Weekly roundup (Oct 5-10): the Trump administration requires AI companies to report security incidents immediately; Huawei and Qualcomm reach a broad patent licensing agreement; Moonshot AI is reportedly close to completing pre-IPO funding at a $50 billion valuation; Manus closed a new round of over $500 million; Broadcom is reportedly planning to raise over $50 billion for an OpenAI custom chip project; Anthropic released Claude Haiku 5.5, about 75% cheaper to run than the 4.5 model; OpenAI announced GPT-6 for all ChatGPT users worldwide.

**Opinion**

**OpenAI's Altman: Society Should Accept the Downsides of AI**

OpenAI CEO Sam Altman said the benefits of AI are large enough that people should accept some risk, and that the technology should remain broadly available to the public. He also said OpenAI and its rival Anthropic hold fundamentally different views on AI regulation. "I disagree, but I understand where those people are coming from. They believe this technology will become extremely powerful and extremely dangerous, so it should be held by one lab in San Francisco, which would ensure nothing bad happens, and then figure out how to distribute the benefits." Altman called this a "completely unacceptable trade-off" that runs counter to the "light-touch regulatory stance" OpenAI supports, because "people will use this technology to do far more good than bad, by orders of magnitude."

**Domestic News**

**Huawei and Qualcomm Reach Broad Patent License Agreement**

Huawei and Qualcomm announced a long-term, broad patent licensing agreement. It includes cross-licensing of each company's patent portfolios across multiple technology areas, including 5G, computing, artificial intelligence and networking. Qualcomm will also acquire some of Huawei's U.S. patents in computing, AI, networking and other technology fields.

**Moonshot AI Reportedly Nears Pre-IPO Funding at $50 Billion Valuation**

Moonshot AI (月之暗面) is reportedly close to completing pre-IPO financing at a valuation of $50 billion. The company plans to list in Hong Kong in the first quarter of 2027.

**Zhipu's GLM-5.3 Lands on Amazon, Opening an Overseas Revenue-Sharing Channel**

Amazon Bedrock, the large-model service platform under Amazon Web Services (AWS), has officially added Zhipu's GLM-5.3. AWS will share revenue with Zhipu based on model call volume. Beyond AWS, Zhipu has recently set up revenue-sharing arrangements with several other overseas cloud providers. Zhipu had previously said it plans to add a commercially promising business path through revenue sharing on overseas cloud platforms. Domestically, Zhipu has signed similar agreements with leading cloud providers, including the Alibaba Cloud Bailian platform. Huawei Cloud has also listed GLM-5.3 and has expressed intent to pursue a similar arrangement, forming a revenue-sharing system that spans both domestic and international markets.

**Tencent's WorkBuddy Launches a Standalone File Browser**

Tencent's WorkBuddy has launched a standalone file browser that provides a dedicated window for viewing and editing local files. Users can right-click a local file and open it with WorkBuddy, with the file on the left and the AI assistant on the right. From there, they can summarize, analyze, revise and polish the document directly. If a user sets WorkBuddy as the default program for a file type (which requires an explicit user action), Buddy will also appear the next time they double-click a similar file. The standalone file browser only reads files that the user opens or adds manually and does not traverse or scan the computer's disks.

**Motphys and Huawei Co-Build an Embodied Intelligence Simulation Platform**

As AMD's acquisition of World Labs confirmed the strategic investment value of physical AI infrastructure, Motphys, a domestic physical AGI infrastructure company, completed a global end-to-end process spanning chip adaptation to ecosystem certification. Motphys and Huawei jointly released an embodied intelligence simulation platform solution built around the MotrixSim physics simulation engine and the MotrixLab training platform. The solution has been formally included in Huawei's ecosystem partner program.

**International News**

**Google Cloud Launches Gemini Agent That Can Autonomously Carry Out Multi-Step Enterprise Tasks**

Google Cloud has announced Gemini, a general-purpose agent for enterprise work. Through a single interface, it can handle question answering, knowledge work, content creation, and code writing and execution. It can also use a company's internal tools and data to autonomously complete goals set by users. Gemini integrates directly with Gmail, Drive, Docs, Sheets, Slides, Chat and Calendar, and supports creating "colleague agents" with their own identities and permissions. These agents can run tasks over long periods and coordinate multiple sub-agents to handle complex work.

Google is also introducing new skills for data analytics, data engineering and machine learning, and for the first time offers specialized versions for the financial services and legal industries. Gemini supports dynamic selection between Google's own models and Anthropic's Claude, and provides enterprise controls including permission management, auditing, sandboxing and real-time spending caps.

**Anthropic Releases Claude Haiku 5.5, Cutting Running Costs by About 75% Versus 4.5**

Anthropic has released Claude Haiku 5.5, which it describes as the fastest, cheapest and most capable model in the Haiku line. It is also the first Haiku model to offer adjustable performance settings, and it can serve as a sub-agent for coding tasks handled by Opus or Sonnet 5.5. On performance, its OSWorld score for operating a computer rose from 15.7% in the previous generation to 72.4%. Its Terminal-Bench 4.0 score for terminal programming went from 0% to 39.2%. On GDPval-AA, which measures knowledge work, it scored 1,620 points, more than double the previous generation. Pricing is $0.10 per million input tokens and $0.50 per million output tokens (for up to 100k tokens), roughly 75% lower on average than Haiku 4.5. Anthropic also cut the cache-read price for Sonnet 5.5 to $0.10, reducing the cost of agent tasks by about 20%.

**OpenAI Rolls Out GPT-6 to All ChatGPT Users Worldwide**

OpenAI announced that GPT-6, which includes the Intelligent UI, is rolling out globally to ChatGPT Plus, Pro, Business and Enterprise users, and will expand to Free and Go users. The Intelligent UI lets ChatGPT answer quickly through a fully interactive user interface.

**Trump Administration Requires AI Companies to Report Security Incidents Immediately**

After several security incidents at Anthropic involving unauthorized use of U.S. government systems, the Trump administration has announced new mandatory reporting requirements for AI security incidents. Reports indicate Anthropic disclosed the related incidents to the U.S. government at the end of September and said the unauthorized activity had stopped. Under the new requirements, AI companies must report security incidents to the government immediately, increase transparency about these incidents, and take remediation and corrective measures for affected agencies.

**Funding and M&A**

**Manus Completes New Funding Round of Over $500 Million**

Butterfly Effect (蝴蝶效应), the parent company of Manus, has announced the completion of a new funding round of more than $500 million. The round was led by Boyu Capital and IDG Capital, with existing shareholders Tencent, Sequoia China and Zhenfund continuing to invest.

**Isomorphic Labs in Talks for New Funding at a Valuation of at Least $40 Billion**

Isomorphic Labs, the AI drug discovery startup spun out of Google DeepMind under Alphabet, is in preliminary talks for a new funding round at a target valuation of at least $40 billion. One person familiar with the matter said the valuation for this round could reach $50 billion.

**Suidu Technology Completes Funding Round of Over RMB 1 Billion**

Suidu Technology (苏度科技), a general-purpose embodied intelligence company, has completed a new funding round of more than RMB 1 billion. The round was co-led by SDIC Xiandao and SDIC Futeng, both under Shanghai's State-owned Investment Corporation, along with Guotai Haitong. Industry and long-term investors including Daohe Long-Term, Dongfeng Asset Management, China Development Bank Financial (国开金融), Langmafeng and Liangtu Zhice also participated substantially. Existing shareholders, including Xiaomi, followed on. Gaohu Capital served as the sole financial advisor.

**Broadcom Reportedly Seeks More Than $50 Billion to Finance Custom Chip Project for OpenAI**

Broadcom is reportedly arranging more than $50 billion in financing for its custom AI chip project with OpenAI. It has begun early discussions with private credit firms including Apollo Global Management and Blackstone. The talks are at an early stage, and the size of the financing could change.

**Lingqing Intelligence Completes Angel and Angel+ Rounds Worth Several Hundred Million RMB; Ant Group Increases Investment Twice**

Lingqing Intelligence (厘清智能), a physical AI infrastructure platform company, recently completed angel and angel+ rounds worth several hundred million RMB. Ant Group made two successive investments and led the angel+ round. CMC Capital, Guoqi Investment, a fund under CICC Capital, several Shanghai AI industry funds, the Zhongguancun Science Park Fund, the Shanghai Future Industry Fund, Deshi Investment and Chengkai Fund also invested. Existing shareholders Shunwei Capital, Century Jinyuan, Fengrui Capital and the Shuimu Tsinghua Alumni Seed Fund continued to add capital. Qiguan Capital served as the sole financial advisor.

**Policy and Trends**

**DBS: Nvidia's Valuation Remains Low; AI Stocks Are Far From a Bubble**

Hou Wey Fook, Chief Investment Officer at DBS Group, said Nvidia's price-to-earnings ratio and its projected 70% profit growth next year show that AI-driven tech stocks are still far from a bubble. Aggregated data shows Nvidia's forward 12-month P/E ratio at 17x. Hou compared this with Cisco's valuation of roughly 100 times earnings before the dot-com bust. "If we define the representative AI company as Nvidia, and its P/E is only in the teens, how can anyone call this a bubble?" he said. He added that semiconductor and AI investments still have "tailwinds." To manage overall portfolio volatility, Hou recommended a "barbell strategy": holding tech stocks for growth, paired with investment-grade fixed income for stable returns, and using hedge funds and gold as intermediate diversifiers.

**Lumentum Sold Out Through Early 2029 as Capacity Runs Short**

Hurlston, CEO of U.S. optical communications leader Lumentum, said the company's optical component capacity is "fully sold out" through early 2029 as technology companies race to build faster AI data centers. Hurlston said that some products will still have about 70% of demand unmet next year, and that other products will still have 30% of demand unmet through 2028.