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Ethan Mollick notes that he has spent years working with organizations to promote financial literacy, as many individuals face challenges due to a lack of knowledge.
He observes that having access to a tool that research has found effective at providing financial advice represents a significant advance.
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Mollick previously noted that research shows most individuals could strengthen their finances by following advice from large language models such as GPT-5.2 and Gemini 3 Flash, with outcomes varying based on user circumstances (LLM financial advice research). In another recent comment, he addressed speculation around artificial intelligence, stating that the current growth in AI is not creating a financial bubble (AI financial bubble view). These observations follow his ongoing work in financial education.