Predicting the exact timing of a financial bubble's burst is inherently uncertain and complex. Financial markets are influenced by a myriad of factors, including economic indicators, investor sentiment, geopolitical events, monetary policy, and market speculation. While analysts and economists can identify conditions that suggest a bubble may be forming (such as inflated asset prices, excessive leverage, or irrational exuberance), the timing of