#Funding/M&A

AISouth Korea's Ministry of Science and ICT plans a ₩4.7 trillion special program to develop a frontier AI large model starting March 2027, Reuters reported. The lead developer will be chosen through competitive bidding after the National Assembly passes the 2027 fiscal budget in December, with the winner expected to be finalized as early as February 2028. The program is separate from the existing domestic foundation model project, which will continue and select two final teams in a third-stage review in February 2027.

AIAnthropic is expanding its Claude Startups program for founders building companies on Claude. Members can receive up to $7,000 in Claude products and credits, including a free year of Claude Team with up to five Premium seats and a one-time $1,000 API credit. The program also offers Claude Startup Stack tool discounts worth up to $45,000, virtual office hours with Anthropic's Applied AI team, and a path to listing products on Claude Marketplace.

AIMatt Shumer says he has invested in Spawn, after starting as a user and meeting its founder, @jsnnsa. He calls the founder's vision and execution impressive and says he is going to build "the Oasis, for real."

AITogether AI is running a large dedicated inference cluster of NVIDIA B300 GPUs on IBM Cloud, backed by NVIDIA Spectrum-X Ethernet networking, and is the first customer on it. Together AI operates the inference layer, IBM provides the cloud, and NVIDIA supplies the silicon and networking. The companies say the setup aims to deliver enterprise-grade, open-model inference at scale.

AIChinese AI companies earn about 10% of the combined AI-related revenue of OpenAI and Anthropic, according to Epoch AI as of September 2026. Their main income streams are consumer apps, API access, enterprise and government deployments, licensing fees, and AI-complemented businesses such as cloud and advertising. Releasing model weights lets third-party hosts compete on price, which weakens API margins for model-focused firms like Z.ai and DeepSeek.

Why it matters: The piece maps how Chinese AI firms earn revenue and why open-weight releases weaken API pricing, giving context for comparing them with US frontier labs.

AIOrange AI (@oran_ge) argues that Instinct, viewed through its business model, resembles an AI version of Ctrip, the Chinese travel booking platform. The post gives no further details on Instinct's operations, products, or figures.

AISemiAnalysis measured usage meters on Anthropic and OpenAI subscription plans to estimate each plan's API-equivalent value. At mid-tier models, it found Anthropic offers roughly 5x the value of OpenAI, after OpenAI halved its $200 plan limits and introduced a $500 tier. The analysis also argues that subscriptions take a large share of inference compute while providing a small share of revenue, so their limits materially affect lab margins.

AIGartner's latest forecast projects AI spending rising 49.7 percent to $2.67 trillion in 2026 and 36 percent to $3.64 trillion in 2027, following a 2.6X jump to $1.79 trillion in 2025. Traditional IT spending is in recession, shrinking 12.5 percent in 2025 and projected to fall further, which the article says means AI spending will exceed traditional IT spending in 2027.

AIHuawei's new multiyear patent agreement with Qualcomm would make Qualcomm the net payer for the first time, according to Nikkei Asia. The deal cross-licenses patents in 5G, computing, AI, and networking, and Qualcomm will also buy some of Huawei's U.S. patents outright. Financial terms have not been disclosed, and the transaction still requires regulatory approval.

AIIndependent Chinese AI safety work has very little funding, and the Charity Law and Overseas NGO Law limit both domestic and foreign money flowing to nonprofits. Chinese charitable giving was about $21 billion in 2023 versus $557 billion in the US, with companies supplying 77 percent and most AI safety work sitting in state-backed institutions and universities. The author suggests options such as overseas compute, exchange programs, investment in safety companies, and a domestic regranting fund.

AIElon Musk said SpaceXAI, the AI business unit of SpaceX, will be renamed SpaceXSI, and called SpaceX "a superintelligence company." The shift follows the Trump administration's September 22 directive to replace "artificial intelligence" with "Super Intelligence" in federal documents and agencies.

AITypeSafe AI launched Jev on September 15, a model that classifies inputs into preset outputs rather than generating text. Its founder says about 25% of Fortune Global 500 companies use it and daily token volume reached one trillion, with a reported funding round of up to $1 billion under discussion. Similar products have followed from OpenAI, Databricks, Cloudflare and Amazon.

AIAmjad Masad of Replit and Alex Atallah of OpenRouter discuss why AI independence and model diversification matter for enterprises. They argue that depending on a single lab risks lock-in and that specialized agents may outperform one general superagent. The post presents the conversation as a podcast episode, the first Atallah has done since Stripe acquired OpenRouter.

AINathan Lambert says it is a huge failure of the AI ecosystem that people respond to some unspecified situation with accusations of evil and shame. He says he will work to shift those norms, arguing that positive paths forward exist even though the path will be hard.

AIHiggsfield AI is inviting creators to apply to its Creator Partnership Program via a link on its website. The post provides no details on program terms, benefits, or eligibility requirements.

AIHuawei chairman Eric Xu said at Huawei Connect that Ascend now leads Nvidia in China, based on Huawei's own data, but did not give a market share. Bernstein forecasts about 50% for Huawei and 8% for Nvidia this year, and Xu says mainland process nodes, not chip design, are the bottleneck. DeepSeek reportedly plans to deploy at least 160,000 Ascend 950DT chips in Inner Mongolia.

AIProximal is recruiting for roles in post-training, data research, and infrastructure at tremendous scale. The post invites people interested in these areas, or in learning more about the company's work, to reach out. A related post notes that a researcher has joined Proximal in San Francisco and sees many open problems in data and post-training.

AIStability AI's Executive Chairman Sean Parker and CEO Prem Akkaraju spoke with The Information about the company's work building tools for music professionals. The interview is linked to a report on Stability's push, backed by major record labels, to win over musicians on AI technology.

AISam Altman says there is speculation about OpenAI's partnership with Cerebras. He describes Cerebras as a close partner with whom OpenAI is deeply engaged in pushing the frontiers of speed.

AIAmazon and Georgia Tech launched a joint science hub to support research in robotics, industrial and systems engineering, aerospace technology, and foundational and emerging technologies. Georgia Tech researchers will also use Sprout, the robotics development platform from Fauna Robotics, to advance work in human-robot interaction and perception.

AIMatt Shumer is launching a Pro plan for somethingbig.ai readers that will include free or discounted access to AI tools. He is seeking AI companies to offer Pro subscribers deals on their products in exchange for exposure to an audience that actively looks for new AI tools.

AIAnthropic is preparing an IPO, with a leaked prospectus showing about $8 billion in operating loss on $4.6 billion revenue last year. The author says the company now targets trading in November, and that its revenue trajectory will signal whether the AI cycle has more runway. Separately, AMD agreed to acquire World Labs for $8.2 billion in an all-stock deal.

AIDozens of civil society organizations have built AI-powered tools on Cloudflare's developer services using more than $7.5 million in Cloudflare credits. Cloudflare says its serverless architecture, Workers AI and AI Gateway let non-technical teams build and scale applications without dedicated GPU infrastructure, while providing built-in security protections.

AIChina has built two major low Earth orbit satellite megaconstellations: Guowang, a state-oriented network run by China SatNet, and commercially oriented Qianfan. Guowang had launched only 15 satellites by early 2024, far short of its plan for 12,992, and its state monopoly ended in October 2023 when the Ministry of Industry and Information Technology opened the sector to non-state firms.