Venture capital is sold as visionary investing: brilliant partners spotting the future, backing disruptive teams, and reaping massive rewards through pattern recognition and conviction.

The media loves the narrative—hoodies at Davos, unicorn origin stories, “genius” bets on the next big thing.

But let’s strip away all the glamour, the prestige, the marketing, and look at early-stage VC purely as a mathematical and scientific problem.

From a probabilistic perspective, VC returns follow an extreme power-law distribution—fat-tailed and Pareto-like, not a normal bell curve. Recent data and benchmarks confirm the structure:

I was at an investor meeting the other day. It wasn’t for my own company, but I got to watch a lot of founders proudly talking about their businesses. It reminded me of all the posts you see on LinkedIn where people brag about raising $10 million from a venture capitalist like it’s the ultimate achievement.

When Jack Dorsey announced on February 26, 2026, that Block (the parent of Square and Cash App) was cutting more than 4,000 jobs—nearly half its workforce from over 10,000 to under 6,000—the markets responded enthusiastically. Shares surged 20–25% in after-hours trading, and Block raised its 2026 gross profit guidance to ~$12.2 billion after strong 2025 results.