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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 The New York Stock Exchange selected Avalanche to build a tokenized securities platform, experts say the value capture of AVAX remains to be observed

This week, the New York Stock Exchange chose Avalanche to provide infrastructure for its upcoming tokenized securities platform. On Monday, Ava Labs announced that Avalanche will serve as the "core ledger technology" for the tokenized securities platform being developed by the NYSE's parent company, Intercontinental Exchange. The product is designed to support 24/7 trading, clearing, and settlement of tokenized securities, pending regulatory approval.Market maker GSR research analyst Carlos Guzman stated that this is a "significant victory for the project," as the NYSE's choice of its technology for settlement greatly enhances institutional credibility and validates the value that blockchain technology brings to traditional financial infrastructure through instant settlement and programmability. Luther Maday, North America head of crypto payment company Mercuryo, mentioned that this decision was made after approximately a year of testing on Avalanche, indicating that the network has passed tests for performance, reliability, and control.Experts also remind that providing infrastructure does not necessarily mean the long-term value of the AVAX token will rise. Guzman pointed out that while the NYSE will use Avalanche infrastructure for clearing and settlement, actual transactions will still occur off-chain, with related activities running on dedicated infrastructure rather than the public C-Chain that carries most of the network's activities. Misha Putiatin, founder of Symbiotic, stated that the main challenge for Avalanche is whether it can achieve "value capture" that is difficult for other blockchains. According to Decrypt data, AVAX rose 3.6% in the past 24 hours to $8.64.

first_img SEC Updates Token Classification FAQ: Adapting to DUNA Entities, Clarifying Issues of Functionality and Decentralization Boundaries, etc

a16z Chief Legal Counsel Miles Jennings posted on X that the U.S. Securities and Exchange Commission (SEC) has released new FAQs that further clarify its token classification framework. He pointed out that Question 1.4 clearly states that systems can maintain decentralized governance and use legal entities such as DUNA; Question 1.5 distinguishes between licensed and unlicensed systems; and Question 1.6 clarifies the difference between "functional" and "decentralized."The SEC's Division of Corporation Finance updated the relevant Q&A on November 2. The response to Question 1.4 states that participants in a widely governed functional crypto system, if not interconnected and without formal or informal collaborative arrangements other than participating in that governance system, typically do not constitute a group of persons or entities defined as "centralized parties"; even if they do form such a group, they must still possess operational, economic, or voting control to meet the definition of "centralized parties." This conclusion also applies to cases where the governance system belongs to an organization, association, or foundation, and participation is based on holding native crypto assets.The response to Question 1.5 states that centralized party oversight of participants refers to the authority to control access to the system at the protocol, validator, or user level, such as unilaterally granting or restricting access, deciding on upgrade voting procedures, controlling who can participate in consensus, or modifying rule code, revoking transactions, and access. The response to Question 1.6 states that "functional" refers to native crypto assets being usable according to the system's programmed purposes, while "decentralized" refers to the system operating autonomously without any person, entity, or group having operational, economic, or voting control; the two are distinct concepts. The above responses represent the views of the staff of the Division of Corporation Finance and do not constitute SEC rules or statements.
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