Today’s CTR
China’s technology sector is settling into a revealing rhythm: cheaper artificial intelligence, heavier industrial investment and increasingly deliberate protection of domestic know-how. Alibaba and DeepSeek are attacking the economics of advanced models, while Ant Group is financing the awkward but potentially lucrative leap from chatbots to robots. Semiconductor policy is becoming more muscular, and local equipment makers are beginning to show the earnings that Beijing hoped technological self-reliance would produce. Even biotechnology is shrugging off geopolitical scrutiny. The mood is confident, though not carefree: China’s champions are proving they can scale, but they must now turn technical momentum into durable profits and international trust.
Alibaba puts 2.4 trillion parameters to work
Alibaba launched Qwen3.8-Max, its largest artificial-intelligence model so far, with 2.4 trillion parameters and a context window of up to one million tokens. The company said the multimodal system can handle coding, research, visual analysis and long-running tasks, and has made it available through application programming interfaces [APIs] on Alibaba Cloud.
The model uses a mixture-of-experts architecture that activates only a fraction of its total parameters for each task. That matters because the contest is no longer simply about building the biggest model; it is about making very large models affordable enough to use repeatedly.
Alibaba is also tying Qwen3.8-Max to its workplace software and cloud platform. The strategy is familiar but sensible: give developers an impressive model, then charge them for the surrounding infrastructure.
China’s model race is becoming less of a beauty contest and more of a distribution war.
DeepSeek turns the price screw again
DeepSeek’s V4-Flash has emerged as one of the least expensive leading artificial-intelligence models to operate. Research firm Artificial Analysis estimated an average benchmark cost of roughly three US cents per test, compared with substantially higher costs for prominent American and Chinese rivals.
Its intelligence scores remain below the most capable frontier models, but that may be beside the point. For companies deploying millions of routine queries, a modest loss in performance can be tolerable when the cost reduction is dramatic.
DeepSeek is also testing a software “harness” designed to turn language models into autonomous agents. This suggests it wants to control not merely the model, but the layer through which developers assign and manage complex work.
Premium model makers may soon discover that intelligence is valuable, but thrift travels faster.
Beijing gives chip designs sharper legal armour
China revised its regulations for integrated-circuit [IC] layout designs, raising originality requirements and allowing punitive damages in serious infringement cases. The rules, which take effect on October 15, also clarify how design rights can be licensed, transferred or pledged as collateral.
The changes reflect a maturing semiconductor strategy. Subsidies and procurement can help companies develop technology, but stronger intellectual-property protection gives them a better chance of commercialising it without immediately being copied by domestic competitors.
Allowing designs to support loans is particularly noteworthy. It turns intellectual property from a defensive legal instrument into a financing asset, potentially helping smaller design houses obtain capital without surrendering equity.
Self-reliance requires invention; an industry also needs a reliable way to own what it invents.
AMEC’s profits show localisation has teeth
Advanced Micro-Fabrication Equipment China [AMEC], a leading domestic semiconductor-equipment company, said first-half net profit was expected to rise by at least 282 per cent to 2.7 billion yuan. Revenue increased by about 35 per cent to 6.7 billion yuan.
Investment and fair-value gains inflated the headline result, but the underlying business also strengthened considerably. Demand is rising as Chinese chip manufacturers expand capacity and replace foreign equipment affected by American export restrictions.
This is the commercial side of technological decoupling. Restrictions can slow access to advanced tools, yet they also create a protected and unusually motivated customer base for domestic suppliers.
The strongest answer to an export control is often an income statement.
Ant Group’s robot arm goes fundraising
Robbyant, Ant Group’s embodied-artificial-intelligence unit, reportedly began a funding round seeking 1.5 billion yuan, or roughly US$222 million. A second round could follow before the end of the year as the business develops systems linking robotic perception, reasoning and physical movement.
The fundraising gives Robbyant greater independence while allowing Ant to share the considerable cost of hardware development with outside investors. Robots require factories, components, testing and maintenance; they are rather less forgiving than payment apps.
For Ant, the strategic attraction is clear. Its artificial-intelligence models, cloud connections and payment systems could eventually sit inside machines operating in shops, hospitals, restaurants and homes.
After mastering digital wallets, Ant is now looking for machines with hands.
WuXi AppTec grows despite Washington’s glare
WuXi AppTec reported first-half revenue of 28.9 billion yuan, up 38.9 per cent from a year earlier, while adjusted net profit rose 83.2 per cent to 11.57 billion yuan. The pharmaceutical research and manufacturing group raised its full-year revenue guidance and increased planned capital expenditure.
The results underline the continued global demand for China’s contract research, development and manufacturing services. WuXi benefits from scale, specialist expertise and the pressure on drug companies to develop treatments more quickly and cheaply.
Its expansion comes despite continuing scrutiny in the United States and its inclusion on a Pentagon list of companies allegedly linked to China’s military. WuXi disputes the designation and has taken legal action.
Geopolitics can complicate a supply chain, but replacing a capable supplier is rarely as easy as criticising one.
