The AI Compute Market Nobody Understands | Carmen Li

The AI Compute Market Nobody Understands | Carmen Li

From NF-Twins by NF-Twins

February 16, 2026 · 1h 5m · Season 1 · Episode 142

About this episode

Carmen Li discusses the complexities of the AI compute market and her experiences as a founder.

In this episode (#142), we sat down with Carmen Li , founder & CEO of Silicon Data and Compute Exchange, to break down the layer of AI nobody really talks about: compute . Carmen explains why GPUs are becoming the new oil, how wildly mispriced the compute market still is, and why two identical chips can perform very differently depending on where they run. We talk hyperscalers vs neo-clouds, NVIDIA’s real competition, token pricing, latency, GPU arbitrage, and why many AI startups underestimate how fast compute costs can kill margins. We also dive into her founder journey—from Bloomberg to running two companies at once—her no-nonsense leadership style, and why transparency will define the next phase of AI infrastructure. If you’re building in AI, scaling a startup, or trying not to get crushed by compute costs, this episode is for you. #ai #GPUs #nvidia #AMD #techpodcast #venturecapital #cloudcomputing #hyperscalers #

People in this episode

Host: NF-Twins

Guest: Carmen Li

Topics covered

  • AI compute market
  • GPUs
  • cloud computing
  • AI startups
  • founder journey
  • leadership style

Keywords

  • AI
  • GPUs
  • compute costs
  • NVIDIA
  • cloud computing
  • hyperscalers
  • startup margins

Mentioned in this episode

Organizations: Silicon Data and Compute Exchange, Bloomberg, NVIDIA, AMD

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