
Author of "The AI Data Center Deals That No One Can Verify" in Dave Friedman Substack
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Apple's on-device AI inference strategy is fundamentally different from competitors' cloud-based approaches and may prove superior for consumers despite lower capex spending.
“Author of "Apple's AI Game is Misunderstood" in Dave Friedman Substack”
Over $500 billion in announced AI infrastructure deals lack sufficient public verification and standardized terms, making them impossible for external investors to accurately value or price market risk.
“Author of "The AI Data Center Deals That No One Can Verify" in Dave Friedman Substack”
GPU market volatility is driven by utilization rates, with tight markets (high utilization) experiencing 2-3.5x higher price volatility than loose markets, following commodity market dynamics that differ across GPU generations (H200, H100, A100).
“Author of "Three GPU Markets, Three Volatility Regimes" in Substack”