His Articles

Macro Linkages

AI Capex Debt Financing: The Rate Sensitivity of Hyperscaler Spending

The rapid expansion of artificial intelligence infrastructure has transformed capital expenditure into one of the most important macro-financial stories in the technology sector. Hyperscale cloud providers and large technology companies are committing enormous amounts of capital to data centers, accelerators, networking equipment, power infrastructure, cooling systems, and advanced storage. While much of this investment is supported by strong operating cash flow, the scale and speed of AI infrastructure spending have increasingly brought debt financing and interest-rate sensitivity into the discussion.

Macro Cycle

R&D Intensity Ranking in Semis: Who Keeps Doubling Down on the Future?

In semiconductors, research and development is not just a line item—it is the engine that determines who sets the pace of technology and who follows. R&D intensity, usually measured as R&D spending as a percentage of revenue, reveals how aggressively companies are investing in their future versus harvesting their present.

Thematic ETFs

An Event-Driven Rotation Calendar for Memory Thematic ETFs in 2H 2026

If 2025 was the year investors “discovered” memory as the hidden backbone of AI, then 2026 is the year that discovery turned into a full-blown rotation. Capital has been shifting from GPU-only stories into the broader AI storage and computing power stack, with memory chip ETFs quietly delivering triple-digit returns and outpacing headline semiconductor benchmarks. Against that backdrop, thinking about a second-half rotation calendar for “memory theoretical ETFs” is not just a thought experiment — it is a way to structure how you move through the cycle as key events arrive.