Search “DeepMind”

English translation is being prepared.

English translation is being prepared.

English translation is being prepared.

English translation is being prepared.

English translation is being prepared.

English translation is being prepared.

October 28 AI Daily Brief: Genie 4 and MAI-Image-2.7 Released

Google DeepMind released the interactive world model Genie 4, which supports natural language control and native audio. It is first being opened to Trusted Testers, with later integration into Google AI Ultra and the Gemini API. Microsoft AI launched the image editing model MAI-Image-2.7-Preview, ranking 3rd on Arena Edit and 2nd on AA-Image-Editing. Liquid AI open-sourced the LFM3 series of six 2B-class text, vision, audio, and omni-modal models, using a triple-hybrid architecture.

Anthropic Abolishes Coding Interviews: Felix Reiseberg Says "Hunger beats tenure"

Anthropic hiring manager Felix Reiseberg announced that the company will no longer use traditional coding interviews to evaluate candidates, citing the fact that Claude is already stronger than humans at both React challenges and assembly problems, and that truly impactful builders do not win through such tests. He advises junior engineers to pick an idea that can drive business impact, build a working prototype over the weekend, focus on just one good idea, and leverage their fresh perspective on users. On the same day, Google DeepMind released the Genie 4 world model, and Claude Opus 5.5 (58 points) topped the Artificial Analysis Intelligence Index v5.

Edge AI Daily Morning Brief: Anthropic Files for IPO, OpenAI Releases GPT-6.1…

On October 26, 2026, Anthropic submitted an S-1 to the SEC, planning to list on Nasdaq under the ticker "ANT," with an IPO valuation potentially exceeding $2 trillion. OpenAI released GPT-6.1 Terra the same day, priced at $1 per million input tokens and $5 per million output tokens on the standard API, completing tasks more than three times faster than the flagship GPT-6 Astra. Google DeepMind launched a research preview of its world model Genie 4, achieving synchronized audio and video generation for the first time and doubling its consistency duration to two minutes.

Arena: Gemini 4 Carbon pushes the Pareto frontier

Arena.ai says Gemini 4 Carbon pushes the Pareto frontier. The post it cites points out that Google DeepMind's Gemini 4 Carbon (High) has entered the Pareto frontier in Agent Arena, Code Arena: WebDev, and Text Arena; in Agent Arena it ranks #2, with a net improvement of +16.2% and a median cost per task of $1.80, 72% lower than #1 Claude Opus 5.5 (Max).

Gemini 4 Carbon ranks 2nd on Agent Arena with a net improvement of 16.2%

Arena.ai says Gemini 4 Carbon ranks 2nd in the real-task-based Agent Arena with a net improvement of 16.2%, and sits on the Pareto frontier for cost, time, and output tokens per task. Compared with Gemini 4 Argon, which ranks 7th with an 11% improvement, Carbon is 5 places higher and 5.2 percentage points better; the gains mainly come from a +13.2 percentage point increase in the positive-feedback-to-complaint ratio, +5.6 percentage points in confirmed success, and +4.8 percentage points in steerability. Arena says Carbon's availability will be announced by Google DeepMind.

Google Establishes AI Research Hub in Singapore, Partners with Ministry of Health to Deploy Frontier AI

Google has established a Google Research hub in Singapore and is partnering with Singapore's Ministry of Health to deploy frontier AI into the country's healthcare system. The hub focuses on foundational AI models and collaborates with the National University of Singapore and Nanyang Technological University to cultivate research talent; Google.org and Google DeepMind have invested $7 million in the Philanthropy Asia Alliance's Health for Human Potential Coalition, of which $1 million is for the PathGen disease detection platform. Google DeepMind will also work with the National University Health System to evaluate AI clinical assistant tools, and Google Cloud is partnering with NHG Health on population health programs.

Edge AI Daily Morning Brief: Google Releases Gemini 4 Carbon, Anthropic Files for $2 Trillion...

Google DeepMind released the cybersecurity frontier model Gemini 4 Carbon on October 28, topping the Artificial Analysis Intelligence Index v5.0 with a composite score of 59, priced at $2 per million input tokens and $10 per million output tokens. Anthropic filed its S-1 prospectus with the SEC on October 26, planning to list on Nasdaq under the ticker ANT, with a target valuation of $1.5 trillion to $2 trillion and fundraising of up to $100 billion. In the same period, Microsoft disclosed for the first time that Azure quarterly revenue reached $33.2 billion, up 48% year-over-year.

Li Jianshu and Wang Jian on AI and Mathematics: From an Excess of Answers to Two-Way Empowerment

ScienceNet reporters interviewed Li Jianshu, an academician of the Chinese Academy of Sciences, and Wang Jian, an academician of the Chinese Academy of Engineering, to discuss the controversies and directions surrounding AI's entry into mathematical research. The article mentions that in May of this year, Google DeepMind's AI agent solved 9 previously unsolved Erdős problems and tackled 44 open mathematical conjectures; OpenAI recently published 722 mathematical manuscripts generated by its internal AI models on GitHub; and 25 Fields Medalists, including Terence Tao and Deng Yu, jointly issued an open letter warning of a serious misalignment between AI and mathematics. Li Jianshu believes that AI may change the paradigm of mathematical research and points out that mathematics has done far from enough for AI; Wang Jian believes that AI's reasoning ability currently comes mainly from code, and that learning deeper reasoning from mathematical data will bring greater gains. The Institute for Advanced Study in Mathematics at Zhejiang University, where the two work, and Zhijiang Laboratory jointly launched the Future Mathematics Program, which focuses on four aspects: mathematical foundation models, formal verification, AI mathematical mechanisms, and interdisciplinary empowerment.

Google AI coding assistant Jules will gradually be discontinued, with its experience merged into Antigravity

Google has announced that it will gradually discontinue Jules, the AI coding assistant launched in December 2024, and apply the experience gained from the tool to Antigravity, its agent-first development platform. Jules's official X account said that Jules was originally an experiment to understand how asynchronous coding agents can help developers ship faster, and that in the future it will merge remote background task execution with an agent-centric development environment into a unified experience. Antigravity was launched by Google DeepMind on November 18, 2025, and is a standalone IDE distributed as a VS Code fork, supporting Windows, macOS, and Linux.

Multi-theme resonance: a breakdown of the upward logic of the humanoid robot sector

This week (October 19–October 23), the humanoid robot sector rose on multi-theme resonance: the Humanoid Robot Index gained 11.48%, the Unitree Robotics Index gained 13.65%, and the Embodied Intelligence Index gained 10.65%. Unitree Technology hit the 20CM limit up on October 23 and rose 46.14% for the week. Catalysts include Tesla's third-generation Optimus being ready for large-scale mass production, OpenAI announcing its entry into humanoid robots with a prototype demo expected in 2027, Google DeepMind releasing the general physical reasoning model Gemini 4 Argon, and the Ministry of Industry and Information Technology stating that in the first half of the year complete-machine products exceeded 400 models and output surpassed 40,000 units. Brokerages believe 2026 will be a key window for mass-production validation and scenario deployment, but the technology route has not yet converged.

UK invests £600 million to address AI risks and establishes an AI biosecurity lab

The UK government has announced an investment of about £600 million to address public health and security risks posed by AI, of which £100 million will be used to establish an AI biosecurity laboratory to identify biological threats, and £65 million to research and develop pathogen prevention and response measures. OpenAI and Anthropic will provide AI model usage credits worth up to £200 million for the biosecurity program, and Google DeepMind and Basecamp Research will also provide support. The UK AI Safety Institute will receive an additional £120 million in funding, and a further £130 million will be invested in two new projects: the National Cyber Shield and the National Cyber Risk Exposure and Real-Time Vulnerability Center.

UK invests £100 million to build AI biosecurity lab, OpenAI and Anthropic provide model credits support

The UK announced an allocation of £100 million to establish a laboratory that uses AI to detect and monitor biological threats; OpenAI and Anthropic will provide up to £200 million worth of AI model usage credits, with Google DeepMind and life sciences company Basecamp Research participating in the collaboration. This is part of the UK's approximately £600 million AI health and safety funding program, which also includes an additional £120 million for the AI Safety Institute and an additional £23 million for the planned AI Economy Institute.

Blogger recommends FrontierCS 2 computer science research benchmark

English text is being prepared.

Hassabis shortens AGI forecast from "three to five years" to "two to three years"

In an interview with The Wall Street Journal, Google DeepMind CEO Demis Hassabis compressed the timeline for AGI's arrival from "three to five years" earlier this year to "two to three years," and said the expectation is still moving earlier. He attributed part of his judgment to Isomorphic Labs: the company completed a $2.1 billion Series B funding round in May 2026 and plans to submit its first new drug clinical trial application before the end of 2026. Hassabis reiterated that AGI's primary value is accelerating scientific discovery, and argued that rushing to legislate before the technology is fully understood means "bad regulation is worse than no regulation."