Neurosymbolic AI and the End of Traditional Coding

As the honeymoon phase of generative AI wears off, enterprises are realizing that a highly creative, probabilistic model isn’t exactly what you want managing your core financial systems. Binny Gill, CEO of Kognitos, argues the solution is “neurosymbolic AI,” an approach that marries the natural language interface of modern AI with the rigorous, deterministic logic of traditional software. By forcing the AI to “write down” its plans in plain English before execution, organizations can put a human firmly in the driver’s seat, ensuring these powerful agents follow standard operating procedures to the letter—without hallucinating or burning through expensive tokens.