#Industry news

AIThe main post suggests ChatGPT Atlas, an AI browser, is being revived within the Codex and ChatGPT app. It also speculates that Codex or Claude Code built-in browsers could one day serve as full everyday browsers.

AIAnthropic is partnering with Accenture on independent evaluation of frontier AI, part of its recent commitment to embed evaluators at the company. Both companies expect to invest at least $1 billion in this capacity over the next five years.

AIMustafa Suleyman, owner of the source account associated with Microsoft and Copilot, says the post claims the best image generation quality-price performance in the world. The post itself gives no specific model, price, or benchmark figures. Background from Artificial Analysis says Muse Image, MAI-Image-2.6, and GPT Images 2.5 recently shifted text-to-image price and speed frontiers.

AIGoogle's AI & Economy Research Program has added Nobel laureate Philippe Aghion as an Academic Advisor and Ajay Agrawal as a Visiting Fellow, with Anu Madgavkar and Daniel Rock named Directors. The program covers the future of work, productivity and growth, global technology diffusion, and AI's impact on scientific discovery, and builds on the recently launched AI & Economy ATLAS v1.0.

AILovable has acquired Sutro, a company that built a language, compiler, and backend platform making application behavior and rules explicit. Sutro founder Tomas Halgas and three engineers, Max Gfeller, Tony Zhan, and Hirad Arshadi, are joining Lovable, with Halgas leading its technical evangelism.

AIHuawei unveiled the Atlas 960E superpod, which links up to 4,096 NPUs using near-packaged optics (NPO) and claims eight exaflops at FP8 precision and up to one petabyte of high-bandwidth memory. Its Hi-ONE engine provides 7.2 terabits per second of transmission capacity, and Huawei says 5,500 engines replace 48,000 conventional 800G optical modules, cutting power consumption by more than 550 kilowatts. Huawei has proposed its NPO implementation agreement to the Optical Internetworking Forum, though it has not yet become a standard.

AIAnthropic is partnering with Accenture, through its specialist AI business Faculty, on independent evaluation of frontier models, including red-teaming, alignment assessments, and safeguard testing. Anthropic and Accenture each expect to invest at least $1 billion in this capacity over five years. The source says embedded evaluators would have employee-comparable access, but standards for access and reporting, and a settled funding system, do not yet exist.

Why it matters: The source ties a new evaluation arrangement to an unresolved question of who funds and sets standards for independent AI evaluators, which is useful context for governance debates.

AIQianjue Technology founder Gao Haichuan argues that robotics will not see one breakthrough that suddenly lifts the whole industry, and he judges the company by deployment results rather than research papers. Qianjue, founded in 2023, has completed a Series A+ round worth a nine-figure RMB sum, with first orders coming from restaurant, cleaning, and hotel service robots. Gao says customers care about task completion, failure rates, and price rather than whether a predictive world model is used.

AIShopify has announced it is abandoning React Native and will build its mobile apps with native Swift and Kotlin. The move reverses its 2020 decision to adopt React Native, a choice the article attributes mainly to cost savings.

AIOpenAI announced Astra for Law, a new offering powered by GPT-6 Astra with tools, settings, and context for lawyers and legal technology firms. The package includes a legal search index, instructions, and model-level settings tuned for real legal work, and can be used to build with today.

AIAnthropic is partnering with Adaptyv Bio on a protein design competition in which over 5,000 designs will be experimentally validated. Anthropic is providing up to $1 million in Claude credits plus funding for experimental validation alongside Adaptyv, while Modal contributes up to $250,000 in compute and Twist Bioscience supplies DNA.

AIGoogle Research is sharing an experiment that lets educators generate custom, guided STEM simulations tailored to their curriculum using generative UI. It is releasing a sample library of over 30 English interactives for physics, chemistry, biology, and math, all AI-generated and reviewed by teachers. Schools using Google Workspace for Education can sign up through the Google for Education Pilot Program to give feedback.

AIA tweet from Anthropic employee Jacob Coxon, who resigned saying AI could "kill us all by the end of the decade," was viewed over 170 million times and drew coverage on CNN, CBS, and Fox News. The article says AI risk has become a national political topic, but notes the House has begun a seven-week recess and no AI legislation is likely to pass before the new year.

AIDatabricks CEO Ali Ghodsi discussed leadership in an interview with @bhalligan, and the main post calls it a fun and very different conversation. The quoted background notes that Ghodsi never wanted to be CEO and was handed the interim title in 2015, when revenue was $1.5M. The source's listed takeaways emphasize focusing on the biggest bottleneck, embracing conflict, and studying competitors' weaknesses.

AIAccording to this post, OpenAI is close to solving the Hodge Conjecture, one of the Millennium Prize problems, though the announcement could be delayed as the company navigates its rocky relationship with the math community.

AIYi Tay congratulated Vinh Q. Tran (@vqctran) on his move from Google DeepMind and recalled years of co-inventing work together. The post praised Tran's pursuit of his biology passion, which the quoted post describes as building Polyphron to grow human tissue with frontier models and reinforcement learning.

AISierra has become AIUC-1 certified after an independent audit by Schellman and testing by the Artificial Intelligence Underwriting Company (AIUC), a new standard for AI agents that tests resistance to manipulation and unauthorized access. Schellman found that Sierra met all applicable AIUC-1 requirements, and the technical evaluations recur at least quarterly with a full audit each year. The certification complements Sierra's existing SOC 2 Type II, ISO 27001, and ISO 42001 attestations.

AIAwni Hannun says Apple already offers MLX, a tool for efficiently running AI models on Apple hardware. The post is a short announcement with no benchmarks, prices, or version details.

AIBaidu's Apollo Go plans to apply for commercial operation of its autonomous driving service in Hong Kong, citing the HKSAR Government's support in its first Five-Year Plan and the 2026 Policy Address. The company says it builds on fully driverless trials already conducted in the city. Baidu hopes Hong Kong can become a global benchmark for commercial autonomous driving in right-hand-drive markets.

AIWaymo announced plans to launch its fully autonomous, all-electric ride-hailing service in Singapore through the Waymo app in 2028, in partnership with the Ministry of Transport and Land Transport Authority. The rollout begins with initial Jaguar I-PACE vehicles arriving in the coming months, followed by a 2027 readiness phase of manual driving to adapt the Waymo Driver to local conditions.

AIChatGPT Ads for Shopify is now live, making Shopify OpenAI's first commerce partner. Merchants set their own campaigns and budgets, with products pulled directly from Shopify Catalog, and the app is free to install and tracked from the Shopify admin.

AIDatabricks rolled out Astra to every engineer, about 3,500 people, after a pilot with around 200 users. Engineers given Astra increased coding spend by roughly 60% compared to baseline. The company reports Astra outperforms Opus 5 and Sol 5.6 on highly complex system design tasks, but sees no clear gain on medium or low complexity coding. Astra gets a separate sub-budget in Unity Gateway to encourage selective use.

AIMicrosoft signed a landmark agreement with the American Federation of Teachers and introduced a Privacy & Safety Standard for Schools covering Microsoft Education products. The standard limits how student and educator data is used, requires human oversight for consequential decisions and keeps school-created knowledge owned by schools. Microsoft also introduced Teach in Microsoft 365 Copilot, an education-first AI experience for educators.

AIDatabricks rolled out Astra to all of its engineers and reported internal measurements. Engineers given Astra increased overall coding spend by around 60% compared with baseline, and Astra outperformed prior top models on highly complex system design tasks, while the gain on medium or low complexity tasks was unclear.

AIAnthropic is merging Claude Cowork and chat into a single Claude experience, which Alex Albert says feels much better than either product alone. He also highlights the new slides, docs, and design integrations as working very well. The merged version is rolling out to Pro and Max users over the next few weeks.

AIElad Gil added a brief endorsement of Harvey's appointment of Adam Sadovsky as Chief Research Officer. The quoted post says Sadovsky previously co-led post-training at Microsoft AI and Google DeepMind and helped train Gemini 1.0 through 2.5.

AICohere and Aleph Alpha have signed a definitive agreement to combine, forming a unified company that will operate globally as Cohere. The combined company will have more than 1,000 employees across Canada and Germany.

AIDemis Hassabis says he and Shane Legg have long discussed AGI's potential impact on the economy, science, and society. Google DeepMind is now expanding interdisciplinary research on key questions for the AI era through the DeepMind Institute.

AIMistral models now power Firefox Smart Window, Mozilla's AI browsing assistant in beta. Mistral will serve users in France and North America first, with the United Kingdom and Germany expected later this year. Conversations are not saved on Mozilla's servers by default, and partners such as Mistral agree to zero data retention.

AIDeepSeek engineer Shengyu Liu, who wrote DeepSeek-V4.1-Flash's attention kernels, published an essay arguing that AI industrializing software production may leave students without the skills to understand and plan whole projects.