Supervised learning algorithms like Random Forests, XGBoost, and LSTMs dominate crypto trading by predicting price directions ...

Explore how AI in finance is reshaping decision making. Learn what experts say about trusting fintech AI with investments, risk analysis, and financial automation.

Abstract: This research introduces a high-precision sentiment analysis framework tailored for global stock market news, integrating transformer-based financial NLP models with event-aware and temporal ...

Abstract: Financial sentiment analysis plays a crucial role in interpreting market sentiment from textual data, significantly influencing financial decision-making and forecasting. A common challenge ...

This study reviews the advancements in AI-driven methods for predicting stock prices, tracing their evolution from traditional approaches to modern finance. The role of AI in the market extends beyond ...

As 2026 begins, XRP ETFs have delivered the most compelling institutional adoption story in crypto—yet price hasn’t followed. In just 50 days since launching mid-November 2025, these products absorbed ...

Generative AI in Financial Services: Innovation, Risk, and Customer Experience Your email has been sent How banks and fintechs are using generative AI to drive efficiency, manage risk, and reshape ...

As many market participants anticipate a year-end rally, there are mounting indications that such an outcome is far from assured. Investor positioning appears increasingly stretched, with multiple ...

BTIG analyst Peter Saleh can think of only two instances over the past 20 years when restaurant industry sentiment was this poor headed into a New Year: COVID-19, and the 2008-ignited financial crisis ...

AI-Powered Smart Financial Advisor - Stock prediction, sentiment analysis, and portfolio optimization using LSTM, VADER NLP, and Modern Portfolio Theory - Pranvkumar/Smart_Financial_Advisor ...