Contrarian thesis: fade consensus calls in crypto.

When crowd screams bullish → short
When crowd screams bearish → long

Claim: 70% win rate on inverse positioning.

Risk: Timing kills you. Crowds can be right longer than you can stay solvent. Sentiment extremes are lagging indicators—price already moved before retail capitulates.

Reward: If you're early on reversals, asymmetric payoff. Works when volatility is high and positioning is one-sided.

Reality check: No edge without data. Need sentiment metrics (funding rates, open interest, social volume) + price structure. Pure contrarianism without context is gambling.

TL;DR: Inverse retail works—but only with timing, risk controls, and position sizing. Otherwise you're just picking up pennies in front of a steamroller.