English text is being prepared.

Anthropic releases proactive AI agent Claude Duet, based on Claude Opus 5.5, running in a virtual machine with an independent browser, able to monitor email, calendars, and business software on its own and handle tasks in the background. The service is first available in preview to Pro and Max subscribers in the United States, requires joining a waitlist, and can be used via the iOS and Android apps and claude.ai. Duet connects to more than 6000 connectors and plugins, including Gmail, Slack, Qu

Matched fieldsBody

Investors in DeepSeek's approximately RMB 100 billion second round of financing include GigaDevice, Meituan, Geely, Midea and existing shareholder NetEase, with more than 15 investors in total; CATL and Tencent are the largest investors. This round sets the record for the largest financing in China's AI industry, with DeepSeek valued at approximately USD 74 billion before the financing. DeepSeek has engaged CITIC Securities as its listing advisor, targeting a listing on the Shanghai Stock Exchan

Matched fieldsBody

Hugging Face releases the torch-neuronx model support Space, which lets users view, by download count or trend, whether models on the Hub can run on AWS Trainium, and reports the number of sharded cores, compile-inclusive latency, and peak memory. Currently it only tests Transformers text-generation and image-text models, and only models that fit on 4 Trainium2 devices (up to 16 cores); each model generates 32 tokens for validation, comparing against CPU results in single-core mode, and in shard

Matched fieldsBody

Italy's largest real estate platform Immobiliare.it, based on ElevenAgents, scaled from a single conversational agent to an interconnected agent network, increasing lead qualification conversion rate by 3.3x, raising the likelihood of users leaving a phone number for follow-up by 74%, and about 80% of users rated the feature positively. The first agent was deployed on listing pages, responding 24/7 in the local language and summarizing each interaction; subsequently it expanded to agents for pri

Matched fieldsBody

Automakers building humanoid robots aim to incubate new businesses using the funding, real factory tasks, and supply chain capabilities of their automotive operations—first validating them in manufacturing and store scenarios, then pursuing external customers. Tesla's Optimus has already begun production at the Fremont factory, with external delivery targets still around the end of 2027, and plans to build 10,000 to 20,000 units for training; Figure 02 has accumulated more than 1,250 hours of op

Matched fieldsBody

Warp Sciences, an AI scientific research startup founded by former OpenAI Chief Product Officer Kevin Weil, has emerged from stealth, completing a $215 million Series A funding round at a post-money valuation of $865 million, led by Lightspeed Venture Partners. The company, founded in San Francisco with a team of about 20 people, plans to use AI, robotics, and automated laboratories to help pharmaceutical companies screen molecular variants in drug development, without developing drugs itself. T

Matched fieldsBody

The W3C Strategy team published a discussion draft, "W3C and the State of the Web in the AI Era," proposing the use of Web standards to make AI agents safer, focusing on Prompt Injection protection, controllable permissions, and accessibility. The article was published on October 21 to build momentum for the TPAC meeting; it is a proposal rather than an approved standard, with the official presentation scheduled for October 29. Using travel booking as an example, the article points out that lett

Matched fieldsBody

1Password has released 1Password for Agents, allowing AI agents to log into user accounts, but the password is filled in by 1Password itself and immediately withdrawn after a successful login, so the agent cannot read or reuse it. The first batch of integrations is Meta's Muse and SpaceXSI's Grok Bot; integrations such as Claude Duet, ChatGPT Work, dots, and Perplexity have not yet been given a timeline. The feature is included in personal and family subscriptions and currently only supports acc

Matched fieldsBody

Googlebook hides 7 hard-to-notice practical features, including "Look up" instant definitions in the right-click menu, Circle to Search that must be enabled in system settings, customizable shortcut actions at the four corners of the screen, keyboard shortcuts that can be customized and created for any app, and automatic summaries of local files. Automatic summaries only cover locally stored files and do not apply to Drive or a connected Android phone. These features come from the author's short

Matched fieldsBody

AI has permeated every earnings call and boardroom deck, with enterprise generative AI spending reaching $30 billion to $40 billion in 2025, yet productivity statistics show almost no change. The only exception is data center construction: in 2025, hyperscalers invested more than $300 billion in data centers, chips, and power grids, which is already counted in GDP as private nonresidential fixed investment. The author believes AI will not take 15 years to show up in productivity data the way com

Matched fieldsBody

Matched fieldsBody

Matched fieldsBody

The Tessl blog proposes that agents can write code and suggest fixes, but should not have permission to deploy to production; deployment permissions should be given to the CI/CD pipeline. The article cites a case from the Cline repository: a malicious issue title can induce its triage agent to install a package from an attacker's fork, and via a shared build cache steal an npm token to publish an unauthorized version. The author advocates treating everything an agent reads as untrustworthy, and

Matched fieldsBody

OpenAI's FDE team was established in early 2025, with the goal of filling the deployment gap between model capabilities and customers' real-world constraints; the approach is to first get results into production, then consolidate customized solutions into reusable products. In the early days, every use case required extensive customized integration; after Codex became stronger, the team rebuilt the application on Codex, turning customized applications into plugins and skills based on Codex primi

Matched fieldsBody

Through four types of system optimizations, SkyRL achieves a single-sequence training length of 1 million tokens for GLM-5.3-Flash on B200, with a peak of about 144.5 GiB, roughly 64 times that of the out-of-the-box Megatron baseline. The optimizations include running DSA on sparse kernels, chunking by query and sharding the indexer by TP, recomputing full-layer activations and CPU offloading layer inputs, and removing redundant fp32 upcasting. On real book data, the 512k peak is about 122 GiB,

Matched fieldsBody

Meta's new paper proposes the RSD method, which lets AI agents review each step after knowing the task outcome and learn from historical attempts that no one labeled as right or wrong. On ScienceWorld, Qwen3-14B's success rate rose from 12.9% to 20.6%; on ALFWorld, Qwen3-8B reached 76.6%, surpassing all tested methods, including those that received rewards or standard answers. The authors recommend keeping agents' unlabeled run records (including failures) and regenerating the review notes each

Matched fieldsBody

36Kr sorted through the product moves of eight companies—Tencent, Alibaba, Baidu, ByteDance, and Moonshot AI, Zhipu, MiniMax, DeepSeek—across ten AI tracks over four years, finding that competition cycles have shortened, product lifecycles have grown shorter, and renaming, integration, and shutdowns have become the norm. Tencent QClaw went from public beta on March 20 to announcing service shutdown arrangements on September 24, just 188 days, with user data to be migrated to WorkBuddy; Alibaba's

Matched fieldsBody

At SpaceX's Q3 2026 earnings call, Musk said superintelligent compute capacity will face a long-term shortage, with power, cooling and infrastructure constraining supply more than chips. SpaceX's superintelligence business revenue for the quarter was $7.56 billion, surpassing the connectivity business led by Starlink; compute scale rose from 0.6 gigawatts a year earlier to 1.7 gigawatts, with plans to reach 13 gigawatts by the end of 2027. Musk said paid weekly active users of Grok Bot reached 8

Matched fieldsBody

Yunying Research Society analyzes that AIGC is taking over the mass-production stage of e-commerce recommendation videos; a team of about 5 people can generate over a thousand videos in a few minutes, at under 5 yuan each, while manual shooting costs about 100 to 200 yuan per video. The specific approach is to first break out fixed blocks and variable blocks to form a template, then use low-cost models such as Grok Video and the Seedance entry version to test hooks and directions, and after gett

Matched fieldsBody

Moshi CEO Anekha Sokhal said on the Latent Space podcast that Moshi is a recommendation engine that connects market information with traders' positions, describing it as a combination of Bloomberg, Claude and Netflix. She previously traded energy derivatives at JPMorgan, and the startup idea came from the fact that while trading, the volume of information far exceeded what one person could read. She also discussed trusted sources, document extraction (using Reducto), and the trade-offs between b

Matched fieldsBody