A massive valuation for a "seed" round can be misleading. Often, insiders have participated in several unannounced, cheaper tranches. The headline number is just the final, most expensive tier, used to create FOMO and set a high watermark for new investors.

Club Penguin's co-founder warns that accepting VC money creates immense pressure to become a billion-dollar company. This often crushes otherwise successful businesses that could have been profitable at a smaller scale, making founders worse off in the long run.

After an exit, founders with capital can easily build passion projects not grounded in market reality—a "fun house." Lerman learned this by self-funding a music AI company. He advises raising external capital, even if unnecessary, to enforce the market discipline and accountability required for success.

Investors like Stacy Brown-Philpot and Aileen Lee now expect founders to demonstrate a clear, rapid path to massive scale early on. The old assumption that the next funding round would solve for scalability is gone; proof is required upfront.

For startups experiencing hyper-growth, the optimal strategy is to raise capital aggressively and frequently—even multiple times a year—regardless of current cash reserves. This builds a war chest, solidifies a high valuation based on momentum, and effectively starves less explosive competitors of investor attention and capital.

For a proven, hyper-growth AI company, traditional business risks (market, operational, tech) are minimal. The sole risk for a late-stage investor is overpaying for several years of future growth that may decelerate faster than anticipated.

The intense, unreasonable passion that fuels hyper-growth is the same trait that can lead a founder to make reckless, company-threatening decisions. You can't have the creative genius without the potential for destructive behavior. The same person who clears the path can also blow everything up.

The venture capital return model has shifted so dramatically that even some multi-billion-dollar exits are insufficient. This forces VCs to screen for 'immortal' founders capable of building $10B+ companies from inception, making traditionally solid businesses run by 'mortal founders' increasingly uninvestable by top funds.

Rapidly scaling companies can have fantastic unit economics but face constant insolvency risk. The cash required for advance hiring and inventory means you're perpetually on the edge of collapse, even while growing revenue by triple digits. You are going out of business every day.