teachers, grouped by job: teacher versions of ChatGPT, Claude, Gemini and Microsoft Copilot, plus MagicSchool, Brisk, Khanmigo, Diffit, Curipod, Canva and Gradescope. What each does, its main limit, and prices only where the vendor's page states them.
OpenAI is testing bigger visual ad formats in ChatGPT, plans ads during image generation for Free and Go users, and has added measurement partners. Who sees ChatGPT ads, how the auction works, the suggested $3 to $5 starting CPC, and how to set up an account.
Modal, which raised $750M at a $15.75B valuation last week, says Nvidia's Arm-compatible Vera CPU gave up to double the task throughput of an x86 Intel GNR machine in its sandbox benchmark. It will run Vera alongside Intel and AMD in a mixed fleet.
TorchNeuron runs PyTorch on Trainium with a one-line device change and is tested nightly on 100,000+ Hugging Face models. It removes the cost of trying another chip. Running fast still takes kernel work, as Deepgram's multi-month port shows.
OpenRouter rankings through Oct 18 show DeepSeek at 24.4% of text requests in the week beginning Oct 12, with Z.ai, Qwen and Xiaomi also in the top nine. The five highest weekly token models are all Chinese. Dong-A reports Chinese providers at about 48% of requests the week of Oct 5 to 11.
Google Messages is getting an opt-in Enhanced protection mode that sends conversations with unknown senders to cloud Gemini models and checks new links with Gemini Nano. What it does, which phones get it, the privacy trade, and the other Android scam defenses coming.
World launched World ID for banking and finance at Money20/20: a Zoom Human Badge that matches an Orb image, a selfie and the live video, three levels of proof, and beta tools that let a verified person delegate proofs to an AI agent. Bain Capital and VanEck Funds are design partners.
We checked free and paid vibe coding courses as of October 2026: DeepLearning.AI + Replit, Vibe Code School, zero2vibecode, Cursor Learn, Anthropic Claude Code 101, Codecademy, Coursera/Scrimba, Great Learning, and Google/Kaggle agent materials. What is free, what costs money, and where to start.
Google is replacing Gems with skills in the Gemini app, starting with personal accounts in November 2026. Here are the dates, what skills cannot do yet, how they differ from tasks and scheduled actions, and how to move a Gem yourself.
Suno Speech (beta) generates a spoken voice and original background music as one track. How Simple and Advanced modes work, the music toggle, the roughly eight-minute limit, and what Suno has not said about plans, credits, and rights.
Thirty copy-paste ChatGPT prompts for tailoring a resume, rewriting bullets, and writing cover letters without invented facts. Based on OpenAI's Job Search Playbook and OpenAI Academy's job seeker prompt pack. Prompts untested; check every output.
