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Zhao Changpeng's underlying algorithm: the subtraction structure behind the expansion.

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Techub News
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3 hours ago
AI summarizes in 5 seconds.

Author: Fang Dao

When the market tries to summarize the reasons for the rise of a cryptocurrency exchange from "The Binance Life," common explanations often focus on judgment, timing, or personal ability.

By repeatedly comparing the narrative in the book, another more stable clue emerges: Zhao Changpeng's continued ability to move in the right direction relies on a highly consistent decision-making structure.

This structure does not directly determine where he goes but decides a more important matter—whether he can continue to stay in the game when the environment changes.

1 | Asset Structure: Mobility Determines Survival Space

The book repeatedly mentions his migration experiences: from Jiangsu to Hefei, then to Canada, as the environment changed constantly, "packing a suitcase and leaving" became the norm.

These experiences were not summarized as a philosophy but continuously influenced his choices. He has always had little interest in real estate, luxury cars, or collections, as these assets would create resistance when tied to a location during environmental changes.

This judgment later manifested in the organizational structure of Binance: a weak headquarters with distributed offices.

The lighter the structure, the lower the cost of pivoting, and the greater the survival space.

2 | Investment Structure: Resources Pushed Toward Nodes of Change

A typical detail in the book: during his youth, he had hardly any pocket money, yet his family bought a computer with several months' income. This event is repeatedly mentioned in later narratives as it changed the course.

In his system, most expenses are merely consumption, with only a very few investments that can alter future trajectories.

This logic was amplified later: selling a property in Shanghai to buy Bitcoin was a choice of trajectory.

The value of resources lies in whether they can open new channels.

3 | On-site Structure: Opportunities Generated through Interaction

His experience at a volleyball training camp in the book is a key anchor. Unable to afford the fees, he could only watch from the sidelines, eventually being called down by the coach to participate in training. He later summarized it as "being present is 80% of success."

This judgment corresponds to a deeper fact: many opportunities only gradually manifest after entering the system. This is also reflected in Binance's product strategy: launch, feedback, correct, forming a high-frequency cycle. Participation itself is a way to obtain information.

4 | Risk Structure: Coherence Determines Survival Probability

Traditional finance often describes risk through volatility. In several segments of the book, another standard recurs.

In a tenth-grade match, he changed his strategy after scoring consecutively and ultimately lost the game. The coach left a profoundly impactful remark: "Do not interrupt your inertia." This is continuously reflected in later critical nodes. When BNB launched in 2017 and immediately dropped, he continued to push products and communication. As long as the system keeps operating, volatility will not become a dead end.

5 | Boundary Structure: Constraints Precede Growth

As the organization scaled, decision-making began to face new dimensions.

The book mentions a critical choice in 2019: the team suggested that the exchange engage in proprietary trading, which would mean stable profits, but he chose to outright reject it.

The reason is clear: once the exchange simultaneously takes on the roles of facilitating and participating, the incentive structure will change.

He wrote in the book: "Once this loophole opens, it can't be closed." When the boundary loosens, the system will continue to shift along incentives.

6 | Cooperative Structure: How Relationships Are Distributed Determines How Far They Can Go

The book includes a less noticeable decision: a blockchain game project entered investment discussions but was ultimately abandoned. The reason lies in its token distribution method—profits concentrated among the team, with users positioned on the periphery.

This judgment corresponds to a stable principle: the foundation of cooperation is the distribution method.

Who first gains profit, who assumes the risk, and who is at the end of the structure—all these determine the continuity of relationships. Many relationships emphasize consensus in expression, but the distribution structure often presents a different outcome. The structure will gradually reveal itself over time.

7 | Power Structure: How the System Avoids Internal Changes

As organizational complexity rises, information itself begins to become a variable. The book mentions an investment approval incident: someone deleted key information before the meeting, causing the decision to be passed under incomplete conditions.

This detail reveals a point: when information can be selectively presented, power has already changed.

This is also why he repeatedly emphasizes structural boundaries. The system needs to remain stable under incentive conditions rather than relying on individual restraint. Stability comes from structure, not willingness.

Under Expansion Lies a Continuously Contracting Structure

Putting these fragments together reveals a more complete picture. Zhao Changpeng's advantage is not only reflected in a single judgment,

but in a continuous structural choice:

Binance's expansion is the result; supporting the expansion is a constantly subtractive underlying structure.

In a rapidly changing environment, the direction can be adjusted repeatedly, but one premise always remains— you are still present.

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