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Kuaishou’s Kling AI raised nearly $3 billion at a post-money valuation of $18 billion, with Kuaishou’s stake falling to 68.33% and a potential Hong Kong IPO targeted by 2031. Despite strong revenue growth, Kling faces slowing momentum, talent departures, and intense competition from ByteDance’s Seedance and open-source video models.
This survey frames self-evolving LLM agents as dynamic graphs whose memories, tools, skills, workflows, and relationships change over time. It presents four evolution taxonomies, connects nine dynamic-graph-learning fields to agent capabilities, and proposes graph-aware evaluation and governance protocols.
New releases from Chinese competitors are narrowing the gap with Silicon Valley’s AI products, including ChatGPT and Gemini. Lower pricing is helping these services gain market share, alongside offerings such as DeepSeek and Kimi agents.
Silicon Data is a startup building tools to help Wall Street assign prices to AI compute. Its goal is to make compute costs easier to value and give firms ways to hedge against price changes as data center and GPU spending expands.
Unsloth released new Qwen3.8-27B GGUF quantizations claiming 10% higher accuracy at the same file size. The release also includes 1-bit quantizations that retain 77% accuracy and can run with 8GB of RAM.
Samsung reportedly increased prices for new orders using its 4nm, 5nm, and 8nm foundry processes in July. Price increases reportedly reach 15% for customers in China as AI demand fills available 4nm capacity.
Oxford researcher Carl Benedikt Frey argues that China’s biggest obstacle to large-scale AI deployment may be inadequate social protection for workers displaced by automation, not computing power or algorithms. The analysis compares China with historical British welfare systems and Denmark’s flexicurity model, while noting that the cited Chinese incidents do not prove a broad AI crackdown.
The article examines how airlines can use market models to optimize pricing across complex, multi-connection journeys. These models can account for demand, seasonality, flight timing, current events, global markets, and competitor activity to identify additional revenue opportunities.
Samsung Foundry is reportedly raising prices for multiple process nodes as customer orders increase. In July, SF4 4nm wafer prices rose 10%–15% for US and Chinese customers, while Taiwan customers saw increases of about 5%–10%; SF5 5nm prices also increased 10%–15%.
The U.S. government and major AI companies are competing for bond-market capital as federal debt approaches $40 trillion and AI infrastructure financing accelerates. Rising long-term Treasury yields could increase data-center funding costs, pressure AI investment returns, and force a repricing of high-growth technology stocks.