The traditional Bitcoin halving model, once a reliable predictor of price surges, is reportedly losing its effectiveness due to declining market liquidity. Historically, Bitcoin's halving events have been associated with significant price increases. However, recent trends indicate that the impact of these events is being reduced by factors such as market maturity, increased regulatory scrutiny, macroeconomic conditions, and technological advancements. As a result, investors are encouraged to consider more diverse strategies to adapt to the changing market dynamics.