Technology New theory about AI reasoning may shape future safety debate A proposed theory about how artificial intelligence systems “think” could influence safety discussions. K By Kavya Iyer, Editor, Technology & Science Published 16 Oct 2026, 4:05 PM IST Understanding how models reach outputs may help researchers assess risks and design safeguards. The theory is one contribution to an active debate, not proof that a system will behave in a particular way.