A Special Purpose Vehicle (SPV) is a legally separate entity created for a specific, limited objective such as managing risk, financing a project, or holding assets. In technology and AI ventures, SPVs are often used to isolate financial risk when developing new products, funding startups, or managing intellectual property. They allow investors to participate in focused projects without exposing themselves to the broader liabilities of the parent organization. SPVs are also common in research collaborations where companies pool resources to advance AI innovation under a dedicated structure. By separating assets and responsibilities, SPVs help manage risk, maintain transparency, and streamline large-scale or experimental AI initiatives.
AI training-data startup AfterQuery reportedly hit a $3.2 billion valuation, a tenfold jump in five months, becoming Y Combinator’s fastest company ever to reach unicorn status.
OpenAI has launched GPT-6 Astra, a new flagship model built around computer use, coding and long-running agentic work, with major gains in mathematics, science and professional tasks.
Nvidia officially agreed to buy Hugging Face for $12.93 billion, with CEO Jensen Huang pledging the open-source AI platform will stay open to all hardware and clouds.
Anthropic has released Claude Fable 5.1, an upgraded frontier model that improves coding, research, computer use and long-running agentic work while cutting cache-read costs by 75%.
Nvidia has reportedly agreed to acquire open-source AI platform Hugging Face for $12.9 billion, though no signed deal is confirmed and talks could still fall apart.
Nvidia is in talks to invest in Perplexity at a valuation above $30 billion, a 50% jump from a year ago, as the AI search startup’s revenue triples on its new agent product.
Hugging Face is reportedly exploring a sale valuing it at $13 billion or more, nearly triple its 2023 valuation, though no deal has been reached and no buyer identified.
Alibaba’s profit fell about 75% in the June quarter as AI infrastructure spending jumped 75%, even as cloud revenue grew 45% and the company touted its new Qwen3.8-Max model.
Nvidia has discussed investing in Mercor, a data-labeling startup that supplies expert data for its Nemotron models, in a round that would double the company’s valuation to $20 billion.
Anthropic’s annualized revenue run rate reached $65 billion at the end of July, a sevenfold jump in seven months, as the Claude maker prepares for a potential fall IPO.