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Li Yanhong: The next chapter of AI is intelligent organizations, and future positions will converge into two categories: Builder and Seller

On November 12, Baidu founder Robin Li stated at the opening ceremony of Baidu World 2026 that the decade from 2016 to 2026 is the decade when artificial intelligence technology forms an independent technology stack, and the "Chip Cloud Model" four-layer architecture gradually takes shape during this period. He predicts that the next chapter of artificial intelligence is intelligent organizations, which differ from the current hierarchical system of AI-native organizational structures. "If artificial intelligence is the new electric power, then intelligent organizations are the new factories of the AI era, where true productivity occurs."Robin Li proposed the "Three Principles of Organizational Evolution": breaking down job boundaries to unleash organizational vitality; accumulating tacit knowledge to build organizational intelligence; designing closed-loop processes to promote organizational evolution. He believes that future jobs will not disappear but will converge, roughly divided into two categories: Builders responsible for creating new things, and Sellers responsible for interpersonal communication and trust-building.According to his disclosure, in the past year, the average daily active intelligent agents within Baidu grew from 5,000 to 37,000, with the number of effective tasks completed by intelligent agents per week increasing from 84,000 to over 1 million, and 4,300 Workspaces have been established, accumulating over 20,000 organizational Skills.

first_img Reports indicate that Moon's Dark Side is seeking to rent advanced chip computing power from NVIDIA in Europe

CNBC cited four informed sources reporting that the Chinese artificial intelligence startup Dark Side of the Moon had discussions this year with several emerging cloud service providers operating data centers in Europe, seeking to rent computing power provided by NVIDIA GPUs. Three of the sources stated that Dark Side of the Moon primarily sought to rent NVIDIA's latest Blackwell series chips; one source indicated that the two parties had discussed renting a computing cluster deployed in Europe, consisting of 8,000 or more Blackwell chips.The sources said that Dark Side of the Moon mainly hopes to utilize these chips for AI model inference while also intending to acquire model training computing power. The United States currently prohibits the export of NVIDIA's most advanced AI chips to China, but existing laws have not granted regulatory agencies broad authority to restrict Chinese companies from remotely using these chips through overseas cloud services. Some cloud service providers and financing institutions, concerned about the U.S. tightening remote usage restrictions, have sought to charge higher advance payments, with proposals requiring Dark Side of the Moon to pay advance payments 30% to 50% higher than those of non-Chinese clients. Dark Side of the Moon was established in 2023 and owns the Kimi series models.

Developers say that the Binance hacker may have made a mistake and could potentially be located through MetaMask IP

Smart contract developer Justin Kalland posted on X, indicating that the Binance hacker may have made a potential mistake, and MetaMask should retain any Web2 logs it can access as much as possible. He stated that the hacker sent 175 million USDT to a new wallet, and about 2.5 minutes later, that wallet received 2 ETH, likely used to pay for gas fees, which aligns with the usage pattern of other attack wallets.Kalland noted that exactly two minutes later, the wallet used MetaMask's Gas Station service, even though there were already gas fees at that time. Three consecutive transactions appeared in the same block, including an ETH deposit from the Gas Station, an unlimited USDT authorization to the Kyber Network router, and a payment of 127.67 USDT to the Gas Station. The amount of this ETH deposit perfectly matched the maximum gas budget after combining the Kyber authorization and USDT payment, down to the wei.Kalland stated that the ETH held by the wallet at that time was sufficient to cover the aforementioned fees, reasonably inferring that the user was using the MetaMask wallet and mistakenly selected USDT to pay for gas fees due to haste. Using the MetaMask Gas Station requires going through MetaMask Sentinel, and the transaction is broadcasted by it rather than through conventional RPC, meaning that related interactions likely left off-chain records that may contain IP metadata. Among the checked attacker wallets, this is the only one that showed the use of the Gas Station, with the address 0xAa246BF639586a6Ba46762D378CE50cA4fc654a0.

first_img Canton Foundation allocated 15.8 million CC to fund RedStone pricing standards

The Canton Foundation has approved a grant of nearly 15.8 million Canton Coins to the blockchain oracle provider RedStone, equivalent to approximately 1.55 million USD at the time, for the development of the open-source pricing tool Canton Access and Privacy Standard (CAPS) aimed at institutional clients. This standard is designed to allow institutions to use shared market prices for transaction valuation while not disclosing their agreed settlement amounts to data providers.According to the plan announced on Thursday, RedStone will release reference prices that can be used to calculate transaction values, with initial development covering tokenized funds, private market assets, and structured products. The pricing calculation and authorization module will be released under the Apache 2 open-source license, allowing other data providers to adjust and use it. Viv Diwakar, head of the Canton Foundation, stated that supporting open-source initiatives like CAPS helps establish a shared privacy and authorization framework, enabling multiple data providers to serve the network.RedStone has been providing pricing data for Canton since December 2025 and collaborates with ecosystem participants such as Temple Digital Group. Canton Network previously disclosed that it has connected with over 600 institutions, including Goldman Sachs, DTCC, Bank of New York Mellon, and Franklin Templeton, with a monthly transaction processing volume of approximately 9 trillion USD. CoinGecko data shows that the CC token price is about 0.0979 USD, with a market capitalization of 3.91 billion USD and a trading volume of 23.23 million USD in the past 24 hours.

Beijing investigates the first case of pyramid selling using blockchain and virtual currency, a technology company was fined and confiscated over 930,000 yuan

According to a report from the Beijing Daily client, the Market Supervision Administration of Haidian District, Beijing, investigated and handled the city's first illegal case of assisting pyramid schemes using blockchain and virtual currency technology, resulting in a technology company being fined and confiscated a total of over 930,000 yuan.The technology company involved is an outsourcing service provider for a certain public blockchain, offering support such as operations, market services, publicity and promotion, exchange docking, and maintenance. This public blockchain launched the "Atomic Plan" and "Hathaway Plan," which are centered around recruiting people for rebates, using the number of recruited individuals as the basis for rebates, and requiring participants to invest funds to obtain membership qualifications. Despite being aware of the pyramid scheme applications associated with this public blockchain, the involved company continued to provide technical operations, external publicity, and maintenance of virtual currency trading channels, facilitating the flow of funds and the spread of activities related to the pyramid scheme.Ultimately, the pyramid scheme activities of this public blockchain were investigated by public security authorities, the organizers were criminally detained, and the involved technology company was administratively punished with a total fine and confiscation of over 930,000 yuan for providing facilitative conditions.
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