Recency bias, a common trap in investing, leads individuals to overemphasize recent events, causing them to make irrational decisions. This bias fuels panic during market downturns and euphoria during rallies, blinding investors to long-term patterns. Overcoming recency bias involves focusing on fundamentals, using long-term data, and resisting impulsive reactions to build wealth.