AIml World

Intelligence, Engineered.

AI CapEx vs AI Monetization
Raghu Vangala
Raghu Vangala

Why AI infrastructure spending is growing far faster than AI revenue, and what this reveals about the capital cycle shaping the AI economy.

The Capital Cycle of Compute
Raghu Vangala
Raghu Vangala

How massive infrastructure investment is shaping the economics and evolution of artificial intelligence.

Compute Is the New Oil
Raghu Vangala
Raghu Vangala

AI progress is increasingly constrained by compute infrastructure—GPUs, data centers, and energy—not just models or data.

The End of Low-Leverage Engineering
Raghu Vangala
Raghu Vangala

AI is reshaping software development by compressing low-leverage engineering work and shifting value toward judgment, architecture, and systems thinking.

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