The Exchange Weekly

The Exchange Weekly

The 2026 Singularity Horizon: The Era of the Industrial Siege

This edition of Exchange Weekly explores the "Industrial Siege" of 2026, where the race for AGI has shifted from software breakthroughs to a high-stakes battle for physical infrastructure.

Dee Wayne Anthony
Jan 19, 2026
∙ Paid

To: Strategic Partners, Investors, and Lab Leads

From: The Exchange Weekly

Date: January 19, 2026

Subject: The Great Decoupling and the $600B Leap of Faith

1. The Editorial: From Research to Industrial Siege

For the last three years, the conversation around Artificial Intelligence was dominated by “scaling laws” and “emergent properties.” In 2026, the vocabulary has shifted. We are no longer in the era of the research curiosity; we have entered the era of the Industrial Siege.

The labs that were once focused on fine-tuning weights are now acting as civil engineering firms. The “Siege” refers to the massive capital moats being built by the Big Four (OpenAI, Google, Anthropic, xAI). They aren’t just competing for the best researchers anymore; they are competing for gigawatts of power and 3nm silicon sovereignty.

As our interactive simulator shows, the path to AGI is no longer just a software optimization problem. It is a race against the physical limits of the planet.


The AGI Arrival Simulator

Want to put in your own assumptions and see the date change? Just click the image below.

The simulator above is just the beginning. To access the full data story—including our Capital Supercycle and Energy Great Filter dashboards—subscribe to get the comprehensive visual report.

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