The weak form of market efficiency posits that stock prices reflect all past public information, suggesting that investors cannot achieve substantial long-term gains through past price data. Technical analysis is deemed ineffective under this model, whereas fundamental analysis may help identify stock undervaluation or overvaluation. Limitations of this approach are highlighted through an example of an investor successfully leveraging fundamental analysis for short-term gains.