AI Capital Cycle and Rotation explains how AI investment begins with capex buildout and later broadens through capital rotation across the stack.

AI Automation Robotics marks the shift from software systems to physical deployment through automation and humanoid robotics.

AI scaling is increasingly constrained by memory bandwidth, not just compute power.

Net liquidity improved due to fiscal flows, while underlying buffer depletion continues. Absorption is present but not expanding.

The Mar 9 EGTB Bottom Signal remains active, with markets continuing to compress toward structural support across major indices. Volatility expansion has peaked and is now being absorbed, indicating a time-based bottoming process rather than a breakdown.

A structural map of AI networking and interconnect infrastructure, covering switching, optical systems, interconnect technologies, and data center integration.

Most discussions about the Strait of Hormuz focus on oil. In reality, the larger risk lies in global logistics disruption. When a key maritime chokepoint falters, the shock can cascade from energy to supply chains, inflation, and financial markets.

A structural map of the AI compute supply chain, showing how accelerators, advanced packaging, memory systems, and server infrastructure enable large-scale AI deployment.

The expansion of AI systems is ultimately constrained by electricity infrastructure. While most discussions focus on chips and models, the scaling of AI depends first on the ability to generate, transmit, and distribute power to data centers. Electricity → Power Infrastructure → Data Centers → Compute → AI Systems

The EGTI framework continues to classify the market as a structural uptrend despite rising volatility. Liquidity conditions remain stable, credit markets show no stress, and institutional dark pool absorption continues to increase, suggesting the recent selloff reflects geopolitical risk repricing rather than a regime change.

This week’s H.4.1 report shows a modest improvement in system liquidity. Bank reserves increased while ON RRP continued to decline, partially offset by a moderate rise in the Treasury General Account. Market behavior continues to reflect volatility repricing and positioning adjustments rather than liquidity contraction.

The EGTB model has triggered a new Bottom Signal on March 9, 2026. The signal follows confirmation from the EG Water Drop Indicator and stabilization in the EG Credit Monitor. Historically, such alignment marks a bottoming window rather than an immediate V-shaped reversal in the US equity market.

AI and robotics expansion follows a physical constraint chain: electricity, compute, infrastructure, perception, actuation, and applications.