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This is an incredibly well-researched piece that captures the current moment in venture capital with real precision.

Your point about the 3.5:1 demand-to-supply ratio for late-stage companies is particularly striking. What you're describing is essentially a structural bottleneck where the venture flywheel stopped spinning not just because exits dried up, but because the entire middle of the market collapsed. Companies that would have exited via acquisition in 2019 are now stuck waiting for IPO windows, while new late-stage companies keep piling up behind them.

What's interesting is how this connects to your observation about fund manager specialization hitting 73.5%. The fragmentation into sector-specific funds might actually be making the late-stage problem worse rather than better. When everyone specializes early, you lose the generalist growth investors who historically provided that flexible capital layer. The megafunds you mention are capturing capital precisely because they maintained that flexibility, while smaller funds painted themselves into corners.

The AI concentration at 25.3% of investments might also be masking how thin capital is spread across other critical areas.If we're seeing a slow recovery, it's partly becausethe system optimized for pattern recognition in one direction (AI) at the expense of diversification that typically smooths out cycles.

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