January 1, 2026

AGI Ragnarök — The 2035 Intelligence Horizon

Is AGI the ultimate weapon or the end of the board itself? As we look toward 2035, the "Singularity" of warfare approaches. We analyze why the race for Artificial General Intelligence is the final move in the Digital Ragnarök.

J
James Huang

CEO & Founder

4 min read

Standing on the Victoria Peak tonight, looking at the dense, glowing grid of Hong Kong, it’s easy to feel that the world is still under human management. But according to the latest 2026 projections from Metaculus and the Rubio-led State Department, we are less than a decade away from a "Phase Transition" that will make the 055 Destroyers and the "Iserlohn" fortifications look like museum pieces.

In Legend of the Galactic Heroes, the war was a struggle between two human systems. But what happens when the "System" itself becomes more intelligent than the humans who built it? This is the 2035 Intelligence Horizon.

1. The AGI Deadline: 2027–2035

As of mid-2026, the "consensus" among Alliance (US) tech leaders like Sam Altman and the Empire’s (China) "Application-Oriented" strategists has converged. We are no longer debating if AGI (Artificial General Intelligence) will arrive, but who will reach the "Escape Velocity" first.

  • The Alliance Projection: Betting on "Hyperscale" superclusters, the US expects a "Weak AGI" by 2027—a system that can outperform humans in all cognitive tasks.
  • The Imperial Projection: Focused on "Embodied AI," the Empire expects a 100% "Intelligent Transformation" of its industrial base by 2035.

In systemic design, AGI is the Singularity. Once a system can improve its own code faster than a human can type, the "Balance of Power" doesn't just shift—it dissolves.

2. The Weaponization of the Singularity

In 2026, we are already seeing the "Early Ragnarök" symptoms:

  • Recursive R&D: AI agents are now designing the next generation of 1.4nm chips and quantum-resistant algorithms. The "Discovery Rate" has accelerated by 45,000x in fields like materials science.
  • The "First-Mover" Paradox: If the Empire achieves AGI first, they can potentially "unplug" the Alliance’s satellite grid and financial systems in seconds. If the Alliance achieves it first, the "Iserlohn Fortress" becomes truly impregnable, protected by an AI-managed "Strategy of Denial" that can predict the Empire's moves before they are even conceived.

3. Beyond the Human OODA Loop: The "God Eye" Scenario

By 2035, the "Dramatis Personae" we mapped in Post 1 may no longer be relevant. We are moving toward a world of Machine-Leadership.

  • The 2035 Equation: Psychometric data, movement patterns, and consumer flows will be processed by "Oracle AIs" to read the morale of entire populations.
  • The Result: War in 2035 won't be about "winning" a battle; it will be about Systemic Submission. The side with the superior AGI will simply demonstrate that the other side has zero probability of success, ending the conflict without a kinetic shot—a "Soft Ragnarök."

Conclusion: The Last Human Choice

As we conclude this "Digital Ragnarök" series from Hong Kong, the lesson is clear. The ships, the missiles, and the "Red Trade System" are all just hardware. The true battle is for the Command Layer.

Yang Wen-li once said, "The most effective way to win is to make the enemy lose their will to fight." In 2035, that will is the logic of the algorithm. If we reach the Singularity, the "Legend of the Galactic Heroes" will no longer be about emperors or admirals—it will be about who programmed the values of the machine that rules the stars.

Series Conclusion: We have traveled from the "Mathematics of the Blitzkrieg" in the physical world to the "AGI Horizon" in the digital. In 2026, the Pacific is the most complex system ever designed by humanity.

Next Step for the User: Would you like me to create a Strategic Synthesis of both series—Physical and Digital—mapping out the "Critical Intersection Points" where a cyber-attack in 2026 leads to a kinetic shift in the 2035 Taiwan Strait?