The Hidden Trap of Financial Information Hallucinations: Generative AI models frequently suffer from hallucinations, creating entirely fabricated financial metrics, balance sheet numbers, or target prices. Investors who fail to cross-check these machine-generated statistics risk making heavy trades based on completely false information.