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first_img Alibaba ModelScope competes with MoArk for the domestic open-source model platform

According to Rest of World, Alibaba launched the open-source model platform ModelScope in 2022, and OSChina launched MoArk in 2023, providing model hosting, testing, and customization services for Chinese developers behind firewalls. In 2023, Chinese regulators blocked Hugging Face without disclosing specific reasons; reports indicate that the government simultaneously allowed artificial intelligence laboratories to bypass the blockade to share Chinese models globally. ModelScope currently hosts over 170,000 models and stated in March that it has 170,000 models and 250 million users; MoArk hosts about 20,000 commonly used models, both still below Hugging Face, which hosts over 3 million open models.OSChina CEO Xu Yong stated that not everyone can always use a VPN, and China needs to establish an independent artificial intelligence ecosystem that serves Chinese users, claiming that China is developing an independent ecosystem faster than during the internet era. He also mentioned that MoArk has deployed engineering teams to ensure that models can run on different types of Chinese chips, making it their mission to ensure mainstream open models are compatible with Chinese chips. Both platforms offer some services for free, with additional computing power and premium features charged; ModelScope also hosts university hackathons and has opened co-working and event spaces for AI entrepreneurs in Hangzhou.Headquartered in New York, Hugging Face is a major platform for sharing open models and datasets. In September, Nvidia announced its acquisition of the company for $12.9 billion and noted in regulatory filings that regulators might prohibit sharing Chinese models on the site.

a16z Crypto Operating Partner: Capital flow is the moat, and there are plenty of opportunities for crypto entrepreneurs

a16z Crypto Operating Partner Jason Rosenthal posted on the X platform that cash flow is the moat. The best companies often establish themselves by placing themselves in the "cash flow," and cryptocurrency is the first modern technology born for this purpose. If your startup has not designed its products and business models around these principles, you will miss a great opportunity. Thanks to stablecoins, funds and value can now flow at the speed of the internet—global settlement, 24/7 uninterrupted, with end-to-end programmability.Railway companies do not make money from locomotives, but from every ton of goods that pass through the tracks; companies like Visa and Jane Street are all part of the cash flow. Cash flow combined with network effects is one of the most enduring business structures in history. There is a lot of profit margin in traditional financial services, and processes such as payments, custody, lending, foreign exchange, settlement, and market making can all be compressed. Crypto entrepreneurs have the opportunity to build the next generation of cash flow businesses that are programmable, instant, and global.This model can also be extended to computing, GPU markets, AI training data, energy, robotics, space, rare earth metals, and other fields. Founders should ask themselves: Are you in the cash flow? When the value of product activities grows tenfold, does your revenue grow accordingly? In your target market, where are the segments with the highest profit margins relative to the value created?

Gate continues to deepen the construction of Chinese Meme infrastructure, building a long-term trading moat across the entire chain

According to the latest in-depth report by ChainCatcher, as Chinese memes evolve from scattered emotional memes into a complete trading cycle within a segmented market, Gate is becoming one of the key platforms with the earliest and most concentrated liquidity and speculation in this round of Chinese meme trends, thanks to its systematic product layout.The report points out that Gate connects the complete path of memes from launch, trading to long-short speculation through its product matrix, including Gate Fun, Gate Alpha, spot, contracts, and ETFs, allowing efficient price discovery and liquidity amplification on the same platform. Among them, Gate Alpha, as a high-frequency on-chain asset entry, stands out for its coverage density and launch rhythm for Chinese memes. Several leading Chinese memes (such as "I'm Coming" and "Crying Horse") achieved several-fold increases after launching on Alpha, with some tokens at one point accounting for over 20% of the total market trading volume on Gate, highlighting its liquidity support capability during critical windows.ChainCatcher believes that Gate's advantage lies not merely in "rushing to list tokens" but in the continuous validation of its systemic capabilities. Faster response times, a more complete product matrix, and the ability to accommodate liquidity and trading demands at different stages enable Gate to occupy a key position in the market and gradually form a sustainable operational infrastructure closed loop.
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