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Notes on AI, Strategy, Compute Resources, and ROI

Notes on AI, Strategy, Compute Resources, and ROI 1. The Human Mind and Abstraction • The human mind contains an emotional layer responsible for abstraction . • This emotional layer is not noise; it compresses and reduces the search space in advance . • Through this emotional layer, humans unconsciously perform information compression on the order of 3 to 10 orders of magnitude . • This compression is what makes instant decision-making possible even in highly complex situations . 2. Subtraction → Complex Computation • The correct order is: Subtraction (reduction / compression) → Complex computation (optimization) . • If full exploration is performed using logic and algorithms alone, → wasted compute resources grow exponentially . • The core problem is not insufficient compute power , but poor search space design . 3. Division of Roles: Strategists and Tacticians • Strategists • Compress and reduce information • Decide what not to do • Design...

Some Risks of China’s Dual-Use Export Ban

Some Risks of China’s Dual-Use Export Ban China’s recent decision to impose a dual-use export ban targeting Japan is often discussed in terms of supply chains, technology controls, and security risks. However, beyond the immediate economic impact, this policy carries a less obvious but potentially more strategic risk : its indirect effects on Taiwan–Japan relations. This article explores three structural risks embedded in the design of the ban. 1. Taiwan-to-Japan exports may fall into a gray zone Although the export ban is formally directed only at Japan , its scope becomes ambiguous when Taiwan is involved. From China’s official perspective, Taiwan is not treated as a fully separate political entity. As a result, dual-use goods manufactured or exported from Taiwan—such as electronic components, semiconductor-related hardware, or even consumer-grade PC parts—can be framed as Chinese-origin technologies routed through Taiwan . This creates a situation where: • Taiwan exporting dual-...

New World Orders (NWO) in BPS

New World Orders (NWO) in BPS The End of the King Role of the United States The United States has stepped down from the position of King , the role of rule-maker. Until recently, the U.S. occupied a dual position: King and Queen at the same time. Today, however, it functions primarily as a Queen alone . Once that shift occurred, the King role was not taken away by others — it expired automatically . In chess, the King is not defined by strength, but by legitimacy. When a player chooses speed, force, and unilateral action over restraint and shared rules, the King role disappears by definition. Without the King, What Happens to the World? Order is still necessary. A world without any governing structure does not become stable freedom; it becomes chaotic acceleration . Without a King, actions may remain logical and powerful, but they lose coordination, trust, and long-term sustainability. This is the condition the world is now facing. “New World Orders”, Not “New World Order” NWO does no...

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