Pitch The PM

EP.49: Why the AI Boom Is Still Early with Daniel Pilling from Sands Capital

9 snips
Sep 2, 2026
Daniel Pilling, co-portfolio manager of Sands Capital’s Global Growth Fund, brings nearly 20 years of investment experience from Fidelity, Millennium, and Balyasny. He explores why the AI boom may still be in its infancy, from NVIDIA, TSMC, ASML, and memory to AI agents and Anthropic’s explosive growth. They also examine compute constraints, GPU economics, hyperscalers, and the long-term winners across the AI value chain.
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INSIGHT

Agentic AI Could Transform Memory Demand

  • Agentic AI could expand memory demand dramatically as millions of agents scale toward billions of workers and consumers.
  • Efficiency lowers memory per token, but explosive token growth may overwhelm those savings and create a prolonged shortage.
INSIGHT

Model Capability Still Depends On Memory

  • Memory remains tied to model capability because removing context resembles discarding most study materials before an exam.
  • Daniel Pilling sees no known way to preserve intelligence while eliminating memory entirely, making memory efficiency a critical research question.
INSIGHT

Rising GPU Economics Challenge Depreciation Fears

  • Investors can assess infrastructure economics through server payback periods and the price customers pay per GPU hour.
  • Payback has moved toward roughly twelve months, while even six-year-old GPUs have become more valuable instead of depreciating normally.
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