Invest Like the Best with Patrick O'Shaughnessy

Krishna Rao - Anthropic's CFO on Compute, Scaling to $30B ARR, and the Returns to Frontier Intelligence - [Invest Like the Best, EP.471]

Invest Like the Best with Patrick O'Shaughnessy·May 15, 2026

OVERVIEW

This episode features Krishna Rao, CFO of Anthropic, discussing the critical role of "compute" or processing power as the lifeblood of their AI business. The conversation delves into Anthropic's strategies for managing compute resources, navigating the uncertainties of exponential growth, and the significant returns derived from pushing the frontier of AI intelligence, especially within the enterprise sector.

KEY TOPICS

  • Anthropic's disciplined approach to procuring, allocating, and efficiently utilizing compute resources
  • The "cone of uncertainty" in forecasting exponential growth and its implications for decision-making
  • Strategies for maintaining flexibility in compute infrastructure, including the fungible use of different chip platforms (Trainium, TPUs, GPUs)
  • The substantial and accelerating returns to frontier intelligence, particularly in enterprise applications
  • Anthropic's product strategy: balancing a platform approach with building select applications
  • Internal use of AI models and tools (e.g., Claude Code) to enhance productivity and strategic insight within Anthropic's own operations
  • The importance of culture, collaboration, and transparency in a fast-evolving AI development environment
  • Managing stakeholder relationships, including investors, cloud providers, and government regulators
  • Personal evolution and adapting to exponential thinking within the leadership team

MAIN TAKEAWAYS

  • Compute is the foundational resource for frontier AI, requiring sophisticated procurement, dynamic allocation, and continuous efficiency improvements to sustain competitive advantage.
  • Exponential growth introduces high uncertainty, making traditional linear forecasting inadequate and demanding a flexible, scenario-based planning approach for compute investment.
  • Anthropic's strategy involves investing heavily in research to increase model capabilities and efficiency, which translates directly into higher returns, expanded use cases, and market growth, especially in complex enterprise settings.
  • The company focuses on building a robust platform and partnering with the ecosystem, while also developing certain applications to demonstrate value and push the boundaries of what models can achieve.
  • A strong, collaborative, and transparent internal culture is essential for navigating rapid technological advancements and effectively allocating scarce resources like compute.
  • AI models are not only serving external customers but also internally accelerating Anthropic's R&D, product development, and administrative functions, including finance, thereby boosting overall productivity.
  • While the pace of change can be daunting, Anthropic remains optimistic about AI's potential to drive positive societal transformation in areas like healthcare, drug discovery, and global economic development.

NOTABLE QUOTES

"Compute... is the lifeblood of our business. It is the most important thing in the company. It's like the canvas on which everything else gets built."
"The returns to frontier intelligence keep getting higher, especially in enterprise."
"Intelligence for us is multi-dimensional. It's not just a score."
"We don't really think about models as closed or open, we think of them as frontier or not."
"Our goal is to proliferate this throughout the ecosystem."
"90-plus percent of our code is actually written by Claude Code."
"I really think that the biotechnology and healthcare outcomes that can come from this technology are the things that I'm most optimistic about it."

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