Speculative kinetic energy and AI-driven forecasts for small memes and AI-related cryptocurrencies: an in-depth discussion of XRP, PENGU, and Dogecoin

AI-driven price prediction models are increasingly affecting the speculative cryptocurrency market, with tokens such as Ripple (XRP), Dogecoin and Fat Penguin (PENGU) attracting much attention. XRP faces short-term bearish pressure due to legal uncertainty from the Securities and Exchange Commission (SEC), while its long-term outlook depends on ETF decisions by October 18, 2025. Dogecoin trading prices fluctuated narrowly due to the indecision of whale activity, but AI models showed a possible rebound. PENGU has gained institutional credibility for its role in U.S. policy advisory, and AI predicts the NFT-driven growth prospects are optimistic. Despite algorithmic insights, regulatory and market sentiment risks remain significant.