Can artificial intelligence outsmart human biases and predict market trends? Researchers put ChatGPT to the test in the gold market, exploring whether its language processing capabilities could overcome the 'framing effect' – a cognitive bias where how information is presented influences decisions. They developed a novel 'Classify-and-Rethink' prompting strategy, instructing ChatGPT to categorize gold-related news, assign scores based on their potential impact on price, and then critically re-evaluate those scores from a long-term perspective. This approach aimed to mimic a more sophisticated investor, moving beyond surface-level sentiment analysis. Back-testing against simpler prompting strategies and a buy-and-hold approach revealed surprising results. The 'Classify-and-Rethink' method yielded significantly higher returns and Sharpe ratios, suggesting that prompting LLMs to think critically can lead to better investment decisions. The research dives into specific examples, illustrating how ChatGPT's explanations evolved with different prompts, showcasing the model's capacity to learn and adapt. While the study focuses on gold, the implications are far-reaching. This work opens doors to exploring how AI can navigate complex financial markets, potentially offering investors a new tool to mitigate their own behavioral biases and make more informed decisions. However, the researchers also acknowledge the need for ongoing investigation into the long-term stability of such strategies in a constantly evolving market landscape, and ethical considerations of AI use to achieve excess returns.