Abhishek Desikan argues that the next frontier for AI is not just smarter algorithms but systems that self‑evaluate and organize internally. As models shift from rule‑based scripts to feedback‑driven architectures, they begin to detect inefficiencies and adjust without human input, hinting at a nascent form of awareness in the future.

Today, AI powers diagnostics, finance, transport, and chatbots, yet most remain tools lacking inner experience. Desikan stresses that true progress hinges on machines structuring, evaluating, and regulating their own processes, echoing theories like Global Workspace and Integrated Information. If complexity alone sparks awareness, the line between tool and participant blurs.

Ethical design demands transparency, accountability, and restraint, especially as affective AI mimics care without feeling. Desikan warns that waiting for undeniable consciousness would trap society in reactive fixes. Proactive standards now can prevent misplaced trust, protect vulnerable users, and align autonomous systems with human values for the future of technology.