How To Invest In OpenAI and Anthropic Before They Go Public
TL;DR
Venture capitalist Ankur Nagpal argues that while individual private market investing carries high adverse selection risk for outsiders, a diversified index-style approach offers essential asymmetric exposure. The discussion covers why AI companies like OpenAI and Anthropic delay IPOs (concentrating wealth among insiders), the mathematics of venture returns versus public markets, and how USVC's tender offer fund structure provides retail investors quarterly liquidity at NAV rather than indefinite lockups.
📊 The Private Market Debate 3 insights
Shrinking illiquidity premium
While average VC funds historically returned 17-18% versus NASDAQ's 12-13%, recent public market outperformance and questionable paper marks may reduce true outperformance to as little as 100 basis points, challenging the value of locked-up capital.
Asymmetric allocation only
Private markets should comprise only 10-20% of a portfolio after establishing a 70-90% index fund foundation, serving as asymmetric bets rather than core holdings.
Wealth creation migration
Companies now stay private for an average of 13 years while the number of public companies has halved, concentrating value creation in private markets accessible mainly to insiders and locking out average Americans from AI economic booms.
🎯 Access & Portfolio Construction 3 insights
Adverse selection risk
Non-tech-hub investors face adverse selection by default, often funding local connections rather than top-tier talent that concentrates in San Francisco and New York, making individual angel investing statistically unfavorable.
Power law dynamics
Venture returns follow extreme power laws where 10-15% of deals drive nearly all returns, making high-sample-size indexing essential—investing in 5 companies risks total loss while 300 provides portfolio safety.
Two-tier investment strategy
USVC delegates early-stage investing to top fund managers while making direct late-stage investments and buying LP stakes in specific companies where valuation conviction exists.
🔓 USVC Fund Innovation 3 insights
Public accessibility with quarterly liquidity
USVC operates as a tender offer fund open to all Americans with $500 minimums (not just accredited investors), targeting quarterly liquidity at NAV rather than indefinite lockups.
NAV-based pricing integrity
Unlike closed-end VC ETFs that trade at extreme premiums or discounts to underlying assets (e.g., Destiny at 100x NAV, Robinhood at 2x), USVC ensures investors transact at actual net asset value.
Current AI holdings
The fund holds positions in SpaceX, Anthropic, OpenAI, Sierra, Lora, Mercury, and Superbase, while allocating 20% to new vintage funds to capture future companies that will be larger than today's giants.
🤖 AI Companies & Public Markets 3 insights
IPO regulatory friction
AI labs delay going public because hyper-growth makes installing financial controls and audit readiness difficult—you can innovate at AI speed but regulation moves slowly, creating a compliance bottleneck.
Anthropic's imminent IPO
Anthropic may go public later this year, which would make it one of the fastest companies to IPO in recent history, potentially triggering a wave among frontier labs watching for first-mover advantages.
Political wealth sharing
Proposals for AI labs to give 5% equity to the government acknowledge public exclusion from private wealth creation, essentially admitting these companies function as national assets that should be public.
Bottom Line
Investors should allocate 10-20% of their portfolio to private markets only after securing index fund foundations, using diversified fund vehicles rather than individual stock picking to avoid adverse selection and capture asymmetric upside from companies staying private longer.
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