Building trustworthy AI systems for real-time trading
By Yashas Khoday, Co-founder & CPO, FYERS
Artificial Intelligence is rapidly becoming the default technology layer across industries. In the coming years, almost every company will use AI in some form, which means simply using AI will no longer be a competitive advantage. The real differentiator will be knowing how to use it responsibly and in ways that create meaningful outcomes for customers. This distinction matters most in financial markets. Today’s AI systems are incredibly capable, able to summarise information, answer complex questions, generate insights, and hold natural conversations. But they carry a well-known limitation: AI is designed to generate responses, and sometimes it will confidently provide answers even when it lacks sufficient information, inferring or extrapolating content that merely sounds plausible. For many applications this is an inconvenience. In financial markets, it can be dangerous. When people are making decisions involving their capital, accuracy, reliability, and transparency matter far...
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