Source: Forbes

Forbes – In this Forbes Business Council article, author Vijay Karunamurthy explores the rising role of chain-of-thought (CoT) models in promoting explainable and transparent AI. These models allow algorithms to simulate human-like reasoning by breaking down complex decisions into understandable steps, offering a pathway to greater accountability and trustworthiness in artificial intelligence systems.

The article explains that while many AI systems act as opaque “black boxes,” CoT models represent a paradigm shift toward traceability and intelligibility. Especially in high-stakes fields like healthcare, finance, and law, this approach could allow users to interrogate decision logic and ensure that AI outcomes are ethically defensible.

Karunamurthy emphasizes that such models are crucial in legal and governmental settings where due process and fairness are non-negotiable. He also notes the technical challenges in designing CoT systems that maintain performance while improving transparency, urging more investment into human-centered AI development.