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Baylor CIO David Morehead Says 18-Year Venture Funds Are a Math Error: "Students Can't Pay Tuition with Returns"

Reported by Finance
Sep 14, 2026· 3 min read
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Key Takeaways
  • • Baylor University's CIO David Morehead argues that 15-to-18-year venture fund lifecycles are structurally misaligned with endowment cash flow needs, claiming the math favors three sequential 3x growth equity funds (compounding to 27x) over a single 15x fund over 18 years.
  • • Baylor manages approximately $2.7 billion in endowment assets and faces enrollment headwinds driven by declining high school graduate cohorts (a legacy of the 2008 financial crisis) and tightened international student visa policies, making capital velocity and reliable distributions critical to operations.
  • • Morehead employs "fund of one" customized structures and dollar-based position sizing rather than traditional venture allocation, positioning growth equity over venture and emphasizing that every investment must materially impact the endowment's bottom line.
  • • The Baylor CIO defends a contrarian software bet by arguing that AI's 93% accuracy ceiling means incumbent software providers become distribution mechanisms for AI rather than disruption victims—a thesis built on direct outreach to mid-sized family business owners rather than technical analysis.
  • • The interview signals that institutional allocators are increasingly scrutinizing GP fund duration and compounding mathematics, with capital deployment decisions shifting toward vehicles that enable higher capital velocity and better alignment with endowment spending requirements.
Summary
David Morehead, Chief Investment Officer of Baylor University's $2.7 billion endowment, is challenging a foundational assumption in venture capital: that 15-to-18-year fund lifespans represent optimal deployment structures. In a recent interview on 20VC, Morehead articulates a mathematical critique that extends beyond rhetorical disagreement into compounding analytics. His core argument rests on velocity of capital: a fund returning 15x over 18 years generates inferior outcomes compared to three sequential funds each returning 3x over six years (27x total), assuming reinvestment at similar terms. This framework is not academic abstraction for Baylor; it reflects institutional urgency.

Baylor's endowment operates under structural pressure that many institutional allocators face but few discuss openly. The university confronts an enrollment cliff driven by two demographic forces: the lingering impact of the 2008 financial crisis on birth rates, which reduces the pool of domestic high school graduates, and a tightened visa environment for international students. These headwinds compress tuition revenue precisely when the endowment's distributions are most critical to institutional stability. Consequently, every dollar deployed into private markets must not only generate returns but do so on a timeline aligned with actual cash needs. Extended fund lockups conflict directly with this reality.

Morehead's approach diverges materially from conventional institutional venture allocation. Rather than committing to large, multi-vintage venture partnerships, Baylor employs "fund of one" structures that enable customization of risk exposure and position sizing on a dollar basis rather than a percentage basis. This structure prioritizes growth equity over traditional venture—a category that typically offers shorter durations and faster capital turns. The philosophy is unambiguous: if an investment cannot materially move the needle for the endowment, it should not occupy capital.

This thesis extends to Morehead's software positioning. Rather than accept the widespread narrative that AI disrupts software incumbents, he argues that AI's 93% accuracy ceiling creates a dependency on existing software providers as distribution infrastructure. This conviction was built not through technical due diligence alone but through direct conversations with owners of mid-sized family businesses—a grounded approach to conviction building that prioritizes operator perspective over technical complexity.

For the broader LP and GP community, Morehead's positions function as a market signal. Sophisticated allocators are now auditing their existing venture commitments through a velocity-of-capital lens, and GPs who cannot articulate alignment with LP timelines face increasing scrutiny. The endowment's capital deployment—governed by enrollment realities rather than venture convention—represents a practical example of how institutional constraints reshape private market structure.

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Finance Baylor CIO David Morehead Says 18-Year Venture Funds Are a Math Error: "Students Can't Pay Tuition with Returns"