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Applied AI·August 7, 2026·1 min read

AI Data Center Group Firmus Draws $2 Billion From Coatue, Nvidia

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$2 billion into Firmus from Coatue, Nvidia, Blackstone, and Jane Street is another data point that AI data centers are now a financial asset class, not just capex. If you’re planning large-scale AI workloads, treat power, land, and credit-market access as first-order constraints, not back-office details.

Applied AI

Sources: Alibaba plans to ask heavy commercial users of its next Qwen open model for a share of revenue; Moonshot's Kimi K3 requires up to a 30% revenue share

“Open” foundation models are converging on usage- or revenue-based tolls for serious commercial deployment — Alibaba reportedly targeting major Qwen users while Moonshot’s Kimi K3 already takes up to 30%. If your product P&L assumes free or one-time-cost open models, you need to re-underwrite unit economics and vendor leverage now.