OpenAI Academy adds several learning pathways
OpenAI Academy has added learning pathways for employees, developers, leaders, educators, and students to build and demonstrate practical AI skills.

OpenAI Academy has added learning pathways for employees, developers, leaders, educators, and students to build and demonstrate practical AI skills.
Qwen says SGLang-Diffusion now supports Qwen-Image-2.1 for text-to-image generation, multi-image editing, and transparent RGBA output. SGLang says native-precision inference with CPU offload runs on a single 24 GB RTX 4090, taking 18.7 seconds for 1024×1024 generation and 21.7 seconds for image editing, with peak request-time memory of 22.7 GiB. On an RTX PRO 6000 96 GB, generation and editing take 8.0 and 9.6 seconds. Inference supports TP/SP, LoRA, and an OpenAI-compatible API, with 40 denoising steps, one image per request, and no quantization.
You're going to fail, so fail boldly.
V7 uses GPT-5.6 to turn scattered company files into agent-ready context for complex, traceable work, cutting costs by 78% while improving accuracy.
Hugging Face has released tokenizers v1, producing exactly the same token IDs as v0.23 while running up to dozens of times faster. The project splits a single crate into a workspace and introduces bitcannon, which replaces regex tokenization with SIMD bit operations, along with an allocation-free merge loop, thread-local word cache, and native multithreaded parallelism.
A newly hired engineer at a large company says Claude Code generates everything on the team—specs, code, tests, PRDs, tickets and their handling, and reports. Engineers from L1 to L7 are all doing the same thing: chatting with Claude. No one reads the output, no one on the team likes this workflow, but they are told to produce as much as possible. Senior leaders repeatedly say pushing code is not the bottleneck and ask why progress is still slow; employees work 12 to 13 hours a day just to press Enter.
Simon Willison disputes the claim that “MCP was never a good idea,” arguing that it overlooks MCP's value today.
Simon Willison has released the llm-keys-ui 0.1 plugin, which configures API keys on a remote machine without requiring users to paste them into the ChatGPT app.
Simon Willison has released datasette-explain 0.2.2. It relates to SQLite and Datasette; the source does not detail the changes.
Latent Space's AINews roundup reports six reproductions of Jev appearing within two days of launch, including Laya, DiffusionGemmaJev, and Bespoke Nimble.
Most ChatGPT integrations now let users connect multiple accounts, bringing work and personal context into the same conversation. Accounts can be connected in the integrations directory. Developers do not need to make changes; the feature works automatically. If an MCP server adds a profile tool, ChatGPT can also label the accounts.
Google Research has released MilleMiglia, a C++ instance generator that creates realistic, privacy-preserving benchmark data for middle-mile logistics and delivery problems. Its source code and documentation are available on GitHub.
Agents can be AI, but agency is human. It is every individual’s responsibility to empower our own agency, with the help of tools. But the North Star should always remain human centered.
The latest GitHub Podcast examines five popular AI claims. AI-generated code still needs to be read and owned, with review effort scaled to risk; Skills and MCP address different needs, with Skills packaging team expertise and MCP standardizing connections to tools and data; and RAG is not dead, since it can coexist with agents, Skills, and MCP in one workflow. The episode also discusses judging AI fluency in hiring and how fine-tuning needs can signal codebase maintainability problems.
OpenAI has released a youth-safety blueprint for Australia, a six-pillar roadmap for creating safer AI experiences that protect and empower young people.
Latent Space's AINews roundup covers developments from September 16–17. Anthropic launched Projects in Claude Code, allowing a single conversation to spawn parallel cloud sessions, pass context between threads, and keep running after the user leaves; local-workflow support is planned later.
We saw claims that our systems had been accessed without authorization. After a thorough investigation, we found no evidence to support those claims and can confirm that our systems were not compromised.
Meta says its personal agent Muse is now available on Mac. With the user's explicit authorization, it can perform tasks directly on the computer, such as organizing the Downloads folder, finding missing files, and summarizing messages and notes. More capabilities are planned. Download: http://ai.meta.com/muse/download/.
Astra for Law—tools and skills that dramatically accelerate work at law firms. Data privacy is built in, with 26 partner-built integrations and 47 community apps for legal work in ChatGPT.
Google Research has published a research experiment in which teachers use generative UI (GenUI) to dynamically create interactive, level-based learning simulations for STEM classes, complete with scaffolding such as hints, feedback, and solution steps.
Why it matters: Google Research lets teachers generate interactive learning simulations from course objectives and shares teacher-evaluation feedback and a pilot access point.
Omid and the team did great work on this one. Most of my Claude Desktop work these days is in these new-style projects, and I've really enjoyed how easy it is to kick off a bunch of work while still having a coordinator Claude responding quickly.
I had trouble picturing the whole Iron Tangle level from Dungeon Crawler Carl, so I made an interactive artifact and I think I finally understand it: https://claude.ai/artifact/NTcG664cCbibbZNUFnCSu9?sk=HtqECKbpVqi8-DDzHAkh-Q
Researchers from @BroadInstitute, @UniofExeter, and other institutions are using AlphaGenome Atlas to better identify potentially disease-causing DNA variants and interpret their effects. 🧵
Pawprint Studio's Aniimo arrives on GeForce NOW this week alongside its launch. The free-to-play open-world creature-catching RPG lets players capture creatures with Aniipods and transform through Twine, without waiting for a 45 GB download.
Cooley built GO Public on ChatGPT Work, bringing AI capabilities into the IPO process to help lawyers spot issues earlier and focus their judgment where it matters most.
Latent Space's AINews roundup of developments from September 15–16 reports that Steve Yegge shut down Gas Town and acknowledged spending thousands of dollars a month on coding-agent subscriptions to build just that one project.
Zhipu describes how GLM-5.3 was used to help build and optimize the inference infrastructure serving GLM-5.3-Flash. The system went from first working run to production readiness in under two weeks, and end-to-end throughput tripled from the initial baseline.
Using the GitHub Copilot app and Copilot CLI, GitHub completely rewrote the Copilot agent runtime from TypeScript into more than 800,000 lines of production Rust. AI agents wrote most of the code, merged incrementally into main across 128 pull requests rather than in a single cutover.
Why it matters: Drawing on firsthand experience, the author reviews the 800,000-line Rust rewrite and shares agent-orchestration and review practices that can be reused.
OpenAI has launched OpenAI for Law, offering the legal industry frontier intelligence, law-firm-customized workflows, access to legal data sources, and legal-grade controls for confidential client work.
AIUC announced a $40 million Series A led by Ribbit Capital and First Harmonic. Its customers include Cursor, Harvey, Lovable, and ElevenLabs.
Go from inspiration to physical objects with Gemini. With Canvas in Gemini, you can code a custom app to design a vase and change its mathematical parameters to visualize it in 3D. Then, export it as an .STL file for 3D printing to watch your ideas take shape.
OpenAI has published a framework for tracking, investigating, and disclosing model misalignment, along with six reports about unexpected or concerning model behavior.
Why it matters: OpenAI has made public a framework for tracking and disclosing model misalignment, together with six incident reports that show how it approaches alignment disclosures.
OpenAI and AARP are partnering to offer free hands-on ChatGPT workshops to 1,000 older adults in 10 U.S. cities, helping them build practical AI skills safely.
NVIDIA submitted preview results for Vera Rubin NVL72 for the first time in MLPerf Inference v6.1, reporting up to 3.7× the throughput of GB300 NVL72 on Qwen3-VL and up to 2.5× on DeepSeek-R1.
Why it matters: MLPerf Inference v6.1 reports throughput, scaling efficiency, and software-optimization gains for Vera Rubin NVL72 versus GB300 NVL72, offering a basis for judging inference infrastructure value.
For more than 20 years, @ShaneLegg and I have discussed AGI's potential impact on the economy, science, and society. Through the DeepMind Institute, we're expanding interdisciplinary research into the key questions of the AI era. We hope it will help drive the discussion we need to get the next steps right: http://deepmind.google/institute
Honored to receive the Albert Medal from @theRSAorg! Science and technology offer incredible opportunities, but as we approach the AGI era, the arts and humanities are essential to shaping the future we want as a society. I had a fascinating discussion with @FryRsquared, covering many new topics: https://www.youtube.com/watch?v=rDteJAuKiBI
Emerald AI, Google, and NVIDIA have announced the AI Energy Management Alliance (AEMA), which aims to help data centers adjust power use dynamically to grid conditions. The alliance uses technology-neutral, performance-based requirements focused on measurable factors such as response speed, duration, predictability, and emergency behavior. It also sets out pre-interconnection load-reduction and emergency-response obligations, common technical standards and data sharing, faster paths to grid connection, and cost allocation based on actual system impact.
OpenAI has introduced new AI-powered advertising experiences, including Sponsored Agents and tools for marketers, with HubSpot and Shopify integrations.
OpenAI explains how analytics in ChatGPT Work and Codex can help teams understand AI usage and spending, identify training needs, and connect adoption to business outcomes.
Mistral has announced a partnership with Mozilla: the beta AI browsing assistant Firefox Smart Window is now powered by Mistral models. It helps users understand complex searches, find pages they previously visited, and organize information from browser tabs.
Why it matters: Mistral and Mozilla are bringing open models into a browser entry point, offering a view of how open models may reach consumer users.